# Best AI Proposal Generator Tools Software *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* AI proposal generator tools help organizations automate, generate, and manage responses to requests for proposals (RFP), requests for information (RFI), security questionnaires, and due diligence questionnaires using artificial intelligence to accelerate response creation, improve content accuracy, and increase win rates. Responding to formal procurement requests has historically required proposal teams to manually search through past responses, coordinate across subject matter experts (SME), and assemble complex documents under tight deadlines. AI proposal generator tools transform this process by using [large language models (LLM)](https://www.g2.com/categories/large-language-models-llms), natural language processing (NLP), and machine learning (ML) to parse incoming documents, auto-draft tailored responses from approved content libraries, and surface the most relevant answers from an organization's institutional knowledge. Rather than maintaining static repositories of prior responses, these platforms create intelligent, self-improving knowledge systems that adapt to an organization's evolving messaging, products, and compliance requirements. Organizations use AI proposal generator tools to reduce response time, improve consistency across submissions, increase the volume of proposals their teams can handle, and improve the quality of individual bids. Core workflows include document ingestion and requirement extraction, AI-assisted first-draft generation, SME assignment and review routing, compliance and completeness checking, and performance analytics that track win rates and content effectiveness over time. These tools are primarily used by proposal managers, bid writers, sales engineers, pre-sales teams, and revenue operations leaders across industries where formal procurement processes are standard, including enterprise technology, professional services, healthcare, financial services, and government contracting. They typically integrate with [CRM platforms](https://www.g2.com/categories/crm), [cloud storage and file management tools](https://www.g2.com/categories/cloud-storage), [e-signature software](https://www.g2.com/categories/e-signature), and communication platforms to fit into existing revenue workflows. Unlike general-purpose [AI writing assistants](https://www.g2.com/categories/ai-writing-assistant), which generate content from public data, AI proposal tools draw exclusively from an organization's own vetted and approved content, ensuring responses are accurate, compliant, and brand-consistent. As opposed to [contract management software](https://www.g2.com/categories/contract-management), which governs the post-award document lifecycle, AI proposal tools focus on the pre-award competitive response process, helping teams win business before any agreement is in place. AI proposal tools sit within the broader revenue intelligence and sales enablement ecosystem as a specialized content automation capability for high-stakes, structured procurement workflows. As AI agents become more capable of executing multi-step tasks autonomously, leading platforms are beginning to support end-to-end agentic proposal workflows—from bid/no-bid scoring at intake to final submission—with minimal human intervention. To qualify for inclusion in the AI Proposal Generator category, a product must: - Use artificial intelligence or machine learning to generate, recommend, or automate responses to RFPs, RFIs, security questionnaires, or similar structured procurement documents - Maintain or connect to a governed content library of approved organizational knowledge used to populate proposal responses - Support collaborative review and approval workflows involving multiple stakeholders or subject matter experts - Enable document parsing and requirement extraction from incoming RFP or questionnaire documents - Provide analytics or reporting on proposal performance, response quality, or content library health ## Top AI Proposal Generator Tools Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Responsive, formerly RFPIO](https://www.g2.com/products/responsive-formerly-rfpio/reviews) | 4.5/5.0 (1,298 reviews) | AI-assisted RFP response with centralized content library | "[Effortless RFP Management, Clean and Simple Interface](https://www.g2.com/survey_responses/responsive-formerly-rfpio-review-4305533)" | | 2 | [Loopio](https://www.g2.com/products/loopio/reviews) | 4.6/5.0 (803 reviews) | RFP response automation with curated content library | "[Hands down the best tool for B2B Proposals, RFPs, and Security Questionnaires on the market](https://www.g2.com/survey_responses/loopio-review-8308614)" | | 3 | [PandaDoc](https://www.g2.com/products/pandadoc/reviews) | 4.7/5.0 (3,421 reviews) | CRM-integrated proposal generation and e-signature | "[Intuitive, Reliable Document Workflows with Strong Integrations](https://www.g2.com/survey_responses/pandadoc-review-13054495)" | | 4 | [AutogenAI](https://www.g2.com/products/autogenai/reviews) | 4.3/5.0 (155 reviews) | End-to-end RFP drafting with bid-library AI | "[A Reliable Tool for Faster, Smarter Proposal Creation](https://www.g2.com/survey_responses/autogenai-review-12871483)" | | 5 | [Iris](https://www.g2.com/products/heyiris-ai-iris/reviews) | 4.9/5.0 (65 reviews) | RFP and security questionnaire response automation | "[Effortless Security Questionnaire Solution](https://www.g2.com/survey_responses/iris-review-10783543)" | | 6 | [Steerlab](https://www.g2.com/products/steerlab/reviews) | 4.7/5.0 (71 reviews) | Source-cited RFP drafting with auto-managed content library | "[Speeds Up Winning Management Proposals with Instant Historical Insights](https://www.g2.com/survey_responses/steerlab-review-13030269)" | | 7 | [Upland Qvidian](https://www.g2.com/products/upland-qvidian/reviews) | 4.3/5.0 (165 reviews) | RFP content library with AI-assisted autofill | "[Outstanding Support from Upland Qvidian Specialists Makes Qvidian Easy to Master](https://www.g2.com/survey_responses/upland-qvidian-review-12512588)" | | 8 | [Inventive.AI](https://www.g2.com/products/inventive-ai/reviews) | 4.9/5.0 (68 reviews) | RFP and security questionnaire drafting with conflict detection | "[AI-First RFP Drafting That Eliminates Q&A Libraries and Copy-Paste](https://www.g2.com/survey_responses/inventive-ai-review-13064900)" | | 9 | [AutoRFP.ai](https://www.g2.com/products/autorfp-ai/reviews) | 4.8/5.0 (60 reviews) | AI-drafted RFP responses with self-updating answer library | "[Efficient AI-Powered RFP Management](https://www.g2.com/survey_responses/autorfp-ai-review-12941382)" | | 10 | [Conveyor](https://www.g2.com/products/conveyor-conveyor/reviews) | 4.6/5.0 (150 reviews) | Security questionnaire automation with AI-powered knowledge base | "[Conveyor Streamlines Security Questionnaires, But Needs Google Doc Support](https://www.g2.com/survey_responses/conveyor-review-11874357)" | ## How Many AI Proposal Generator Tools Software Products Does G2 Track? **Total Products under this Category:** 86 ### Category Stats (Jul 2026) - **Average Rating**: 4.69/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Steerlab (+1.44%) - Among all products in this category, Steerlab recorded the largest rating increase compared to last month *Last updated: July 07, 2026* ## How Does G2 Rank AI Proposal Generator Tools Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 9,300+ Authentic Reviews - 86+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which AI Proposal Generator Tools Software Is Best for Your Use Case? - **Leader:** [Responsive, formerly RFPIO](https://www.g2.com/products/responsive-formerly-rfpio/reviews) - **Highest Performer:** [Steerlab](https://www.g2.com/products/steerlab/reviews) - **Easiest to Use:** [PandaDoc](https://www.g2.com/products/pandadoc/reviews) - **Top Trending:** [Iris](https://www.g2.com/products/heyiris-ai-iris/reviews) - **Best Free Software:** [PandaDoc](https://www.g2.com/products/pandadoc/reviews) --- **Sponsored** ### RocketDocs At its core, a response management platform is a specialized software-as-a-service (SaaS) solution designed to centralize, automate, and govern the creation of mission-critical business documents. For organizations dealing with high volumes of Requests for Proposals (RFPs), Due Diligence Questionnaires (DDQs), and Security Questionnaires, the product serves as a centralized "System of Record." it bridges the gap between static content and active document execution, ensuring that the information used to win business is both accurate and secure. By utilizing a unified automation platform, companies can move away from fragmented workflows, such as searching through old emails or disparate spreadsheets, and instead leverage a governed library of pre-approved content. This infrastructure is particularly vital for industries where data accuracy and compliance are non-negotiable. The maturity of this technology stems from decades of innovation within the response management space. By focusing on the intersection of automation and security, the product enables organizations to scale their operations without sacrificing the precision or the "voice" of their brand. The result is a more efficient internal process that allows professionals to focus on strategic initiatives rather than administrative data retrieval. Through our unified automation platform, powered by Private AI, and the expertise that comes with 30 years of trusted innovation, companies win more, are more efficient, and have greater confidence in their responses and proposals. To see how we can help you and your team, visit https://rocketdocs.com/discoverycall to chat with us and learn more. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1014089&secure%5Bchosen_at%5D=2026-07-07T15%3A37%3A46Z&secure%5Bdisplayable_resource_id%5D=1014089&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1014089&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=6311&secure%5Bresource_id%5D=1014089&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fai-proposal-generator-tools&secure%5Btoken%5D=5ef1d39ea5b7e76dd14a1984453931fe02fd8f21ed283a8b690c42acabdca40f&secure%5Burl%5D=https%3A%2F%2Frocketdocs.com%2Flp%2Fbook-demo%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3Dg2-clicks%26utm_content%3Dtopic-ai-proposal-tools&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated AI Proposal Generator Tools Software Products in 2026? ### 1. [Responsive, formerly RFPIO](https://www.g2.com/products/responsive-formerly-rfpio/reviews) Responsive is the global leader in strategic response management software, transforming how organizations share and exchange critical information. Our commitment to product innovation and customer success empowers companies to accelerate growth, mitigate risk and improve the employee experience by leveraging intelligent technologies to quickly and accurately manage RFPs, RFIs, security questionnaires (VSQs), due diligence questionnaires (DDQs), risk assessments and all other complex information requests (RFXs). With Responsive, frontline teams deliver superior responses by automating the completion of questionnaires, documents and spreadsheets while collaborating with stakeholders, improving processes with data insights, and quickly accessing approved content across popular business applications. **Average Rating:** 4.5/5.0 **Total Reviews:** 1,298 **Who Is the Company Behind Responsive, formerly RFPIO?** - **Seller:** [Responsive](https://www.g2.com/sellers/responsive) - **Company Website:** https://www.responsive.io/ - **Year Founded:** 2016 - **HQ Location:** Frisco, Texas - **Twitter:** @responsiveio (1,735 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/responsiveio (716 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Proposal Manager, Proposal Writer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 48% Mid-Market, 39% Enterprise #### What Are Responsive, formerly RFPIO's Pros and Cons? **Pros:** - Time-saving (160 reviews) - Ease of Use (150 reviews) - Team Collaboration (143 reviews) - Features (117 reviews) - Efficiency (86 reviews) **Cons:** - Missing Features (59 reviews) - Time-Consuming (38 reviews) - Learning Curve (34 reviews) - Not Intuitive (33 reviews) - Limited Features (30 reviews) ### What Do G2 Reviewers Say About Responsive, formerly RFPIO? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **time-saving features** of Responsive, enabling efficient content reuse and project management with ease. - Users commend the **ease of use** of Responsive, finding it intuitive and efficient for daily tasks. - Users value the **efficient team collaboration** features of Responsive, enhancing productivity and streamlining project management. - Users appreciate the **quick import facilities** and powerful features of Responsive, enhancing project efficiency and ease of use. - Users highlight the **exceptional efficiency** of Responsive, significantly reducing response times and enhancing overall quality. **Cons:** - Users find the **missing features** in Responsive, including duplicate notifications and format support, limiting their experience. - Users find the **time-consuming processes** of formatting and exporting documents frustrating, affecting overall efficiency with proposals. - Users find the **learning curve steep** due to a complicated UI and basic text formatting functionalities. - Users find the interface **not intuitive** , with some tools and functions lacking clarity and making navigation challenging. - Users note the **limited features** of Responsive, particularly regarding online questionnaires and the chat function's drawbacks. #### What Are Recent G2 Reviews of Responsive, formerly RFPIO? **"[Effortless RFP Management, Clean and Simple Interface](https://www.g2.com/survey_responses/responsive-formerly-rfpio-review-4305533)"** **Rating:** 5.0/5.0 stars *— Jack P.* [Read full review](https://www.g2.com/survey_responses/responsive-formerly-rfpio-review-4305533) --- **"[Powerful AI and Document Management for better responses](https://www.g2.com/survey_responses/responsive-formerly-rfpio-review-11884656)"** **Rating:** 4.0/5.0 stars *— Rui D.