# Top Free RFP Software

## How Many RFP Software Products Does G2 Track?

**Total Products under this Category:** 175

### Category Stats (Jul 2026)

- **Average Rating:** 4.65/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Dasseti ENGAGE (+2.77%) - Among all products in this category, Dasseti ENGAGE recorded the largest rating increase compared to last month

_Last updated: July 24, 2026_

## How Does G2 Rank RFP Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 4,700+ Authentic Reviews
- 175+ 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.

## G2 Grid® for RFP Software
 ![G2 Grid® for RFP Software plotting products by satisfaction and market presence](https://www.g2.com/categories/rfp/grids.png?focus%5B%5D=21326&focus%5B%5D=4887&focus%5B%5D=485&focus%5B%5D=1370637&focus%5B%5D=1370358&focus%5B%5D=1333153&focus%5B%5D=1402319&focus%5B%5D=1330543)

Highlighted products: Responsive, formerly RFPIO, Loopio, Upland Qvidian, Inventive.AI, Iris, Tribble, Steerlab, and AutogenAI.

Underlying data: [Grid® JSON](https://www.g2.com/categories/rfp/grids.json?focus%5B%5D=responsive-formerly-rfpio&focus%5B%5D=loopio&focus%5B%5D=upland-qvidian&focus%5B%5D=inventive-ai&focus%5B%5D=heyiris-ai-iris&focus%5B%5D=tribble&focus%5B%5D=steerlab&focus%5B%5D=autogenai)

**Sponsored**

### SAP Ariba

SAP Ariba automates management of the purchasing lifecycle for indirect goods and services, to streamline workflows, expedite approvals, and eradicate errors and exceptions. By increasing procurement efficiency, it helps users to manage more spend with less effort, and meet demands with agility and speed. For smaller companies relying on manual methods and simple automation, or a large global enterprises using multiple applications and ERP systems, SAP Ariba solutions deliver end-to-end spend visibility, control, and compliance, to help organizations become more flexible, responsive, and fiscally effective.

[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=1580&secure%5Bchosen_at%5D=2026-07-31T08%3A42%3A04Z&secure%5Bdisplayable_resource_id%5D=1580&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1580&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=510&secure%5Bresource_id%5D=1580&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Frfp%2Ffree%3Fopen_modal_url%3D%252Fproducts%252Fsteerlab%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Frfp%25252Ffree%2526source%253Dcategory&secure%5Btoken%5D=fbc390461536ed15a14ebc620f111bac4f1b14808f4b68f946cc588c5bef74cc&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fcmp%2Fdg%2Fgartner-magic-quadrant-for-source-to-pay%2Findex.html%3Fcampaigncode%3DCRM-YD25-ISM-408603%26source%3DARIBA-click-campaign-G2&secure%5Burl_type%5D=custom_url)

### [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:** 78

#### How Do G2 Users Rate Inventive.AI?

- **Ease of Use:** 9.9/10 (Category avg: 9.2/10)
- **RFX:** 9.6/10 (Category avg: 8.9/10)
- **Review:** 9.4/10 (Category avg: 9.0/10)
- **Questions Library:** 9.6/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Inventive.AI?

- **Seller:** [Inventive](https://www.g2.com/sellers/inventive)
- **Company Website:** www.inventive.ai
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=31696ae016bc01bcab33d56e99c4996ed1e9c1f56b428d6ebd4ab76477b3419d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finventive-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 36% Small, 35% Medium

#### 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 highlight the **efficiency** of Inventive.AI, significantly saving time and improving response quality for presales teams.
- Users appreciate the **time-saving capabilities** of Inventive.AI, significantly enhancing their team's efficiency and response quality.
- Users value the **consistency in messaging** offered by Inventive.AI, enhancing clarity and improving overall win rates.
- Users find the **intuitive user experience** of Inventive.AI makes it easy to navigate and utilize effectively.

##### Cons

- Users find the **analytics insufficient** , lacking depth for strategic planning and comprehensive insights into productivity trends.
- Users find the **poor reporting** features limit customization and hinder effective tracking of teams' adoption and usage.
- Users feel a significant **lack of clarity** in content performance, hindering improvements and effective content management.
- Users feel that the **missing features** hinder effective use of Inventive.AI, particularly in user guidance and notification control.
- Users desire more **customizable role permissions** for improved control over access management in Inventive.AI.