* [Read full review](https://www.g2.com/survey_responses/responsive-formerly-rfpio-review-11884656) --- #### What Are G2 Users Discussing About Responsive, formerly RFPIO? - [What is RFPIO used for?](https://www.g2.com/discussions/what-is-rfpio-used-for) - 1 comment - [What is RFP360, an RFPIO company used for?](https://www.g2.com/discussions/what-is-rfp360-an-rfpio-company-used-for) - 1 comment ### 2. [Loopio](https://www.g2.com/products/loopio/reviews) Loopio is the most highly-trusted response management software, helping enterprise businesses supercharge and scale their response process for RFPs, RFIs, Security Questionnaires, and more. Loopio streamlines manual and time-consuming processes through: Confident Answers: Our AI-powered library connects to preferred content sources, enabling teams to craft tailored responses, populate trustworthy answers, and ensure accuracy across every proposal. Effortless Projects: AI-driven automation helps teams seamlessly import and export complex document formats, track high-volume proposal pipelines, and respond to portal-based RFPs with ease. Seamless Collaboration: Our vast integrations break down departmental silos, allowing responders to engage with SMEs, centralize multi-stakeholder feedback, and deliver vetted content—all within an existing tech stack. Strategic Insights: Loopio transforms the response process into a data-driven operation by providing the visibility needed to monitor content health, identify winning trends, and measure business impact. At the heart of our enterprise RFP platform is Response Intelligence™, Loopio’s proprietary machine learning technology. It surfaces insights and makes recommendations in the response process to help responders work smarter and create winning proposals, making it the easiest RFP response solution to use on the market. The proof is in the numbers. Loopio customers experience: ■ 51% more RFP responses completed ■ 42% in time savings ■ And 85% win more business Loopio’s RFP software is trusted by 1,700+ leading companies to respond faster, improve response quality, and win more business. We’d love for you to be one of them. **Average Rating:** 4.6/5.0 **Total Reviews:** 803 **Who Is the Company Behind Loopio?** - **Seller:** [Loopio Inc.](https://www.g2.com/sellers/loopio-inc) - **Company Website:** https://www.loopio.com - **Year Founded:** 2014 - **HQ Location:** Toronto - **Twitter:** @loopioinc (1,664 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5020707/ (301 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Proposal Manager, Bid Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 51% Mid-Market, 34% Enterprise #### What Are Loopio's Pros and Cons? **Pros:** - Ease of Use (142 reviews) - Time-saving (95 reviews) - Efficiency (90 reviews) - Features (84 reviews) - Intuitive (70 reviews) **Cons:** - Missing Features (32 reviews) - Limitations (28 reviews) - Limited Features (26 reviews) - Inaccurate Responses (25 reviews) - Formatting Issues (24 reviews) ### What Do G2 Reviewers Say About Loopio? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Loopio, enhancing team collaboration and streamlining proposal management. - Users love Loopio for its **time-saving capabilities** , allowing teams to quickly handle multiple proposals efficiently. - Users praise Loopio for its **exceptional efficiency** , dramatically reducing time spent on RFP responses and improving collaboration. - Users value the **user-friendly search engine** and collaboration tools in Loopio, enhancing efficiency and team communication. - Users value Loopio for its **intuitive design** , enhancing collaboration and making proposal management simple and efficient. **Cons:** - Users note the **missing features** in Loopio, particularly in Word mapping and proposal functionality, hindering effectiveness. - Users face **limitations with complex Excel mapping** , which can hinder efficiency and complicate data management. - Users express frustration with **limited features** in Loopio, particularly affecting document handling and integrations. - Users often face **inaccurate responses** from Loopio, creating challenges in finding the correct information when needed. - Users find that **formatting issues** often require manual cleanup, impacting the efficiency of their document preparation. #### What Are Recent G2 Reviews of Loopio? **"[Hands down the best tool for B2B Proposals, RFPs, and Security Questionnaires on the market](https://www.g2.com/survey_responses/loopio-review-8308614)"** **Rating:** 5.0/5.0 stars *— Rob W.* [Read full review](https://www.g2.com/survey_responses/loopio-review-8308614) --- **"[Improving Workflow Efficiency with Loopio](https://www.g2.com/survey_responses/loopio-review-12035437)"** **Rating:** 5.0/5.0 stars *— Amanda K.* [Read full review](https://www.g2.com/survey_responses/loopio-review-12035437) --- #### What Are G2 Users Discussing About Loopio? - [What is Loopio used for?](https://www.g2.com/discussions/what-is-loopio-used-for) - 1 comment - [What is Avnio RFx used for?](https://www.g2.com/discussions/what-is-avnio-rfx-used-for) - [What is Avnio Tables used for?](https://www.g2.com/discussions/what-is-avnio-tables-used-for) ### 3. [PandaDoc](https://www.g2.com/products/pandadoc/reviews) PandaDoc is an all-in-one document management platform trusted by 50,000+ sales, legal, and operations teams to create, send, e-sign, and manage documents faster and with less manual work. Teams using PandaDoc close deals 30% faster and cut document turnaround time by up to 50%. Customers like Autodesk, Rakuten, and Sysco use PandaDoc to streamline their entire document process, from proposal to signed contract, and everything in between. PandaDoc helps your team: - Build and send professional proposals, contracts, and agreements using customizable templates and a drag-and-drop editor - Collect legally binding e-signatures from any device, anywhere, with no printing, scanning, or delays - Collaborate in real time with internal stakeholders and external signers simultaneously - Automate repetitive document tasks so reps and ops teams spend less time on admin and more time closing - Track document performance with analytics that show how recipients engage with every page PandaDoc integrates natively with the tools your team already uses, including Salesforce, HubSpot, Pipedrive, Stripe, and 30+ other CRM and payment platforms — keeping document processes inside your existing stack without adding friction or extra logins. Whether you're in sales, legal, HR, or finance, PandaDoc is especially popular with growing businesses that need enterprise-grade document processes without the added complexity or price tag. From first draft to final approval, PandaDoc centralizes the full document lifecycle with the compliance, security, and audit trail your team needs to operate with confidence. PandaDoc also supports notarization, payment collection, and document analytics in a single platform, reducing the need to manage multiple tools across your document process. **Average Rating:** 4.7/5.0 **Total Reviews:** 3,421 **Who Is the Company Behind PandaDoc?** - **Seller:** [PandaDoc](https://www.g2.com/sellers/pandadoc) - **Company Website:** https://www.pandadoc.com - **Year Founded:** 2011 - **HQ Location:** San Francisco, CA - **Twitter:** @pandadoc (18,428 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2211704/ (895 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Owner - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 68% Small-Business, 26% Mid-Market #### What Are PandaDoc's Pros and Cons? **Pros:** - Ease of Use (718 reviews) - Document Management (353 reviews) - Simple (337 reviews) - Intuitive (307 reviews) - E-Signatures (304 reviews) **Cons:** - Missing Features (120 reviews) - Expensive (109 reviews) - Signature Issues (106 reviews) - Difficult Editing (98 reviews) - Editing Difficulty (87 reviews) ### What Do G2 Reviewers Say About PandaDoc? *AI-generated summary from verified user reviews* **Pros:** - Users find **ease of use** in PandaDoc's navigation and setup, enhancing efficiency for long-distance client signing. - Users value the **intuitive document management** features of PandaDoc, enhancing workflow efficiency and ensuring secure approvals. - Users love PandaDoc's **intuitive editing tools** and seamless e-signatures, enhancing workflow efficiency and document management. - Users love the **intuitive interface** of PandaDoc, finding it easy to navigate and streamline their workflow efficiently. - Users appreciate the **ease of use** of PandaDoc, enhancing the signing experience for both creators and clients. **Cons:** - Users are frustrated by the **missing features** like document expiration controls and horizontal cell merging. - Users find PandaDoc **expensive** , especially for online form submissions, making it challenging for small teams to justify cost. - Users struggle with **signature issues** , finding it unclear how to use personal signatures and facing functionality limitations. - Users experience **difficult editing** with PandaDoc, facing issues with skipping sections and clunky design adjustments. - Users face **editing difficulties** in PandaDoc, with clunky table formatting and challenges in making real-time changes. #### What Are Recent G2 Reviews of PandaDoc? **"[Intuitive, Reliable Document Workflows with Strong Integrations](https://www.g2.com/survey_responses/pandadoc-review-13054495)"** **Rating:** 4.0/5.0 stars *— Cecilia R.* [Read full review](https://www.g2.com/survey_responses/pandadoc-review-13054495) --- **"[PandaDoc Streamlines Secure Partner Onboarding](https://www.g2.com/survey_responses/pandadoc-review-13068044)"** **Rating:** 4.0/5.0 stars *— Jyeshat S.* [Read full review](https://www.g2.com/survey_responses/pandadoc-review-13068044) --- #### What Are G2 Users Discussing About PandaDoc? - [What are the innovative ways PandaDoc is being used to streamline document management and workflow automation?](https://www.g2.com/discussions/what-are-the-innovative-ways-pandadoc-is-being-used-to-streamline-document-management-and-workflow-automation) - 2 comments - [What is PandaDoc used for?](https://www.g2.com/discussions/what-is-pandadoc-used-for) - 4 comments - [What is PandaDoc com?](https://www.g2.com/discussions/what-is-pandadoc-com) - 3 comments - [How much does PandaDoc cost?](https://www.g2.com/discussions/how-much-does-pandadoc-cost) - 2 comments - [Is PandaDoc really free?](https://www.g2.com/discussions/is-pandadoc-really-free) - 3 comments ### 4. [AutogenAI](https://www.g2.com/products/autogenai/reviews) AutogenAI, headquartered in New York, NY, is at the forefront of AI proposal writing and management innovation, offering solutions that allow users to rapidly draft competitive, winning proposals and manage all aspects of the RFP process at unparalleled speeds. Say hello to an AI-powered proposal platform that will take you from requirements to a high-quality, compliant first draft in just four clicks. Customers using AutogenAI significantly accelerate their capture and proposal process, increase their win rates, and empower their proposal teams. Developed by world-class AI engineers, award-winning proposal and grant writers, and industry-defining linguistic experts, our team has been in your shoes and we understand exactly what it takes to succeed. With AutogenAI, you gain more than just the ultimate tool for writing winning words; you forge a partnership with experts dedicated to your success. Unlike traditional project management software with bolted-on AI writing capabilities, AutogenAI integrates advanced project management functionalities directly onto its powerful AI writing tool. As a result, it stands as the only specialist proposal writing software that is AI-first, providing a seamless end-to-end tool for all proposal and RFP management needs. AutogenAI transforms the way our customers work, with results that include: - 70% increase in drafting speed. - 85% increase in productivity. - 241% increase in success rates. - 100% increase in bids submitted. AutogenAI doesn't just help you write quickly - it helps you write to win. No matter your sector. No matter your size of business. We power growth. **Average Rating:** 4.3/5.0 **Total Reviews:** 155 **Who Is the Company Behind AutogenAI?** - **Seller:** [AutogenAI](https://www.g2.com/sellers/autogenai) - **Company Website:** https://autogenai.com/ - **Year Founded:** 2022 - **HQ Location:** New York, NY - **Twitter:** @AutogenAI (324 Twitter followers) - **LinkedIn® Page:** http://www.linkedin.com/company/autogenai (171 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Bid Writer, Bid Manager - **Top Industries:** Construction, Facilities Services - **Company Size:** 49% Enterprise, 37% Mid-Market #### What Are AutogenAI's Pros and Cons? **Pros:** - Time-saving (56 reviews) - Efficiency (55 reviews) - Ease of Use (54 reviews) - Features (42 reviews) - Customer Support (38 reviews) **Cons:** - Learning Curve (18 reviews) - User Difficulty (15 reviews) - Not Intuitive (12 reviews) - Steep Learning Curve (11 reviews) - Learning Difficulty (10 reviews) ### What Do G2 Reviewers Say About AutogenAI? *AI-generated summary from verified user reviews* **Pros:** - Users find AutogenAI to be a **time-saving tool** that boosts productivity and enhances skill development. - Users value the **efficiency** of AutogenAI, significantly reducing time on tasks and simplifying content creation. - Users appreciate AutogenAI's **intuitive user interface** , enhancing productivity and making it easy to generate responses. - Users value AutogenAI for its **customizable content creation** and robust support, enhancing efficiency and user experience. - Users praise the **exceptional customer support** of AutogenAI, highlighting prompt responses and valuable feedback integration. **Cons:** - Users find the **learning curve challenging** , feeling frustrated and realizing they have much to learn about AutogenAI. - Users find the **user difficulty** of AutogenAI frustrating due to overwhelming features and cumbersome login processes. - Users find AutogenAI **not intuitive** , leading to challenges in learning and accessing detailed information efficiently. - Users find a **steep learning curve** with AutogenAI, complicating integration and limiting effective use of its features. - Users find AutogenAI to have a **steep learning curve** , with complexity complicating effective use and integration. #### What Are Recent G2 Reviews of AutogenAI? **"[A Reliable Tool for Faster, Smarter Proposal Creation](https://www.g2.com/survey_responses/autogenai-review-12871483)"** **Rating:** 4.0/5.0 stars *— Divyam S.* [Read full review](https://www.g2.com/survey_responses/autogenai-review-12871483) --- **"[Comprehensive AgenticAI Capabilities - Usage provides for proficiency](https://www.g2.com/survey_responses/autogenai-review-12813236)"** **Rating:** 4.5/5.0 stars *— Tobias O.* [Read full review](https://www.g2.com/survey_responses/autogenai-review-12813236) --- ### 5. [Iris](https://www.g2.com/products/heyiris-ai-iris/reviews) Iris – AI-Powered RFP Automation & Security Questionnaire Software Iris is an AI-powered response automation platform that helps sales, presales, and compliance teams complete RFPs, security questionnaires, DDQs, RFIs, and other buyer-facing documents faster and more accurately. By combining intelligent content generation with a centralized knowledge base, Iris eliminates bottlenecks, reduces manual work, and ensures consistency across every response. Generate First Drafts in Minutes Iris uses AI trained on your organization's past responses and institutional knowledge to create high-quality first drafts instantly. Teams save hours on repetitive content while still delivering tailored, accurate answers that reflect your company's voice and compliance standards. A Single Source of Truth The built-in knowledge base centralizes your best content in one place. As your team adds new responses, Iris learns and improves—adapting to your tone, terminology, and evolving security or compliance requirements. No more digging through old documents or Slack threads to find the right answer. Collaborative Workflows for Cross-Functional Teams Whether you're answering a complex RFP or completing a time-sensitive vendor security assessment, Iris makes collaboration seamless. Multi-user access lets sales engineers, subject matter experts, and compliance teams work in parallel, assign tasks, and maintain version control—replacing fragmented spreadsheets and email chains. Content Library for Consistency at Scale Quickly reuse top-performing answers with Iris's searchable content library. Built-in tagging, custom instructions, and template management help teams standardize responses across different questionnaire types while maintaining quality and brand consistency. Respond Faster. Win More. By automating repetitive content creation and improving response quality, Iris helps teams submit faster, increase win rates, and deliver a better buyer experience. Whether you're a lean team managing a handful of proposals or an enterprise responding at scale, Iris grows with you. **Average Rating:** 4.9/5.0 **Total Reviews:** 65 **Who Is the Company Behind Iris?** - **Seller:** [heyiris.ai](https://www.g2.com/sellers/heyiris-ai) - **Company Website:** https://www.heyiris.ai - **Year Founded:** 2023 - **HQ Location:** Brooklyn / Chicago, US - **LinkedIn® Page:** https://www.linkedin.com/company/heyiris (44 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Financial Services - **Company Size:** 45% Mid-Market, 29% Small-Business #### What Are Iris's Pros and Cons? **Pros:** - Ease of Use (44 reviews) - Time-saving (36 reviews) - RFP Management (30 reviews) - Efficiency (27 reviews) - Customer Support (25 reviews) **Cons:** - Lack of Features (5 reviews) - Inaccurate Responses (4 reviews) - Missing Features (4 reviews) - Bug Issues (3 reviews) - Integration Issues (3 reviews) ### What Do G2 Reviewers Say About Iris? *AI-generated summary from verified user reviews* **Pros:** - Users find Iris to be **extremely easy to use** , requiring minimal training and streamlining the proposal process effectively. - Users find that Iris significantly enhances productivity by offering **time-saving solutions** for handling lengthy RFPs efficiently. - Users value the **time-saving RFP management** capabilities of Iris, enhancing response quality and efficiency significantly. - Users value Iris for its **exceptional efficiency** , drastically reducing response times and simplifying complex tasks with ease. - Users commend the **exceptional customer support** from Iris, appreciating the proactive and responsive assistance throughout their experience. **Cons:** - Users are disappointed by Iris's **lack of features** , particularly its inability to generate answers independently and limited project management tools. - Users experience **inaccurate responses** due to mixed information and reliance on the data fed into Iris. - Users find the **lack of autonomous answer generation** frustrating, as it limits Iris's responsiveness and flexibility. - Users report occasional **bug issues** that arise as the platform evolves, but they still find value in the product. - Users experience **integration issues** with Iris, noting a lack of certain functionalities and mobile support. #### What Are Recent G2 Reviews of Iris? **"[Effortless Security Questionnaire Solution](https://www.g2.com/survey_responses/iris-review-10783543)"** **Rating:** 5.0/5.0 stars *— Casandra W.* [Read full review](https://www.g2.com/survey_responses/iris-review-10783543) --- **"[Streamlined RFP Collaboration with Iris](https://www.g2.com/survey_responses/iris-review-12696929)"** **Rating:** 5.0/5.0 stars *— Dylan S.* [Read full review](https://www.g2.com/survey_responses/iris-review-12696929) --- ### 6. [Steerlab](https://www.g2.com/products/steerlab/reviews) Steerlab is an AI-powered platform specifically designed to assist B2B companies in enhancing their response strategies for Requests for Proposals (RFP), Requests for Information (RFI), and security questionnaires. This solution caters to Proposal, PreSales, and Security teams, leveraging advanced automation and intelligent collaboration tools to significantly reduce response times, improve accuracy, and ultimately boost win rates. Steerlab addresses the complexities of responding to both structured Q&A documents and intricate narrative RFPs. Unlike conventional RFP tools that offer basic automation, Steerlab is engineered to facilitate the creation of high-quality, customized responses in various formats such as Excel, Word, or PDF. This versatility allows teams to maintain a professional and consistent tone while tailoring their responses to the specific context of each RFP. One of the standout features of Steerlab is its ability to automatically generate up to 90% of responses using pre-approved content. This capability not only accelerates the response process but also ensures that the quality of the answers remains high. The platform supports both straightforward Q&A formats and more elaborate narrative sections, such as executive summaries and solution descriptions, making it adaptable to a wide range of proposal requirements. Additionally, the self-updating content library organizes information by product, topic, and use case, ensuring that teams have access to the most relevant and current data without the need for manual upkeep. Steerlab also empowers teams to make informed decisions with its Go/No-Go agent, which evaluates the suitability of responding to an RFP based on various factors, including fit and internal capacity. The platform includes features for bias detection and gap analysis, allowing users to identify potential issues early in the process. Furthermore, deal pattern insights provide valuable analytics that help teams understand what strategies are effective across different industries and buyer types, enhancing future submissions. Collaboration is seamless with Steerlab, as it allows real-time interaction among internal and external teams. Users can assign tasks, leave comments, and track changes directly within familiar document formats, eliminating the need for cumbersome reformatting. The platform integrates smoothly with existing tools such as Notion, SharePoint, Google Drive, Salesforce, and Slack, ensuring that teams can work efficiently without switching between applications. Steerlab is designed with enterprise needs in mind, offering robust security and compliance with standards such as SOC 2 Type II, ISO 27001, and GDPR. It can be hosted in either the EU or US, depending on client preferences, and importantly, customer data is never utilized to train the AI models. Trusted by a range of B2B software companies, from startups to established enterprises, Steerlab is equipped to support organizations responding to varying volumes of RFPs, helping them focus on what truly matters: winning deals. **Average Rating:** 4.7/5.0 **Total Reviews:** 71 **Who Is the Company Behind Steerlab?** - **Seller:** [Steerlab](https://www.g2.com/sellers/steerlab) - **Company Website:** https://www.steerlab.ai - **Year Founded:** 2023 - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/steerlab/ (16 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 69% Mid-Market, 23% Small-Business #### What Are Steerlab's Pros and Cons? **Pros:** - Efficiency (12 reviews) - Artificial Intelligence (10 reviews) - Ease of Use (9 reviews) - Process Efficiency (8 reviews) - RFP Management (7 reviews) **Cons:** - Inaccurate Responses (6 reviews) - Limited Features (6 reviews) - Missing Features (6 reviews) - Bug Issues (2 reviews) - Formatting Issues (2 reviews) ### What Do G2 Reviewers Say About Steerlab? *AI-generated summary from verified user reviews* **Pros:** - Users value the **efficiency of AI-generated drafts** with Steerlab, significantly shortening review cycles and workload. - Users value the **accuracy and efficiency** of Steerlab's AI, significantly reducing time spent on drafting responses. - Users find Steerlab to be **easy to use** , streamlining processes and ensuring consistent, accurate document handling. - Users value the **process efficiency** of Steerlab, noting improved workflows and shorter review cycles. - Users appreciate the **streamlined RFP management** of Steerlab, significantly improving efficiency and collaboration during the process. **Cons:** - Users find Steerlab's AI has **inaccurate responses** requiring frequent double-checking for compliance-related queries. - Users find the **limited features** of Steerlab hinder workflow efficiency and require manual summarization efforts. - Users note the **missing features** in Steerlab, such as limited workflow triggers and absence of dark mode. - Users face **bug issues** with formatted template exports and version history during collaborative edits, impacting functionality. - Users find **formatting issues** in Steerlab challenging, complicating their ability to navigate and utilize the platform effectively. #### What Are Recent G2 Reviews of Steerlab? **"[Speeds Up Winning Management Proposals with Instant Historical Insights](https://www.g2.com/survey_responses/steerlab-review-13030269)"** **Rating:** 5.0/5.0 stars *— Verified User in Commercial Real Estate* [Read full review](https://www.g2.com/survey_responses/steerlab-review-13030269) --- **"[Keeps Our Messaging and Proof Points Consistent Across Every Proposal](https://www.g2.com/survey_responses/steerlab-review-13032148)"** **Rating:** 5.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/steerlab-review-13032148) --- ### 7. [Upland Qvidian](https://www.g2.com/products/upland-qvidian/reviews) Upland Qvidian is an advanced, cloud-based solution that uses a suite of automation and collaboration tools along with generative AI to automate proposal tasks and polish presentations. Qvidian helps sales proposal teams collaborate effortlessly, quickly find answers, deliver stronger RFP responses, build personalized winning proposals, and grow revenue by winning more deals. Qvidian has been built from the ground up by a team of professionals who know the industry inside and out. Over 200,000+ users arcoss the globe trust Qvidian to meet deadlines, tame proposal chaos, and win more deals, including eight of the ten largest U.S. banks and six of the ten largest European banks. Ready to learn more? Connect with us: https://uplandsoftware.com/qvidian/?utm\_source=g2&utm\_medium=affiliate **Average Rating:** 4.3/5.0 **Total Reviews:** 165 **Who Is the Company Behind Upland Qvidian?** - **Seller:** [Upland Software](https://www.g2.com/sellers/upland-software) - **Company Website:** https://uplandsoftware.com/ - **Year Founded:** 2010 - **HQ Location:** Austin, TX - **LinkedIn® Page:** https://www.linkedin.com/company/3139095/ (815 employees on LinkedIn®) - **Ownership:** NASDAQ:UPLD **Who Uses This Product?** - **Who Uses This:** Proposal Writer, Proposal Manager - **Top Industries:** Financial Services, Information Technology and Services - **Company Size:** 54% Enterprise, 34% Mid-Market #### What Are Upland Qvidian's Pros and Cons? **Pros:** - Ease of Use (58 reviews) - Document Management (32 reviews) - Content Library (29 reviews) - Features (27 reviews) - Content Management (26 reviews) **Cons:** - Limited Features (18 reviews) - Feature Usability (13 reviews) - Not Intuitive (9 reviews) - Difficult Learning (8 reviews) - Ineffective Search Functionality (8 reviews) ### What Do G2 Reviewers Say About Upland Qvidian? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of accessing and managing content** in Upland Qvidian, enhancing team collaboration and efficiency. - Users find **document management features** invaluable for efficiency and ease in organizing and updating proposal content. - Users value the **efficient content management** of Upland Qvidian, significantly enhancing their team's productivity and collaboration. - Users appreciate the **quick and reliable access to proposal content** , enhancing efficiency and ease of use with features. - Users value the **effective content management** of Upland Qvidian, enhancing their team's efficiency and support in improvements. **Cons:** - Users find the **limited features** of Upland Qvidian restrictive, impacting their overall user experience and efficiency. - Users find that **feature usability issues** hinder efficiency, with a need for better reporting and streamlined functions. - Users find Qvidian **not intuitive** , facing challenges in navigation and solution discovery compared to other tools. - Users express frustration with **difficult learning** , particularly in mastering merge codes and navigating the interface efficiently. - Users struggle with the **ineffective search functionality** in Qvidian, making it hard to find necessary solutions. #### What Are Recent G2 Reviews of Upland Qvidian? **"[Efficient Proposal Creation but Needs Enhanced Search](https://www.g2.com/survey_responses/upland-qvidian-review-8719953)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/upland-qvidian-review-8719953) --- **"[Outstanding Support from Upland Qvidian Specialists Makes Qvidian Easy to Master](https://www.g2.com/survey_responses/upland-qvidian-review-12512588)"** **Rating:** 5.0/5.0 stars *— Sono N.* [Read full review](https://www.g2.com/survey_responses/upland-qvidian-review-12512588) --- #### What Are G2 Users Discussing About Upland Qvidian? - [What does Qvidian do?](https://www.g2.com/discussions/what-does-qvidian-do) - [How do I use Rfpio?](https://www.g2.com/discussions/how-do-i-use-rfpio) - [What is RFP software?](https://www.g2.com/discussions/what-is-rfp-software) - [What is Qvidian used for?](https://www.g2.com/discussions/what-is-qvidian-used-for) ### 8. [Inventive.AI](https://www.g2.com/products/inventive-ai/reviews) Inventive AI is the fastest growing AI-native response automation platform for RFPs, RFI, Due Diligence Questionnaires (DDQ), security questionnaires (VSQs). Our clients see \> 70% efficiency in response workflows and up to 50% higher win rates. THE INVENTIVE DIFFERENCE We have built industry-leading AI Agents for 3 of the biggest problems for the sales teams: 1. AI Conflict Manager (proprietary) to tackle conflicting sources Inventive is the first and only platform to have built proprietary LLM technology to detect conflicting information between your sources, so only the most accurate data makes it to the 2. AI Context Engine (proprietary) to get highly contextual responses Our Agents take extensive context into account while responding to the questions ranging from the floated documents, meeting notes, relevant web information, and more 3. AI Agents for strategic advantage Inventive has multiple agents that help with researching your competitors as well as customers. You can also brainstorm creative ideas and do general web research on the platform. 