#### What Are Recent G2 Reviews of Inventive.AI?

**["Fast RFP automation with seamless SharePoint and Salesforce integration"](https://www.g2.com/survey_responses/inventive-ai-review-13154579)**

**Rating:** 5.0/5.0 stars

_— Miguel S._

[Read full review](https://www.g2.com/survey_responses/inventive-ai-review-13154579)

**["Inventive’s Chrome Extension Makes Security Questionnaires and RFPs Effortless"](https://www.g2.com/survey_responses/inventive-ai-review-13149533)**

**Rating:** 5.0/5.0 stars

_— satyam Ram N._

[Read full review](https://www.g2.com/survey_responses/inventive-ai-review-13149533)

### [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:** 69

#### How Do G2 Users Rate Iris?

- **Ease of Use:** 9.7/10 (Category avg: 9.2/10)
- **RFX:** 9.4/10 (Category avg: 8.9/10)
- **Review:** 9.8/10 (Category avg: 9.0/10)
- **Questions Library:** 9.8/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Iris?

- **Seller:** [heyiris.ai](https://www.g2.com/sellers/heyiris-ai)
- **Company Website:** www.heyiris.ai
- **Year Founded:** 2023
- **HQ Location:** Brooklyn / Chicago, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ca6f1b0f7d8cdba6c37d2317b52d461124899c9c132966d1551eea07f27ca602&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fheyiris&secure%5Burl_type%5D=linkedin_company_website)  
44 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Computer & Network Security
- **Company Size:** 46% Medium, 28% Small

#### What Do G2 Reviewers Say About Iris?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Iris to be incredibly **easy to use** , requiring minimal training and streamlining the RFP process efficiently.
- Users highly value the **time-saving capabilities** of Iris, enabling quick and efficient RFP responses.
- Users value the **time-saving RFP management** of Iris, as it simplifies responses and enhances accuracy tremendously.
- Users value Iris for its **efficiency** , enabling rapid responses and significantly reducing time spent on security questionnaires.
- Users praise the **exceptional customer support** from Iris, highlighting proactive and responsive assistance throughout implementation and usage.

##### Cons

- Users find the **lack of features** in Iris limits its capabilities, such as complex project management functions.
- Users experience **inaccurate responses** from Iris, often confused by mixed information and incomplete knowledge bases.
- Users express frustration over Iris's **inability to generate original answers** , leading to reliance on limited information.
- Users report occasional **bug issues** that arise as the platform evolves, but benefits generally outweigh these drawbacks.
- Users report **integration issues** with Iris, noting a lack of certain desired functionalities and mobile support.

#### What Are Recent G2 Reviews of Iris?

**["Iris Delivers Fast, Accurate Drafts with Great Support"](https://www.g2.com/survey_responses/iris-review-13178762)**

**Rating:** 5.0/5.0 stars

_— Verified User in Public Safety_

[Read full review](https://www.g2.com/survey_responses/iris-review-13178762)

**["Easy to Use with Fast, Helpful Responses from the Iris Team."](https://www.g2.com/survey_responses/iris-review-13182603)**

**Rating:** 5.0/5.0 stars

_— Verified User in Computer & Network Security_

[Read full review](https://www.g2.com/survey_responses/iris-review-13182603)

### [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:** 175

#### How Do G2 Users Rate Tribble?

- **Ease of Use:** 9.4/10 (Category avg: 9.2/10)
- **RFX:** 9.3/10 (Category avg: 8.9/10)
- **Review:** 8.8/10 (Category avg: 9.0/10)
- **Questions Library:** 9.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Tribble?

- **Seller:** [Tribble](https://www.g2.com/sellers/tribble)
- **Company Website:** tribble.ai
- **Year Founded:** 2023
- **HQ Location:** Los Angeles, CA
- **Twitter:** @Tribble\_ai  
36 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2d00cf387004a5a09f61f0354d76764cc13d7cbb2bf4c8e251c1231f8d63c811&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftribbleai%2F&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Account Executive
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 42% Medium, 42% Large

#### What Do G2 Reviewers Say About Tribble?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Tribble, finding it integrates seamlessly into their daily workflow.
- Users value the **time-saving functionality** of Tribble, reporting significantly quicker response times for business queries.
- Users praise Tribble for its **efficiency** , significantly reducing the time needed to complete complex RFPs and InfoSec reviews.
- Users value the **efficient RFP management** of Tribble, drastically reducing response times and ensuring accuracy with updated information.
- Users appreciate the **seamless Slack integration** of Tribble, enhancing workflow and information accessibility for quick decision-making.