4. New age knowledge management to reduce the pain of maintaining legacy QnA library Inventive integrates with your data tools (Sharepoint, gDrive, Confluence, Notion, etc.), which reduces dependency on SMEs to maintain legacy QnA . We also offer an approach to get rid of legacy QnA library completely for fast moving teams. 5. Answer excel questionnaires and create narrative-style proposals You can create responses to excel sheets as well as generate narrative style documents within Inventive. 6. Always ahead The founding team comes from Google AI, Stanford & UC Bekerley, and the team members are pioneers of several LLM and agentic platforms. We are always ahead of the game in terms of fast moving AI-technology. Request a demo at inventive.ai/demo **Average Rating:** 4.9/5.0 **Total Reviews:** 68 **Who Is the Company Behind Inventive.AI?** - **Seller:** [Inventive](https://www.g2.com/sellers/inventive) - **Company Website:** https://www.inventive.ai - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/inventive-ai/ (14 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 39% Small-Business, 32% Mid-Market #### What Are Inventive.AI's Pros and Cons? **Pros:** - Ease of Use (59 reviews) - Efficiency (52 reviews) - Time-saving (33 reviews) - Consistency in Responses (30 reviews) - Intuitive (29 reviews) **Cons:** - Insufficient Analytics (23 reviews) - Poor Reporting (19 reviews) - Lack of Clarity (8 reviews) - Missing Features (5 reviews) - Access Management (4 reviews) ### What Do G2 Reviewers Say About Inventive.AI? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of Inventive.AI, finding it simplifies complex tasks and speeds up responses. - Users commend the **efficiency** of Inventive.AI, significantly saving time and enhancing response quality for teams. - Users find the **time-saving capabilities** of Inventive.AI invaluable, significantly enhancing their team's efficiency and productivity. - Users value the **consistency in messaging** offered by Inventive.AI, enhancing clarity and improving overall win rates. - Users find the **ease of user experience** in Inventive.AI to be extremely intuitive and time-saving. **Cons:** - Users find the **analytics insufficient** , lacking depth for strategic planning and comprehensive insights into productivity trends. - Users find the **poor reporting** options limiting, wishing for better customization and visual representations of data. - Users feel a significant **lack of clarity** in content performance, hindering improvements and effective content management. - Users desire more **control over role-based access** and clearer onboarding to enhance their experience with Inventive.AI. - Users desire **customizable role permissions** for better control and find Slack notifications too noisy during busy weeks. #### What Are Recent G2 Reviews of Inventive.AI? **"[AI-First RFP Drafting That Eliminates Q&A Libraries and Copy-Paste](https://www.g2.com/survey_responses/inventive-ai-review-13064900)"** **Rating:** 5.0/5.0 stars *— Amit S.* [Read full review](https://www.g2.com/survey_responses/inventive-ai-review-13064900) --- **"[Grounded, Cited Drafts That Speed Up Security Questionnaires](https://www.g2.com/survey_responses/inventive-ai-review-13064840)"** **Rating:** 5.0/5.0 stars *— Vivek K.* [Read full review](https://www.g2.com/survey_responses/inventive-ai-review-13064840) --- ### 9. [AutoRFP.ai](https://www.g2.com/products/autorfp-ai/reviews) AutoRFP.ai delivers AI-powered RFP automation that helps sales & bid teams win more deals with exceptional RFP responses in a fraction of the time. Unlike legacy systems that rely on outdated libraries, AutoRFP.ai harnesses the full power of AI to automatically generate comprehensive RFP responses in seconds. Our AI engine instantly: - Analyzes requirements - Searches your content - Drafts tailored responses using your company's unique terminology and tone. Key Differentiators: Immediate Time-to-Value: Generate complete draft responses for hundreds of requirements in seconds, not days. Superior Accuracy: Our AI engine provides transparent "Trust Scores" for each response, showing confidence levels based on your source content. Seamless Collaboration: Purpose-built workflows unite bid teams, subject matter experts, and reviewers with real-time progress tracking. Multi-Format Support: Easily handle Excel, Word, PDF, and online portal submissions through our powerful browser extension. No Library Maintenance: Eliminate time-consuming content reviews with our library-less approach that learns from each approved response. Intelligent Conflict Resolution: AI automatically resolves content conflicts based on recency and context, reducing manual review requirements. Customers report dramatically reduced response times (60% average time savings), increased bid participation rates (30% more RFPs completed), and improved win rates (10%+ uplift) after implementing AutoRFP.ai. AutoRFP.ai is SOC2 & ISO 27001 certified, placing security and privacy at our core. **Average Rating:** 4.8/5.0 **Total Reviews:** 60 **Who Is the Company Behind AutoRFP.ai?** - **Seller:** [AutoRFP.ai](https://www.g2.com/sellers/autorfp-ai) - **Company Website:** https://autorfp.ai - **Year Founded:** 2022 - **HQ Location:** Brisbane, QLD - **LinkedIn® Page:** https://www.linkedin.com/company/auto-rfp/ (20 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 65% Mid-Market, 23% Small-Business #### What Are AutoRFP.ai's Pros and Cons? **Pros:** - Time-saving (34 reviews) - RFP Management (25 reviews) - Team Collaboration (19 reviews) - Customer Support (16 reviews) - Efficiency (16 reviews) **Cons:** - Not Intuitive (5 reviews) - Poor Interface Design (4 reviews) - Feature Usability (3 reviews) - Navigation Difficulty (3 reviews) - Difficult Learning (2 reviews) ### What Do G2 Reviewers Say About AutoRFP.ai? *AI-generated summary from verified user reviews* **Pros:** - Users highly value the **time-saving efficiency** of AutoRFP.ai, dramatically reducing hours spent on tedious RFP tasks. - Users value the **time-saving capabilities** of AutoRFP.ai, significantly reducing manual workload in the RFP process. - Users appreciate the **ease of collaboration** with AutoRFP.ai, enhancing teamwork and streamlining the RFP process. - Users praise the **fantastic customer support** at AutoRFP.ai, enhancing the overall experience and efficiency of the software. - Users appreciate the **efficiency** of AutoRFP.ai, drastically reducing time spent on RFPs and enabling faster submissions. **Cons:** - Users find the **navigation not intuitive** , affecting their ability to quickly organize information on the platform. - Users note the **poor interface design** of AutoRFP.ai, though improvements are being made to enhance usability. - Users find the **feature usability lacking** , citing difficulties with intuitiveness and the need for better guidance. - Users find the **navigation difficulty** challenging, often struggling to locate project details and reorder information intuitively. - Users find the **difficult learning** curve of AutoRFP.ai challenging, noting that training could ease the process. #### What Are Recent G2 Reviews of AutoRFP.ai? **"[Efficient AI-Powered RFP Management](https://www.g2.com/survey_responses/autorfp-ai-review-12941382)"** **Rating:** 4.5/5.0 stars *— Jason M.* [Read full review](https://www.g2.com/survey_responses/autorfp-ai-review-12941382) --- **"[AutoRFP Turns Messy Excel Into Accurate Answers and Streamlines RFPs](https://www.g2.com/survey_responses/autorfp-ai-review-12917497)"** **Rating:** 5.0/5.0 stars *— David F.* [Read full review](https://www.g2.com/survey_responses/autorfp-ai-review-12917497) --- ### 10. [Conveyor](https://www.g2.com/products/conveyor-conveyor/reviews) Conveyor is the market-leading AI security review automation platform that helps infosec & presales teams automate the entire security review -- from security questionnaire completion and sharing security documentation like a SOC 2 in one-click. With AI so accurate, you can even pass most of your security review workflows to our new AI Agent for Customer Trust. Why teams love Conveyor: 1. The only trust center to offer an upload questionnaire for instant answers experience along with all the bells & whistles to share security documentation at scale 2. Plus, AI-questionnaire response to auto-generate 95%+ accurate answers to entire questionnaires so you can speed through review. **Average Rating:** 4.6/5.0 **Total Reviews:** 150 **Who Is the Company Behind Conveyor?** - **Seller:** [Conveyor](https://www.g2.com/sellers/conveyor-5e432251-cc59-40a2-a9dd-cff110558d40) - **Company Website:** https://www.conveyor.com - **Year Founded:** 2021 - **HQ Location:** San Francisco, US - **Twitter:** @conveyor (379 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/conveyorhq (64 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Account Executive - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Mid-Market, 27% Enterprise #### What Are Conveyor's Pros and Cons? **Pros:** - Ease of Use (46 reviews) - Time-saving (45 reviews) - Efficiency (34 reviews) - Intuitive (23 reviews) - Artificial Intelligence (17 reviews) **Cons:** - Missing Features (9 reviews) - Integration Issues (8 reviews) - Inaccurate Responses (6 reviews) - Poor Interface Design (6 reviews) - Lack of Clarity (5 reviews) ### What Do G2 Reviewers Say About Conveyor? *AI-generated summary from verified user reviews* **Pros:** - Users value the **ease of use** of Conveyor, finding it intuitive for managing and accessing documents effortlessly. - Users highlight the **time-saving benefits** of Conveyor, streamlining RFPs and improving overall efficiency. - Users appreciate the **efficiency** of Conveyor, streamlining security questionnaires and improving workflow communication significantly. - Users highlight Conveyor's **intuitive automation** , streamlining security questionnaire handling and enhancing workflow efficiency effortlessly. - Users appreciate the **AI features** in Conveyor for enhancing documentation management and streamlining compliance processes. **Cons:** - Users express concern over **missing features** like bulk downloads and a clear roadmap for Conveyor's Trust Center. - Users face **integration issues** with Conveyor, particularly with Salesforce and the API capabilities for updates. - Users experience **inaccurate responses** over time, though customer support remains consistently commendable and helpful. - Users find the **poor interface design** of Conveyor challenging, often needing assistance to navigate the portal effectively. - Users feel a lack of **clarity** in Conveyor's communication, leaving them confused about its Trust Center functionality. #### What Are Recent G2 Reviews of Conveyor? **"[Streamlined Security Reviews with Minor Customization Gaps](https://www.g2.com/survey_responses/conveyor-review-11882453)"** **Rating:** 4.0/5.0 stars *— Gregorio P.* [Read full review](https://www.g2.com/survey_responses/conveyor-review-11882453) --- **"[Conveyor Streamlines Security Questionnaires, But Needs Google Doc Support](https://www.g2.com/survey_responses/conveyor-review-11874357)"** **Rating:** 4.0/5.0 stars *— Abe P.* [Read full review](https://www.g2.com/survey_responses/conveyor-review-11874357) --- ### 11. [Tribble](https://www.g2.com/products/tribble/reviews) Tribble is a deal intelligence platform designed to empower enterprise sales teams by transforming scattered organizational knowledge into a strategic advantage throughout the deal cycle. At its core, Tribble utilizes a dynamic knowledge graph that aggregates various data sources, including documents, call recordings, emails, CRM data, past proposals, and compliance documentation. This integration creates a centralized intelligence hub that evolves with each interaction, ensuring that sales teams have access to the most relevant information at their fingertips. The platform particularly shines in its ability to streamline the RFP (Request for Proposal) and questionnaire response processes. Tribble generates highly accurate and confident AI-driven responses by anchoring each answer in the organization’s approved knowledge base, complete with source attribution and confidence scoring. This capability allows teams to respond to inquiries in a matter of hours rather than weeks, ensuring that every response leverages the strongest institutional knowledge available, rather than relying solely on individual recollections. This feature positions Tribble as a leader in the market for organizations looking to enhance their proposal efficiency and effectiveness. Beyond improving response times, Tribble Engage equips sales teams with real-time intelligence for every client interaction. The platform automates pre-call preparations, providing essential context to ensure that team members enter meetings well-prepared. During meetings, Tribble offers coaching and guidance to steer conversations toward desired outcomes. Additionally, automated follow-ups, CRM updates, and tailored communications reduce the administrative burden on sales professionals, allowing them to concentrate on selling rather than paperwork. The analytics feature, Tribblytics, further enhances the platform by converting every deal interaction into actionable insights. Users can identify knowledge gaps that may have cost them deals and determine which content needs to be developed next. By tracking response quality trends across the team, organizations can ensure that each subsequent proposal is stronger than the last. This proactive approach turns potential blind spots into competitive advantages, enabling teams to continuously improve their performance. Tribble seamlessly integrates with existing technology stacks, including Salesforce, HubSpot, SharePoint, and Google Drive, ensuring that institutional knowledge is automatically incorporated into every response and conversation. By eliminating low-value tasks that can hinder deal progression, Tribble allows organizations to focus on revenue-driving activities, enabling them to respond faster, engage more intelligently, and ultimately win more deals. **Average Rating:** 4.7/5.0 **Total Reviews:** 162 **Who Is the Company Behind Tribble?** - **Seller:** [Tribble](https://www.g2.com/sellers/tribble) - **Company Website:** https://tribble.ai/ - **Year Founded:** 2023 - **HQ Location:** Los Angeles, CA - **Twitter:** @Tribble_ai (36 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/tribbleai/ (23 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Account Executive - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 43% Mid-Market, 39% Enterprise #### What Are Tribble's Pros and Cons? **Pros:** - Ease of Use (48 reviews) - Time-saving (43 reviews) - Efficiency (31 reviews) - Integrations (26 reviews) - RFP Management (24 reviews) **Cons:** - Inaccurate Responses (16 reviews) - Limited Features (12 reviews) - AI Inaccuracy (9 reviews) - AI Limitations (8 reviews) - Inaccuracy (8 reviews) ### What Do G2 Reviewers Say About Tribble? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **easy-to-use interface** of Tribble, which significantly enhances efficiency in managing RFX responses. - Users value the **time-saving** capabilities of Tribble, significantly reducing workload and expediting response accuracy under tight deadlines. - Users praise Tribble for its **efficiency** , significantly reducing workload and improving response accuracy for RFX tasks. - Users appreciate the **seamless integrations** of Tribble, enhancing efficiency and accessibility across sales and engineering teams. - Users appreciate the **efficiency of RFP management** in Tribble, saving time and effort while streamlining responses. **Cons:** - Users face challenges with **inaccurate responses** from Tribble, requiring careful evaluation and precise prompts for better results. - Users wish for a **broader set of features** in Tribble to enhance project management and simplify usage. - Users face challenges with **AI inaccuracy** , experiencing outdated information and vague responses that require additional clarification. - Users find **AI limitations** apparent in vague responses, outdated knowledge, and the requirement for precise prompting for better results. - Users face **inaccuracies** with Tribble, noting the need for precise prompting for improved output quality. #### What Are Recent G2 Reviews of Tribble? **"[Tribble Makes Our Tech Stack Click—Intuitive Workflows and Time-Saving Answers](https://www.g2.com/survey_responses/tribble-review-11162777)"** **Rating:** 4.5/5.0 stars *— Caroline J.* [Read full review](https://www.g2.com/survey_responses/tribble-review-11162777) --- **"[Tribble Rocks](https://www.g2.com/survey_responses/tribble-review-13067973)"** **Rating:** 5.0/5.0 stars *— Beau B.* [Read full review](https://www.g2.com/survey_responses/tribble-review-13067973) --- ### 12. [1up](https://www.g2.com/products/1up/reviews) The world’s best Sales & IT teams use 1up to answer sales questions, RFPs, and security questionnaires 10x faster. Based in New York City, 1up has raised more than $8 million and is trusted by industry leaders such as WalkMe, Gladly, Deliveroo, and many more across the globe to unlock a faster sales experience. Start your free trial at 1up.ai ⚡👾⚡ **Average Rating:** 4.9/5.0 **Total Reviews:** 23 **Who Is the Company Behind 1up?** - **Seller:** [1up](https://www.g2.com/sellers/1up) - **Year Founded:** 2021 - **HQ Location:** New York - **LinkedIn® Page:** https://www.linkedin.com/company/1up-ai/ (38 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 78% Mid-Market, 17% Small-Business #### What Are 1up's Pros and Cons? **Pros:** - Time-saving (10 reviews) - Collaboration (9 reviews) - Automation (8 reviews) - Ease of Use (8 reviews) - Efficiency (8 reviews) **Cons:** - Inaccurate Responses (2 reviews) - Limited Features (2 reviews) - Limited Results (2 reviews) - Access Limitations (1 reviews) - File Management (1 reviews) ### What Do G2 Reviewers Say About 1up? *AI-generated summary from verified user reviews* **Pros:** - Users love how 1up offers **time-saving automation** for RFPs, streamlining processes and centralizing information. - Users value the **exceptional collaboration** with the 1up team, experiencing prompt support and attentive feedback integration. - Users love how 1up offers **automation** to streamline compliance tasks, freeing up time for engaging with prospects. - Users commend the **ease of use** of 1Up, appreciating its efficiency and value in managing tasks effectively. - Users commend 1up for its **efficiency** in automating security questionnaires, significantly speeding up the compliance process. **Cons:** - Users experience **inaccurate responses** from 1up, particularly with complex questions requiring detailed answers. - Users find 1up has **limited features** , making it cumbersome to use despite good support and responsiveness. - Users find the **limited results** from 1up frustrating due to missing features and question length restrictions. - Users find the **access limitations** of 1up cumbersome, especially with restricted question length affecting usability. - Users are frustrated by the **limited file format support** in 1up, desiring more options for uploads. #### What Are Recent G2 Reviews of 1up? **"[Streamlined the RfP process across the organisation](https://www.g2.com/survey_responses/1up-review-11223931)"** **Rating:** 5.0/5.0 stars *— Tristan B.* [Read full review](https://www.g2.com/survey_responses/1up-review-11223931) --- **"[Great Tool, Very Responsive Team](https://www.g2.com/survey_responses/1up-review-10350567)"** **Rating:** 5.0/5.0 stars *— Holly G.* [Read full review](https://www.g2.com/survey_responses/1up-review-10350567) --- ### 13. [Ombud](https://www.g2.com/products/ombud/reviews) Built on a foundation of expertise in sales engineering & response management, Ombud serves enterprise-level RevOps teams. Our platform combines Generative AI, content collaboration, project management, & machine learning to streamline the creation of client-facing Sales & Business Development documentation. We move beyond basic automation & knowledge management, offering context-aware intelligent support. This enables RevOps teams to significantly elevate efficiency, cut costs, & surpass growth goals. Ombud partners with medium to large enterprises, streamlining Revenue Operations processes related to Proposal Management, PreSales, Sales & Client Service organizations. Here’s how Ombud is different: ▸ Enterprise-Grade Platform: We are built for enterprise deployments, & are able to scale to that level of complexity. We successfully support global organizations across industries. Versatility Across Use-Cases: We are more than an RFP tool. Use-cases include RFX, InfoSec questionnaires, proactive sales proposals, SOWs & contracts, security documentation, POC frameworks & more. ▸ Generative AI & Machine Learning: Our advanced GenaI capabilities integrate curated & organic content, unlocking your team’s best work & easily surfacing it for reuse. Results compound & improve over time. ▸ Scalability & Growth: We built our product to scale with you. We do not cap users or concurrent projects. We do not charge per feature or present paywalls. We foster scaling adoption, we do not inhibit it. ▸ Change Management & Adoption: We are a high-touch partner. This spans implementation & change management, training, ongoing education & full-service import services. The result for global enterprises like Zendesk, UKG, Pegasystems, Anaplan, Sage and OneStream is a consistent message, faster turnaround time, and professional deliverables at each key step of the sales process. Ombud is headquartered in Denver, CO. To learn more, please visit https://www.ombud.com/ **Average Rating:** 4.7/5.0 **Total Reviews:** 26 **Who Is the Company Behind Ombud?** - **Seller:** [Ombud](https://www.g2.com/sellers/ombud) - **Year Founded:** 2011 - **HQ Location:** Denver, Colorado - **Twitter:** @ombud (278 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/ombud/ (44 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 54% Enterprise, 46% Mid-Market #### What Are Ombud's Pros and Cons? **Pros:** - Collaboration (1 reviews) - Ease of Process (1 reviews) - Ease of Use (1 reviews) - RFP Management (1 reviews) - Team Collaboration (1 reviews) **Cons:** - Not Intuitive (1 reviews) - UX Improvement (1 reviews) ### What Do G2 Reviewers Say About Ombud? *AI-generated summary from verified user reviews* **Pros:** - Users value the **easy collaboration** features of Ombud, simplifying RFP uploads and response exports. - Users appreciate the **ease of process** with Ombud, making RFP handling and collaboration simple and efficient. - Users value the **ease of use** of Ombud, simplifying RFP uploads, collaboration, and exporting responses. - Users find Ombud's **RFP management** intuitive, simplifying collaboration and export of responses for lengthy documents. - Users value the **ease of collaboration** in Ombud, facilitating efficient RFP management and response generation. **Cons:** - Users find Ombud to be **not intuitive** , preferring a competitor for its user-friendly and easy experience. - Users regret switching from Ombud, noting its **user unfriendliness** compared to competitor platforms affecting ease of use. #### What Are Recent G2 Reviews of Ombud? **"[Ombud Makes RFPs Easy with an Efficient, AI-Driven Library](https://www.g2.com/survey_responses/ombud-review-12459120)"** **Rating:** 4.5/5.0 stars *— Verified User in Human Resources* [Read full review](https://www.g2.com/survey_responses/ombud-review-12459120) --- **"[Ombud makes RFPs easy](https://www.g2.com/survey_responses/ombud-review-8840691)"** **Rating:** 4.0/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/ombud-review-8840691) --- #### What Are G2 Users Discussing About Ombud? - [What is Ombud used for?](https://www.g2.com/discussions/what-is-ombud-used-for) ### 14. [SiftHub](https://www.g2.com/products/sifthub/reviews) SiftHub is an AI RFP software and deal orchestration platform built for presales and revenue teams. Pulse is SiftHub's live, in-call assistant that surfaces sourced, deal-aware answers on your rep's screen in real time, so reps stop deferring, and deals move faster. SiftHub automates RFP responses, security questionnaires, competitive battlecards, meeting prep, and buyer-facing collateral so sales engineers and account executives spend less time on admin and more time winning deals. What does SiftHub do? SiftHub's AI agents handle the high-friction work across the deal cycle. Teams use it to complete RFPs 8x faster, generate first-draft responses to security questionnaires in minutes, build competitive battlecards on demand, and walk into every call with a prepared brief. During the call, SiftHub Pulse surfaces deal-aware answers the moment a buyer asks a curveball question. Reps stay in the conversation. SEs stop getting pulled into calls just to answer documented questions. All grounded in verified internal content, not free-form AI. Who uses SiftHub? SiftHub is used by presales leaders, sales engineers, bid managers, and account executives at mid-market and enterprise SaaS companies. Customers include Saviynt, Sirion, Superhuman, Allego, and Rocketlane. What results do SiftHub customers see? Superhuman's team reclaimed 8+ hours per week and cut SE query load in half. Sirion handles 1.5x more RFPs monthly without adding headcount. Rocketlane reclaimed 70% of SE bandwidth. Allego's VP of Solution Consulting credited SiftHub with measurable time savings on RFP and security responses across their GTM team. What does SiftHub integrate with? SiftHub connects to Google Drive, SharePoint, Confluence, Notion, Gong, Salesforce, HubSpot, Slack, Zendesk, and more. It works natively inside Word, Excel, Google Docs, and Google Sheets, and includes a browser extension for filling procurement portals directly — no copy-paste required. What is SiftHub Pulse? SiftHub Pulse is a live, in-call assistant. The answer to every question a buyer asks almost always exists somewhere in your org, inside a knowledge base, an old RFP, a Slack thread, or a top rep's call. Pulse brings those answers to your rep in real time, on the call, right when they need them. The answer isn't generic, it's shaped by what Pulse knows about this deal: account context, prior calls, and what's in the open proposal. Is SiftHub accurate and secure? Every response is grounded in your verified, approved content. SiftHub achieves over 99% response accuracy and includes source attribution on every answer, so teams can review, edit, and submit with confidence. SiftHub is SOC 2 Type II and ISO 27001 certified, with VAPT-grade security, role-based access controls, and full audit trails across the RFP lifecycle. Your data is never used to train public models. Most teams are live within a week. **Average Rating:** 4.5/5.0 **Total Reviews:** 53 **Who Is the Company Behind SiftHub?** - **Seller:** [SiftHub](https://www.g2.com/sellers/sifthub) - **Company Website:** https://www.sifthub.io/ - **Year Founded:** 2023 - **HQ Location:** San Francisco, US - **Twitter:** @sifthubhq (123 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sifthubhq/ (33 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 80% Mid-Market, 7% Enterprise #### What Are SiftHub's Pros and Cons? **Pros:** - Efficiency (23 reviews) - Time-saving (22 reviews) - Ease of Use (18 reviews) - RFP Management (12 reviews) - Accuracy (10 reviews) **Cons:** - AI Limitations (3 reviews) - Integration Issues (3 reviews) - Limited Features (3 reviews) - Formatting Issues (2 reviews) - Missing Features (2 reviews) ### What Do G2 Reviewers Say About SiftHub? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **seamless integration** of SiftHub, enhancing operational efficiency and reducing deployment time effectively. - Users highlight **time-saving benefits** of SiftHub, automating tasks and streamlining workflows effectively. - Users appreciate the **ease of use** of SiftHub, enjoying its intuitive setup and quick access to accurate information. - Users find SiftHub's **automated RFP management** invaluable, streamlining responses and enhancing team efficiency significantly. - Users value SiftHub's **accuracy** in providing up-to-date information, streamlining RFP processes and enhancing efficiency. **Cons:** - Users encounter **AI limitations** in SiftHub, such as issues with source transparency and document formatting. - Users experience **integration issues** with SiftHub, particularly with sync times and missing key connections like Salesforce. - Users note the **limited features** of SiftHub, wishing for enhanced source integration and notifications for outdated material. - Users experience **formatting issues** with exported documents, especially in tables or branded templates, needing occasional manual adjustments. - Users notice a **lack of detailed insights** in the analytics section, limiting the platform's AI capabilities. #### What Are Recent G2 Reviews of SiftHub? **"[Efficient Autofill, but Projects Need Improvement](https://www.g2.com/survey_responses/sifthub-review-12606784)"** **Rating:** 4.0/5.0 stars *— Jennifer J.* [Read full review](https://www.g2.com/survey_responses/sifthub-review-12606784) --- **"[Streamlined RFP Responses with SiftHub](https://www.g2.com/survey_responses/sifthub-review-12754835)"** **Rating:** 4.5/5.0 stars *— Pradeep K.