##### Cons

- Users struggle with **inaccurate responses** from Tribble, requiring careful evaluation and precise prompts for reliable data.
- Users note **limited features** in Tribble, affecting the precision of data and functionality for reminders and tasks.
- Users face challenges with **AI inaccuracy** , often receiving vague, outdated, or poorly polished responses from Tribble.
- Users note the **vague and inaccurate data** from Tribble, requiring precise prompting for better results.
- Users report **inaccuracy issues** with Tribble, requiring precise prompts for reliable output quality and results.

#### What Are Recent G2 Reviews of Tribble?

**["Game changing"](https://www.g2.com/survey_responses/tribble-review-11146386)**

**Rating:** 5.0/5.0 stars

_— Brendan M._

[Read full review](https://www.g2.com/survey_responses/tribble-review-11146386)

**["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)

### [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:** 4.6/5.0

**Total Reviews:** 55

#### How Do G2 Users Rate Steerlab?

- **Ease of Use:** 9.5/10 (Category avg: 9.2/10)
- **RFX:** 9.7/10 (Category avg: 8.9/10)
- **Review:** 7.1/10 (Category avg: 9.0/10)
- **Questions Library:** 9.6/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Steerlab?

- **Seller:** [Steerlab](https://www.g2.com/sellers/steerlab)
- **Company Website:** www.steerlab.ai
- **Year Founded:** 2023
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e25ea8f8280209c43ec153e538f73a103414b4ca5df5c4de2b6ad11c0d494db6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsteerlab%2F&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 64% Medium, 24% Small

#### What Do G2 Reviewers Say About Steerlab?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **efficiency** of Steerlab, as it streamlines workflows and generates accurate, timely responses.
- Users appreciate the **high-quality AI** of Steerlab, enabling solid, personalized outputs and efficient decision-making.
- Users love the **ease of use** of Steerlab, allowing quick onboarding and efficient document handling.
- Users value the **process efficiency** of Steerlab, notably reducing review cycles and simplifying workflows significantly.
- Users appreciate the **efficient RFP management** of Steerlab, which saves time and improves collaboration and win rates.

##### Cons

- Users often find **inaccurate responses** from Steerlab, necessitating verification for compliance-heavy questions despite confidence score alerts.
- Users find the **limited features** of Steerlab insufficient for generating comprehensive client-facing materials and insights.
- Users note the **missing features** in Steerlab, such as slide generation and limited Slack integration, impacting workflow efficiency.
- Users report **bug issues** with Word exports and version history, affecting functionality during collaboration.
- Users find the **formatting issues** in Steerlab challenging, making navigation and usage more difficult than expected.

#### What Are Recent G2 Reviews of Steerlab?

**["Steerlab Speeds Due Diligence with Trusted, Traceable Data"](https://www.g2.com/survey_responses/steerlab-review-12984287)**

**Rating:** 5.0/5.0 stars

_— Verified User in Insurance_

[Read full review](https://www.g2.com/survey_responses/steerlab-review-12984287)

**["Steerlab Keeps Up with High RFP Volume—Fast, Verified Answers and a Clean UI"](https://www.g2.com/survey_responses/steerlab-review-12927380)**