* [Read full review](https://www.g2.com/survey_responses/sifthub-review-12754835) --- ### 15. [Arphie](https://www.g2.com/products/arphie/reviews) Arphie is an AI-powered RFP automation platform that helps sales, solutions engineering, investor relations, and security teams complete RFPs, RFIs, DDQs, and security questionnaires faster and with higher quality. Instead of spending hours drafting first-pass responses, searching for information, or manually maintaining a knowledge base, Arphie automates the most time-consuming parts of the RFP process by combining advanced artificial intelligence with human-in-the-loop workflows—freeing your team to focus on revenue, sales execution, and strategic work. Using cutting-edge, patent-pending AI technology, Arphie can: ■ Connect to your business information where it resides, without having to deal with pulling it into your knowledge base in a Q&A form, or having to manually update data. For example, when your marketing team updates the pitch presentation document, Arphie will automatically recognize those changes and make it available for use. Arphie can also migrate information from legacy RFP software in just a few clicks, so you won't lose anything from your prior content library. ■ Generate AI-written first-draft responses with full transparency. Arphie shows exactly where each answer comes from, displaying source citations and confidence signals alongside the generated response—so reviewers can trust and validate answers quickly. ■ Make knowledge management proactive instead of reactive. Arphie intelligently flags answers that may be outdated when underlying documents change and suggests improved responses—eliminating last-minute scrambles and ongoing manual updates. See how Arphie can bring your team into a whole new RFP paradigm — get a demo at www.arphie.ai today. **Average Rating:** 5.0/5.0 **Total Reviews:** 22 **Who Is the Company Behind Arphie?** - **Seller:** [Arphie](https://www.g2.com/sellers/arphie) - **Year Founded:** 2023 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** https://www.linkedin.com/company/arphie (8 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 50% Mid-Market, 32% Enterprise #### What Are Arphie's Pros and Cons? **Pros:** - Ease of Use (10 reviews) - Time-saving (9 reviews) - Intuitive (8 reviews) - Efficiency (7 reviews) - RFP Management (7 reviews) **Cons:** - Export Issues (3 reviews) - Software Bugs (2 reviews) - Formatting Issues (1 reviews) - Inadequate Reporting (1 reviews) - Lack of Mobile Accessibility (1 reviews) ### What Do G2 Reviewers Say About Arphie? *AI-generated summary from verified user reviews* **Pros:** - Users find Arphie **incredibly intuitive and easy to use** , significantly enhancing RFP response efficiency and content management. - Users rave about the **time-saving capabilities** of Arphie, significantly streamlining RFP responses and improving workflows. - Users love Arphie's **intuitive user interface** , making onboarding and integration incredibly easy and efficient. - Users appreciate the **efficiency** of Arphie, significantly reducing time spent on RFP responses and enhancing team collaboration. - Users highlight the **time-saving automation** in Arphie, transforming RFP responses with efficiency and seamless integration. **Cons:** - Users note that **export issues** exist, particularly with limited file format options for question-and-answer pairs. - Users note that **software bugs** are rare, but when they occur, the team resolves them quickly. - Users notice some **formatting issues** , especially regarding extraction, which can hinder their initial experience with Arphie. - Users note **inadequate reporting** features in Arphie, with some pending aspects affecting their overall experience. - Users find the **lack of mobile accessibility** frustrating, highlighting the need for a mobile-native version of Arphie. #### What Are Recent G2 Reviews of Arphie? **"[Dynamic Iption Speeds Up RFPs with Faster, Higher-Quality Answers](https://www.g2.com/survey_responses/arphie-review-12993146)"** **Rating:** 5.0/5.0 stars *— Ujjal M.* [Read full review](https://www.g2.com/survey_responses/arphie-review-12993146) --- **"[Intuitive Interface, Impressive AI Answers, and Fast Support](https://www.g2.com/survey_responses/arphie-review-12950132)"** **Rating:** 5.0/5.0 stars *— Bill B.* [Read full review](https://www.g2.com/survey_responses/arphie-review-12950132) --- ### 16. [Proposify](https://www.g2.com/products/proposify/reviews) Proposify is the online proposal software that gives you control and visibility into the most important stage of your sales process. The close. From deal design to sign-off, get the confidence and flexibility to dominate deals. Create impressive sales documents that stay consistent and error-free. Receive the insights to scale your process, make timely engagements, and accurately forecast. Deliver a seamless sign-off experience for your customers and prospects. Features include a flexible and user-friendly design editor, electronic signatures, CRM integrations, data-driven insights, interactive pricing, content management, approvals, and so much more. If you're ready to give your sales team the competitive edge, visit our website or book a demo at https://www.proposify.com. **Average Rating:** 4.6/5.0 **Total Reviews:** 1,111 **Who Is the Company Behind Proposify?** - **Seller:** [Proposify](https://www.g2.com/sellers/proposify) - **Company Website:** https://www.proposify.com/ - **Year Founded:** 2012 - **HQ Location:** Halifax - **Twitter:** @proposify (4,207 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2934548/ (79 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Owner - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 84% Small-Business, 14% Mid-Market #### What Are Proposify's Pros and Cons? **Pros:** - Ease of Use (40 reviews) - Templates (23 reviews) - Easy Creation (20 reviews) - Customization (16 reviews) - Ease of Creation (16 reviews) **Cons:** - Difficult Editing (13 reviews) - Limited Customization (13 reviews) - Editing Difficulties (11 reviews) - Feature Usability (9 reviews) - Missing Features (9 reviews) ### What Do G2 Reviewers Say About Proposify? *AI-generated summary from verified user reviews* **Pros:** - Users love the **ease of use** of Proposify, making proposal creation quick and efficient with user-friendly features. - Users find that the **abundance of templates** in Proposify enables quick and efficient proposal preparation. - Users love the **easy creation** of proposals with Proposify's diverse templates and user-friendly design features. - Users value the **customization options** in Proposify, enhancing professionalism and efficiency in their proposals. - Users highlight the **ease of creation** with Proposify, appreciating its user-friendly interface and seamless proposal process. **Cons:** - Users struggle with **difficult editing** , finding the software unintuitive and formatting inconsistent for content creation. - Users note **limited customization** options for advanced features, impacting their ability to tailor proposals effectively. - Users find **editing difficulties** in Proposify frustrating, requiring more flexibility and user-friendly design options. - Users face **usability challenges** with Proposify, struggling with mobile compatibility and a complex editing interface. - Users find the **missing advanced features** in Proposify limiting, impacting customization and overall usability. #### What Are Recent G2 Reviews of Proposify? **"[Effortlessly Bridges Sales and Marketing](https://www.g2.com/survey_responses/proposify-review-12868681)"** **Rating:** 4.5/5.0 stars *— Maria A.* [Read full review](https://www.g2.com/survey_responses/proposify-review-12868681) --- **"[Provides Reliable Accuracy in Generating Proposals and Quick Sending of Quotation Summary to Clients](https://www.g2.com/survey_responses/proposify-review-12957267)"** **Rating:** 5.0/5.0 stars *— Andre F.* [Read full review](https://www.g2.com/survey_responses/proposify-review-12957267) --- #### What Are G2 Users Discussing About Proposify? - [What is Proposify used for?](https://www.g2.com/discussions/what-is-proposify-used-for) - 1 comment ### 17. [Qwilr](https://www.g2.com/products/qwilr/reviews) Make your competitors’ proposals look primitive with Qwilr. Send proposals, generate quotes, collect sign-off, and get paid – all in one place. Trusted by 5,000+ organizations including OpenTable, Thomson Reuters, Drata, Yale University and more, Qwilr helps sales teams close deals faster by turning static proposals and quotes into interactive, trackable web pages. With Qwilr, you can… Create impressive, interactive proposals: Engage buyers with dynamic proposals featuring videos, interactive pricing, calendar links and more Get deals closed faster: Get deals signed with legally-compliant e-signatures and collect payments instantly with our integrated payments solution, QwilrPay Track buyer engagement: See what your buyers view and click on, and use this to tailor your follow-ups. Get real-time alerts via Slack or email when buyers take action Keep every page consistently branded: Standardize your proposals, automatically applying your fonts and colors to every page Scale your process with automation: Connect Qwilr to Salesforce, HubSpot, Pipedrive or Zoho and automate proposal creation. Improve team efficiency: Create reusable templates and content blocks, so that reps never start from scratch Thousands of sales teams use Qwilr to modernize their proposal process, impress buyers, and close deals faster. Try Qwilr free for 14 days: https://qwilr.com/ **Average Rating:** 4.6/5.0 **Total Reviews:** 895 **Who Is the Company Behind Qwilr?** - **Seller:** [Qwilr](https://www.g2.com/sellers/qwilr) - **Company Website:** https://qwilr.com - **Year Founded:** 2014 - **HQ Location:** Redfern, New South Wales - **Twitter:** @Qwilr (2,506 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5173204/ (103 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Account Executive, CEO - **Top Industries:** Marketing and Advertising, Computer Software - **Company Size:** 80% Small-Business, 16% Mid-Market #### What Are Qwilr's Pros and Cons? **Pros:** - Ease of Use (99 reviews) - Simple (53 reviews) - Customer Support (50 reviews) - Templates (50 reviews) - Easy Setup (49 reviews) **Cons:** - Limited Customization (26 reviews) - Difficult Editing (18 reviews) - Missing Features (18 reviews) - Integration Issues (17 reviews) - Limited Features (16 reviews) ### What Do G2 Reviewers Say About Qwilr? *AI-generated summary from verified user reviews* **Pros:** - Users find Qwilr's platform **easy to use** , thanks to its user-friendly interface and helpful drag-and-drop features. - Users love the **professional and visually impressive proposals** Qwilr helps create, enhancing client interaction and experience. - Users appreciate the **responsive support team** of Qwilr, making it easy to get help whenever needed. - Users love the **visual templates** of Qwilr, enhancing proposals and documents with stunning, interactive designs. - Users love the **easy setup** of Qwilr, enabling the creation of professional and interactive proposals effortlessly. **Cons:** - Users find the **limited customization options** frustrating, facing challenges with formatting and layout control in Qwilr. - Users find the **difficult editing** experience frustrating due to limitations in text edits and drag-and-drop functionality. - Users face **missing features** such as real-time Salesforce syncing and limited integration options, impacting usability and flexibility. - Users face **integration issues** with Qwilr, particularly with HubSpot and QuickBooks, affecting their overall satisfaction. - Users find the **limited formatting options** in Qwilr restricting, impacting their design flexibility and usability. #### What Are Recent G2 Reviews of Qwilr? **"[Qwilr- Pretty Proposal and Responsive Support](https://www.g2.com/survey_responses/qwilr-review-6913855)"** **Rating:** 4.5/5.0 stars *— Erik S.* [Read full review](https://www.g2.com/survey_responses/qwilr-review-6913855) --- **"[Flexible Drag-and-Drop Proposals, Great HubSpot Integration, and Stellar Support](https://www.g2.com/survey_responses/qwilr-review-12950377)"** **Rating:** 5.0/5.0 stars *— Ryan P.* [Read full review](https://www.g2.com/survey_responses/qwilr-review-12950377) --- #### What Are G2 Users Discussing About Qwilr? - [What is Qwilr used for?](https://www.g2.com/discussions/what-is-qwilr-used-for) ### 18. [QorusDocs](https://www.g2.com/products/qorusdocs/reviews) QorusDocs is AI-powered proposal management software that automates the creation of personalized pitches, presentations, proposals, and RFP responses. QorusDocs allows business development, sales, marketing and bid teams to collaborate seamlessly, optimizing billable hours and increasing client wins. QPilot the secure and private AI from QorusDocs, revolutionizes the work of business development, sales, and bid teams. QPilot simplifies the process of creating pitches, proposals, and RFP responses, enhancing efficiency and quality while eliminating monotonous tasks. With QPilot, you can allocate more time to cultivate client relationships and refine the strategic art of your presentations. Learn more at www.qorusdocs.com **Average Rating:** 4.4/5.0 **Total Reviews:** 166 **Who Is the Company Behind QorusDocs?** - **Seller:** [QorusDocs](https://www.g2.com/sellers/qorusdocs) - **Year Founded:** 2012 - **HQ Location:** Seattle, WA - **Twitter:** @qorusdocs (2,614 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1203323/ (62 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 49% Enterprise, 31% Mid-Market #### What Are QorusDocs's Pros and Cons? **Pros:** - Ease of Use (12 reviews) - Document Management (9 reviews) - Content Management (8 reviews) - Customer Support (8 reviews) - Simple (8 reviews) **Cons:** - Limited Features (4 reviews) - Slow Performance (4 reviews) - Complexity (3 reviews) - Content Management (3 reviews) - Delays (3 reviews) ### What Do G2 Reviewers Say About QorusDocs? *AI-generated summary from verified user reviews* **Pros:** - Users love the **intuitive ease of use** of QorusDocs, facilitating seamless integration with existing workflows in O365. - Users appreciate the **seamless integration with O365** , enhancing document management and workflow fluidity in their organization. - Users value the **ease of access and organization** provided by QorusDocs, simplifying document management and collaboration. - Users praise the **responsive and helpful customer support** from QorusDocs, enhancing collaboration and process improvement. - Users find QorusDocs' **intuitive functionality** enhances document creation, integrating seamlessly with O365 workflows. **Cons:** - Users find the **limited features** of QorusDocs restrict their ability to track pursuits effectively. - Users experience **slow performance** with QorusDocs, facing delays and occasional application hangs while accessing content. - Users note the **complexity** of QorusDocs requires technical expertise, making it less accessible for some organizations. - Users find **missing simple features** in QorusDocs, such as content reordering and a built-in search function. - Users experience **delays** in opening large documents and frustration from slow support ticket resolutions due to frequent updates. #### What Are Recent G2 Reviews of QorusDocs? **"[Well-Designed AI Skills for Fast, Fully Formatted RFP Drafts](https://www.g2.com/survey_responses/qorusdocs-review-12227518)"** **Rating:** 5.0/5.0 stars *— Gordon B.* [Read full review](https://www.g2.com/survey_responses/qorusdocs-review-12227518) --- **"[QorusDocs helps me to automatize pursuits set up process](https://www.g2.com/survey_responses/qorusdocs-review-10744690)"** **Rating:** 5.0/5.0 stars *— Mariana F.* [Read full review](https://www.g2.com/survey_responses/qorusdocs-review-10744690) --- #### What Are G2 Users Discussing About QorusDocs? - [What is QorusDocs used for?](https://www.g2.com/discussions/what-is-qorusdocs-used-for) - 1 comment - [What does Qorus do?](https://www.g2.com/discussions/what-does-qorus-do) - 1 comment - [What is Proposal Management Software?](https://www.g2.com/discussions/what-is-proposal-management-software) - [What is RFP software?](https://www.g2.com/discussions/qorusdocs-what-is-rfp-software) - [What is qorus breeze?](https://www.g2.com/discussions/what-is-qorus-breeze) ### 19. [SEQUESTO](https://www.g2.com/products/sequesto/reviews) Our mission is to empower commercial teams. SEQUESTO is the agentic operating system for commercial teams. Purpose-built for response work, the SEQUESTO aOS brings multi-model intelligence, specialist agents, and connected knowledge into one platform. RFPs, tenders, DDQs, and security questionnaires, handled end-to-end. Cited. Auditable.Every response, handled. The final word, yours. 50+ companies trust SEQUESTO with their commercial teams, including ISS, Xerox, Barona, and ID Medical. Backed by Smartfin, Newion, and TorusVC. **Average Rating:** 5.0/5.0 **Total Reviews:** 10 **Who Is the Company Behind SEQUESTO?** - **Seller:** [SEQUESTO](https://www.g2.com/sellers/sequesto) - **Company Website:** https://sequesto.com/ - **Year Founded:** 2020 - **HQ Location:** Gent, BE - **Twitter:** @sequestoinc (1 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sequesto (19 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 60% Small-Business, 20% Enterprise #### What Are SEQUESTO's Pros and Cons? **Pros:** - Automation (6 reviews) - Efficiency (6 reviews) - Intuitive (6 reviews) - Time-saving (6 reviews) - Efficiency Improvement (5 reviews) **Cons:** - Difficult Learning (1 reviews) ### What Do G2 Reviewers Say About SEQUESTO? *AI-generated summary from verified user reviews* **Pros:** - Users find the **automation features of Sequesto** invaluable, drastically improving productivity and ensuring smooth project execution. - Users laud SEQUESTO's **efficiency** , transforming tender analysis from days to minutes and streamlining decision-making processes significantly. - Users value the **intuitive AI Assistant** for its seamless support and rapid, accurate responses tailored to specific needs. - Users value the **time-saving efficiency** of Sequesto, transforming hours of work into mere minutes effortlessly. - Users praise SEQUESTO for its **exceptional efficiency improvements** , transforming tender analysis and team collaboration remarkably. **Cons:** - Users note that the **difficult learning curve** requires time and collaboration for effective use of SEQUESTO. #### What Are Recent G2 Reviews of SEQUESTO? **"[Brilliant platform for the entire response management cycle — backed by a fantastic team!](https://www.g2.com/survey_responses/sequesto-review-9562008)"** **Rating:** 5.0/5.0 stars *— Lucie d.* [Read full review](https://www.g2.com/survey_responses/sequesto-review-9562008) --- **"[Sequesto Streamlines Tendering with Tailorable Workflows, Quality Responses and Easy Collaboration](https://www.g2.com/survey_responses/sequesto-review-12703442)"** **Rating:** 5.0/5.0 stars *— Jo H.* [Read full review](https://www.g2.com/survey_responses/sequesto-review-12703442) --- ### 20. [RocketDocs](https://www.g2.com/products/rocketdocs/reviews) At its core, a response management platform is a specialized software-as-a-service (SaaS) solution designed to centralize, automate, and govern the creation of mission-critical business documents. For organizations dealing with high volumes of Requests for Proposals (RFPs), Due Diligence Questionnaires (DDQs), and Security Questionnaires, the product serves as a centralized "System of Record." it bridges the gap between static content and active document execution, ensuring that the information used to win business is both accurate and secure. By utilizing a unified automation platform, companies can move away from fragmented workflows, such as searching through old emails or disparate spreadsheets, and instead leverage a governed library of pre-approved content. This infrastructure is particularly vital for industries where data accuracy and compliance are non-negotiable. The maturity of this technology stems from decades of innovation within the response management space. By focusing on the intersection of automation and security, the product enables organizations to scale their operations without sacrificing the precision or the "voice" of their brand. The result is a more efficient internal process that allows professionals to focus on strategic initiatives rather than administrative data retrieval. Through our unified automation platform, powered by Private AI, and the expertise that comes with 30 years of trusted innovation, companies win more, are more efficient, and have greater confidence in their responses and proposals. To see how we can help you and your team, visit https://rocketdocs.com/discoverycall to chat with us and learn more. **Average Rating:** 4.2/5.0 **Total Reviews:** 103 **Who Is the Company Behind RocketDocs?** - **Seller:** [RocketDocs](https://www.g2.com/sellers/rocketdocs) - **Company Website:** https://rocketdocs.com/ - **Year Founded:** 1994 - **HQ Location:** Dallas, TX - **LinkedIn® Page:** https://www.linkedin.com/company/rocketdocs (21 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services, Insurance - **Company Size:** 50% Mid-Market, 32% Enterprise #### What Are RocketDocs's Pros and Cons? **Pros:** - Document Management (9 reviews) - Content Management (7 reviews) - Content Library (5 reviews) - Ease of Use (5 reviews) - Efficiency (5 reviews) **Cons:** - Inefficient Search Functionality (3 reviews) - Learning Curve (3 reviews) - Manual Processes (3 reviews) - Content Management (2 reviews) - Difficult Adjustments (2 reviews) ### What Do G2 Reviewers Say About RocketDocs? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **document management capabilities** of RocketDocs, enabling streamlined workflows and robust organization. - Users value the **efficient content management** of RocketDocs, simplifying drafting and supporting easy access to information. - Users value the **extensive content library** in RocketDocs, facilitating efficient RFP submissions and collaboration. - Users appreciate the **ease of use** of RocketDocs, streamlining content creation and approvals effortlessly. - Users appreciate the **efficiency** of RocketDocs in streamlining workflows and enhancing content management processes. **Cons:** - Users find the **inefficient search functionality** of RocketDocs frustrating, making it difficult to navigate large databases. - Users find the **learning curve intimidating** due to RocketDocs' advanced features and complex navigation. - Users find the **manual processes** cumbersome, especially the need to upload documents individually, complicating their workflow. - Users find **limited filtering capabilities** and difficulties in document generation hinder their overall experience with RocketDocs. - Users face **difficult adjustments** due to limited filtering and inconsistent document exporting in RocketDocs. #### What Are Recent G2 Reviews of RocketDocs? **"[Easy to Learn and Great for Quickly Finding Proposal Information](https://www.g2.com/survey_responses/rocketdocs-review-12608293)"** **Rating:** 5.0/5.0 stars *— Verified User in Insurance* [Read full review](https://www.g2.com/survey_responses/rocketdocs-review-12608293) --- **"[Efficient Answer Management, Seamless Bulk Updates](https://www.g2.com/survey_responses/rocketdocs-review-12771812)"** **Rating:** 5.0/5.0 stars *— Christian C.* [Read full review](https://www.g2.com/survey_responses/rocketdocs-review-12771812) --- #### What Are G2 Users Discussing About RocketDocs? - [What are the benefits and drawbacks of using RocketDocs for proposal management, and what features do you find most useful?](https://www.g2.com/discussions/what-are-the-benefits-and-drawbacks-of-using-rocketdocs-for-proposal-management-and-what-features-do-you-find-most-useful) - [What is RocketDocs used for?](https://www.g2.com/discussions/what-is-rocketdocs-used-for) ### 21. [VisibleThread](https://www.g2.com/products/visiblethread/reviews) VisibleThread is a full-lifecycle RFP platform designed to support every stage of the bid and contract process - before, during, and after submission. It fits into existing workflows across sales, capture, proposal, and contracts teams, supporting organizations of all sizes without forcing process change. Manual, repetitive work is replaced with intelligence and automation, helping teams move faster while maintaining control, consistency, and quality across complex documents. All insights in VisibleThread are grounded in evidence and fully traceable back to source content. The platform creates a clear, visible thread between AI-powered outputs and the original documents they come from enabling confident decision-making, defensible compliance, and reliable analysis. From opportunity qualification and document comparison to risk identification and quality checks, teams gain actionable insights without relying on black-box AI or manual interpretation. Security is built in, not bolted on. VisibleThread is trusted with highly sensitive, mission-critical content and supports multiple deployment options including private cloud and on-premise to meet a wide range of security and governance requirements. The result is a single, secure platform that improves speed, quality, collaboration, and outcomes, while reducing risk and enabling teams to win more business with confidence. **Average Rating:** 4.3/5.0 **Total Reviews:** 14 **Who Is the Company Behind VisibleThread?** - **Seller:** [VisibleThread](https://www.g2.com/sellers/visiblethread) - **Year Founded:** 2008 - **HQ Location:** Baltimore, MD - **Twitter:** @VisibleThread (1,469 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1484691 (68 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 47% Mid-Market, 47% Small-Business #### What Are VisibleThread's Pros and Cons? **Pros:** - Ease of Use (4 reviews) - Tracking Capabilities (3 reviews) - Upload Ease (3 reviews) - Artificial Intelligence (2 reviews) - Document Management (2 reviews) **Cons:** - Not Intuitive (2 reviews) - Bug Issues (1 reviews) - Complexity (1 reviews) - Feature Usability (1 reviews) - Inaccurate Responses (1 reviews) ### What Do G2 Reviewers Say About VisibleThread? *AI-generated summary from verified user reviews* **Pros:** - Users find **VisibleThread's ease of use** remarkable, enhancing document navigation and compliance metrics creation effortlessly. - Users love the **tracking capabilities** of VisibleThread, enhancing document accuracy and compliance efficiently. - Users value the **easy document scanning and compliance data generation** of VisibleThread, enhancing their workflow efficiency. - Users find the **user-friendly documentation** of VisibleThread helpful for quickly generating compliance data and scanning documents. - Users find **document management features** in VisibleThread user-friendly, enhancing compliance and security with impressive visuals. **Cons:** - Users find the **navigation and terminology complex** , indicating a lack of intuitiveness in VisibleThread’s features. - Users report frustrating **bug issues** with PDF shredding, as it fails to recognize full paragraphs accurately. - Users find a **complex learning curve** with VisibleThread, requiring time to understand its terminologies and navigation. - Users find the **feature usability limited** due to lack of ignored word lists and support for additional languages. - Users are frustrated by **inaccurate responses** when generating compliance matrices from PDF documents, leading to multiple rows for one paragraph. #### What Are Recent G2 Reviews of VisibleThread? **"[Streamline Proposal Management Tasks](https://www.g2.com/survey_responses/visiblethread-review-12037382)"** **Rating:** 5.0/5.0 stars *— Luis F.* [Read full review](https://www.g2.com/survey_responses/visiblethread-review-12037382) --- **"[Intelligent, Customer-Driven Evolution That Keeps Getting Better](https://www.g2.com/survey_responses/visiblethread-review-12984220)"** **Rating:** 4.0/5.0 stars *— Anatalia M.* [Read full review](https://www.g2.com/survey_responses/visiblethread-review-12984220) --- #### What Are G2 Users Discussing About VisibleThread? - [What is VT Docs used for?](https://www.g2.com/discussions/what-is-vt-docs-used-for) ### 22. [Dasseti ENGAGE](https://www.g2.com/products/dasseti-engage/reviews) Dasseti ENGAGE is an AI-powered RFP and DDQ automation platform for the investment management industry. Designed for investor relations and RFP teams, ENGAGE streamlines every stage of the response process – from first draft to final approval – using purpose-built AI to eliminate repetitive work and improve accuracy. ENGAGE centralizes content and automates workflows, bringing every part of the process into one controlled environment. It connects seamlessly across Microsoft 365 for in-application collaboration, while integrations with platforms such as Nasdaq eVestment™, Salesforce, and Snowflake keep information synchronized across systems. Built-in version control, approval workflows, and audit trails ensure every response is accurate, compliant, and ready to share. At the core of ENGAGE is Sidekick, Dasseti’s embedded AI assistant. Sidekick transforms the way investor relations and RFP teams work – instantly locating, drafting, and refining responses using your firm’s approved content. Purpose-built for investment language and compliance standards, it delivers accurate, investor-ready answers in moments, not hours. By combining automation, intelligent content management, and industry-specific AI, Dasseti ENGAGE helps firms respond faster, with greater accuracy and consistency – freeing teams to focus on investors, not admin. **Average Rating:** 4.1/5.0 **Total Reviews:** 24 **Who Is the Company Behind Dasseti ENGAGE?** - **Seller:** [Dasseti](https://www.g2.com/sellers/dasseti) - **Company Website:** https://www.dasseti.com/ - **Year Founded:** 2019 - **HQ Location:** New York, US - **Twitter:** @Dasseti (79 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/dasseti (79 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services, Investment Management - **Company Size:** 50% Mid-Market, 33% Small-Business #### What Are Dasseti ENGAGE's Pros and Cons? **Pros:** - Ease of Use (7 reviews) - Efficiency (7 reviews) - Customer Support (5 reviews) - Time-saving (5 reviews) - AI Technology (4 reviews) **Cons:** - Poor Usability (7 reviews) - Feature Deficiency (5 reviews) - Not User-Friendly (4 reviews) - Clunky Interface (3 reviews) - Complexity (3 reviews) ### What Do G2 Reviewers Say About Dasseti ENGAGE? *AI-generated summary from verified user reviews* **Pros:** - Users find Dasseti ENGAGE incredibly **easy to use** , thanks to its seamless access and efficient autofill features. - Users praise the **efficiency** of Dasseti ENGAGE, which significantly reduces time and workload in the DDQ process. - Users praise the **fantastic customer support** from Dasseti ENGAGE, highlighting the efficiency and responsiveness of the team. - Users benefit from the **time-saving automation** of Dasseti ENGAGE, significantly reducing the workload on due diligence tasks. - Users appreciate the **AI-powered automation** in Dasseti ENGAGE, enhancing efficiency and accuracy in the DDQ process. **Cons:** - Users find the **usability poor** , struggling with navigation and formatting issues that hinder productivity and efficiency. - Users note a **feature deficiency** in Dasseti ENGAGE, suggesting improvements in uploads, interface, and AI capabilities. - Users find Dasseti ENGAGE **not user-friendly** initially, requiring time to adapt for efficient use and better features. - Users find the **clunky interface** of Dasseti ENGAGE difficult to navigate and not user-friendly. - Users find Dasseti ENGAGE's interface to be **complex** , often needing additional onboarding and support for optimal use. #### What Are Recent G2 Reviews of Dasseti ENGAGE? **"[An Effective Platform for Modern Due Diligence Management](https://www.g2.com/survey_responses/dasseti-engage-review-12930644)"** **Rating:** 4.5/5.0 stars *— Verified User in Investment Management* [Read full review](https://www.g2.com/survey_responses/dasseti-engage-review-12930644) --- **"[Clear, Self-Explanatory Platform That Gets You Started Fast](https://www.g2.com/survey_responses/dasseti-engage-review-13068730)"** **Rating:** 5.0/5.0 stars *— Balwant B.* [Read full review](https://www.g2.com/survey_responses/dasseti-engage-review-13068730) --- ### 23. [Thalamus AI](https://www.g2.com/products/thalamus-ai/reviews) Thalamus AI is an AI-native RFP and proposal platform that helps enterprise proposal teams automate the full RFP lifecycle - from bid qualification and requirement mapping to SME collaboration, compliance tracking, addenda management, source-linked proposal drafting, and post-submission learning. Powered by AI agents and a verified RFP content library, Thalamus AI supports every RFx type: RFPs, RFIs, DDQs, security questionnaires, Q&A forms, portal responses, and high-stakes narrative proposals. Unlike traditional RFP software built mainly around content libraries and answer reuse, Thalamus AI brings bid strategy, proposal knowledge, compliance control, SME coordination, and institutional learning into one workspace. Teams can qualify RFP opportunities, map explicit and implicit requirements, route work with AI RACI assignments, manage clarification and risk registers, track compliance matrices, monitor addenda, and build structured review gates across the response process. Thalamus AI turns past proposals, case studies, project experience, certifications, compliance proofs, Q&A pairs, pricing inputs, and approved content into source-linked proposal knowledge. Every correction, decision, reviewer comment, win, and loss can improve future responses, helping teams build a compounding RFP knowledge layer over time. Thalamus AI integrates with tools such as SharePoint, OneDrive, Google Drive, Slack, Outlook, Microsoft Teams, and enterprise file repositories, helping proposal teams centralize knowledge while coordinating work across sales, legal, finance, security, solutions, delivery, and SMEs. Thalamus AI is SOC 2 Type II and ISO 27001 certified, giving enterprise teams a secure AI RFP software platform for complex proposal, questionnaire, and bid management workflows. Trusted by organizations including AGS Health, Cardinal Correctional, EBC, R1, and Whatfix, Thalamus AI is built for proposal teams that need more than answer automation. It helps teams build stronger RFP responses with compliant content, traceable knowledge, coordinated reviews, and bid intelligence that improves with every submission. **Average Rating:** 5.0/5.0 **Total Reviews:** 12 **Who Is the Company Behind Thalamus AI?** - **Seller:** [Thalamus AI](https://www.g2.com/sellers/thalamus-ai) - **Year Founded:** 2025 - **HQ Location:** San Francisco, US - **Twitter:** @ThalamusHQ (5 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/thalamus-ai (4 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Enterprise, 33% Mid-Market #### What Are Thalamus AI's Pros and Cons? **Pros:** - Artificial Intelligence (5 reviews) - RFP Management (3 reviews) - Automation (2 reviews) - Collaboration Tools (2 reviews) - Content Library (2 reviews) **Cons:** - Software Bugs (2 reviews) - Bug Issues (1 reviews) - Integration Issues (1 reviews) ### What Do G2 Reviewers Say About Thalamus AI? *AI-generated summary from verified user reviews* **Pros:** - Users love the **efficiency of Thalamus AI** , enabling quick proposal drafts and streamlined workflows for teams. - Users appreciate the **efficiency of RFP management** with Thalamus AI, drastically reducing proposal creation time and simplifying processes. - Users love the **automation capabilities** of Thalamus AI, drastically speeding up RFP processes and enhancing proposal efficiency. - Users value the **seamless collaboration tools** in Thalamus AI, enhancing teamwork and efficiency effortlessly. - Users value the **efficient content organization** of Thalamus AI's Content Library, enhancing proposal creation and collaboration. **Cons:** - Users experience **software bugs** like screen freezes and task tracker issues, affecting their overall usage of Thalamus AI. - Users experience **bug issues** with task tracking, although support is responsive and helpful in resolving them. - Users report **integration issues** with Thalamus AI, particularly finding Dropbox integration slower than anticipated. #### What Are Recent G2 Reviews of Thalamus AI? **"[We moved beyond legacy RFP software to a Thalamus AI as their workflow is built around how our bid t](https://www.g2.com/survey_responses/thalamus-ai-review-13049039)"** **Rating:** 5.0/5.0 stars *— Ayush C.* [Read full review](https://www.g2.com/survey_responses/thalamus-ai-review-13049039) --- **"[Helpful for matching RFP scope to the right case studies & staff](https://www.g2.com/survey_responses/thalamus-ai-review-13049057)"** **Rating:** 5.0/5.0 stars *— vikesh d.* [Read full review](https://www.g2.com/survey_responses/thalamus-ai-review-13049057) --- ### 24. [ContraVault AI](https://www.g2.com/products/contravault-ai/reviews) ContraVault AI is a tender and RFP analysis/automation platform for AEC/EPC contractors and public-sector procurement teams that helps users evaluate opportunities, surface risks, ensure compliance, and produce bid-ready outputs across large, multi-document packages. Designed for proposal managers, estimators, contract administrators, and procurement officers, ContraVault AI ingests entire RFP bundles (scopes, terms, BOQs, annexures, forms) and returns structured findings mapped to business rules and compliance needs. It supports pre-bid qualification, risk review, clarifications, and first-draft proposal creation, reducing repetitive manual effort while preserving traceability for audits and stakeholder sign-off. • Go/No-Go Analyzer that scores fit using user-defined criteria and past outcomes. • Clause-level Risk Finder for LDs, warranties, indemnities, payment terms, and schedule risks. • Multi-Document Search and “shredder” views that link every finding to its page and source file. • Pre-Bid Clarifications generator that drafts precise, referenced questions for procuring entities. • Proposal/Response Drafter that assembles compliance matrices, cover letters, and section drafts. Typical use cases include triaging new opportunities, preparing pre-bid queries, running legal/commercial reviews, coordinating inputs from technical teams, and assembling submission packs under deadline. The system aligns with both contractor and owner-side workflows and can be used during capture, proposal development, or internal reviews of contract terms. • Automatically detects contradictions, missing requirements, and unusual conditions across volumes. • Extracts and normalizes key data (dates, eligibility, security/PBG, LDs, payment milestones). • Prioritizes findings by risk/severity and assigns owners for resolution tracking. • Produces exportable outputs (Word/PDF) compatible with standard submission formats. • Improves institutional memory via knowledge reuse of prior answers and win/loss signals. ContraVault AI fits into existing toolchains through document connectors and MS-Word-friendly exports. Teams can configure dictionaries, thresholds, and checklists to match local procurement rules and internal governance. Deployment options and access controls support multi-region organizations and external counsel collaboration. • Forms AI detects required annexures/affidavits and auto-fills from approved company data. • Configurable compliance checks for jurisdiction-specific procurement rules and policies. • Page-linked audit trails and rationale notes for internal/external review. • Role-based access controls, review queues, and assignment workflows. • Integration pathways for content libraries, CRM/ERP references, and document repositories. **Average Rating:** 5.0/5.0 **Total Reviews:** 10 **Who Is the Company Behind ContraVault AI?** - **Seller:** [ContraVault AI](https://www.g2.com/sellers/contravault-ai) - **Year Founded:** 2024 - **HQ Location:** Delaware, USA - **Twitter:** @contravaultai (6 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/contravaultai/ (27 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 60% Small-Business, 30% Mid-Market #### What Are ContraVault AI's Pros and Cons? **Pros:** - Efficiency (7 reviews) - Accuracy (5 reviews) - Time-saving (5 reviews) - AI Integration (2 reviews) - Artificial Intelligence (2 reviews) ### What Do G2 Reviewers Say About ContraVault AI? *AI-generated summary from verified user reviews* **Pros:** - Users praise ContraVault AI for its **efficiency in identifying risks** , enhancing proactive claims prevention and streamlining workflows. - Users value the **accuracy** of ContraVault AI in identifying risks early and enhancing claims prevention and negotiations. - Users value the **time-saving capabilities** of ContraVault AI, drastically reducing contract reviews from hours to minutes. - Users value the **rapid contract analysis** by ContraVault AI, saving significant time and enhancing decision-making clarity. - Users value the **rapid conversion of complex documents** into clear insights, significantly speeding up decision-making processes. #### What Are Recent G2 Reviews of ContraVault AI? **"[ContraVault AI Speeds Up RFP Reviews with Synopsis and Contextual Search](https://www.g2.com/survey_responses/contravault-ai-review-12426550)"** **Rating:** 4.5/5.0 stars *— Harshit k.* [Read full review](https://www.g2.com/survey_responses/contravault-ai-review-12426550) --- **"[Turning Complex Contracts into Clear, Actionable Decisions](https://www.g2.com/survey_responses/contravault-ai-review-12309083)"** **Rating:** 5.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/contravault-ai-review-12309083) --- ### 25. [OrbitShift](https://www.g2.com/products/orbitshift/reviews) OrbitShift is a multi-agent AI full-stack enterprise sales intelligence platform purpose-built for enterprise consultative sales motion to streamline their sales processes and achieve better outcomes faster. With four powerful and seamlessly integrated modules, accountOS, knowledgeOS, rfpOS and marketing OS, OrbitShift facilitates a full deal cycle. OrbitShift empowers sales and marketing teams to identify high-value accounts, get relevant account/people insights, build account plans, generate highly contextual and personalized messages/emails, launch campaigns, access AI driven sales engineering support and automate RFP/RFI responses. **Average Rating:** 4.6/5.0 **Total Reviews:** 30 **Who Is the Company Behind OrbitShift?** - **Seller:** [OrbitShift](https://www.g2.com/sellers/orbitshift) - **Company Website:** https://www.orbitshift.ai - **Year Founded:** 2022 - **HQ Location:** San Francisco, California, United States - **LinkedIn® Page:** https://www.linkedin.com/company/orbitshift-ai (56 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 63% Enterprise, 10% Mid-Market #### What Are OrbitShift's Pros and Cons? **Pros:** - Efficiency (12 reviews) - Ease of Use (10 reviews) - Decision Making (8 reviews) - Time-saving (8 reviews) - Contact Information (7 reviews) **Cons:** - Inaccuracy (5 reviews) - Outdated Data (5 reviews) - Inaccurate Responses (4 reviews) - Outdated Information (4 reviews) - Learning Curve (3 reviews) ### What Do G2 Reviewers Say About OrbitShift? *AI-generated summary from verified user reviews* **Pros:** - Users value the **efficiency** of OrbitShift, centralizing tasks and automating processes to streamline their workflow. - Users value the **ease of use** of OrbitShift, enjoying its intuitive navigation and automation features for better workflow. - Users value the **efficient decision-making** capabilities of OrbitShift, thanks to its centralized insights and timely updates. - Users appreciate OrbitShift for its **time-saving capabilities** , enhancing focus and efficiency in managing client engagements. - Users value the **excellent contact insights** from OrbitShift, greatly aiding in reaching key decision makers. **Cons:** - Users report **data accuracy issues** with OrbitShift, highlighting outdated and mismatched contact information that undermines reliability. - Users find the **outdated data** problematic, leading to frustration with account information accuracy and relevance. - Users find **inaccurate responses** on OrbitShift problematic, citing outdated contact info and inconsistent data reliability. - Users experience **outdated information** on OrbitShift, causing frustration due to inaccuracies and reliability concerns in data provided. - Users find the **learning curve steep** , requiring time and guidance to fully grasp OrbitShift's functionality. #### What Are Recent G2 Reviews of OrbitShift? **"[Effortless Contact Discovery, Needs Data Accuracy Improvement](https://www.g2.com/survey_responses/orbitshift-review-11914594)"** **Rating:** 4.0/5.0 stars *— Adnan A.* [Read full review](https://www.g2.com/survey_responses/orbitshift-review-11914594) --- **"[Time-Saver with Integrated Information](https://www.g2.com/survey_responses/orbitshift-review-11914251)"** **Rating:** 4.0/5.0 stars *— Abdallah H.* [Read full review](https://www.g2.com/survey_responses/orbitshift-review-11914251) --- ## What Is AI Proposal Generator Tools Software? [Artificial Intelligence Software](https://www.g2.com/categories/artificial-intelligence) ## What Software Categories Are Similar to AI Proposal Generator Tools Software? - [Proposal Software](https://www.g2.com/categories/proposal) - [Document Generation Software](https://www.g2.com/categories/document-generation) - [RFP Software](https://www.g2.com/categories/rfp)