**Rating:** 5.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/steerlab-review-12927380)

### [AutoRFP.ai](https://www.g2.com/products/autorfp-ai/reviews)

AutoRFP.ai is the accuracy-first AI platform for RFPs, security questionnaires, and DDQs: every answer source-grounded and citable, with zero library maintenance. SUBMISSION-READY ANSWERS YOU CAN DEFEND Zero hallucination by design: AutoRFP.ai only writes from content your team has approved, and if it can't find approved sources to support a response, it leaves the answer blank and flags it for human review rather than guessing. Every answer carries a trust score and shows the exact approved sources behind it. This is the Verifiable Response Engine™, with two visible components: the Citation Engine™ (every answer cites its source) and Trust Scores (per-answer confidence and source age). Quality isn't a promise: it's two scores and an edit rate. Every answer is scored twice before a human reads it: a Trust Score for the sources behind it and a Feedback Score for how completely it answers what was asked. The measure of quality is how little your experts have to change: a number, not an adjective. Generation defaults to verbatim language from your approved responses and learns your tone and structure, so answers sound like your company, not like AI. First drafts in minutes, every answer cited. AUTOMATE THE MUNDANE AND WIN EFFORTLESSLY Zero library maintenance: don't update content; have content update you. The system learns from every approved response, with no snippet curation, no tagging, and no dedicated content-manager role. Your solutions engineers and subject-matter experts review and approve a submission-ready first draft instead of writing from scratch. Fits your stack: Salesforce, SharePoint, OneDrive, Google Drive, Confluence, Notion, Microsoft Teams, and Slack, with SSO via Okta and Microsoft Entra (SAML, SCIM provisioning), plus an official MCP server. Built for the whole team: assignments and ownership, sequential review and co-editing, approval-gated saves, Slack and Teams notifications, and an ask-a-question bot in Slack or Teams that answers from your library and shows its sources. Answers export back in the client's original format: the same Excel or Word file, however it was formatted, with compliance boxes ticked where they wanted them. A browser extension with AI question scraping handles procurement portals like Ariba, Workday, and Coupa. DEPLOY AT SCALE WITH CONFIDENCE SOC 2 Type II and ISO 27001 certified, so security review doesn't stall your pilot. GDPR compliant, no training on customer data, tenant isolation and private instances available, and regional hosting in the US, EU, and Australia. A self-service Trust Center provides downloadable reports and agreements. Sequential approval workflows, role-based permissions, version history, and audit trails keep every answer defensible, including fund-specific and firm-wide approval layers for private-capital DDQ teams. One platform for the whole workload: RFPs, RFIs, security questionnaires, and DDQs in one system. 44+ languages, 24/6 global support, and unlimited users on every plan: pricing scales with projects, not seats. Try it on your own RFPs in a two-week proof of concept.

**Average Rating:** 4.8/5.0

**Total Reviews:** 60

#### How Do G2 Users Rate AutoRFP.ai?

- **Ease of Use:** 9.2/10 (Category avg: 9.2/10)
- **RFX:** 8.8/10 (Category avg: 8.9/10)
- **Review:** 9.5/10 (Category avg: 9.0/10)
- **Questions Library:** 9.4/10 (Category avg: 8.7/10)

#### Who Is the Company Behind AutoRFP.ai?

- **Seller:** [AutoRFP.ai](https://www.g2.com/sellers/autorfp-ai)
- **Company Website:** autorfp.ai
- **Year Founded:** 2022
- **HQ Location:** Brisbane, QLD
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=79c3aecfcfc90de1789b85687ac1145a03d0dfbd23cf918c0fa4e154d4e5f380&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fauto-rfp%2F&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 64% Medium, 23% Small

#### What Do G2 Reviewers Say About AutoRFP.ai?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **time-saving capabilities** of AutoRFP.ai, significantly reducing manual work hours during RFP processes.
- Users appreciate the **time-saving capabilities** of AutoRFP.ai, significantly reducing manual work in the RFP process.
- Users appreciate the **seamless teamwork capabilities** of AutoRFP.ai, enhancing collaboration and efficiency in RFP submissions.
- Users praise the **fantastic customer support** at AutoRFP.ai, enhancing their experience with quick and helpful assistance.
- Users highlight the **efficiency** of AutoRFP.ai, significantly reducing response times and workload for RFP processes.

##### Cons

- Users find the **navigation and interface non-intuitive** , complicating the re-ordering of information on AutoRFP.ai.
- Users note the **poor interface design** may hinder usability, though improvements and quick fixes are being implemented.
- Users find the **feature usability lacking** , as the interface isn't intuitive and could benefit from better guidance.
- Users find the **navigation difficult** , struggling to locate past projects and reorder information intuitively.
- Users find the **difficult learning curve** of AutoRFP.ai challenging, especially without proper training before use.

#### What Are Recent G2 Reviews of AutoRFP.ai?

**["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)

**["AutoRFP.ai Saves Hours with Accurate, Easy RFP Responses"](https://www.g2.com/survey_responses/autorfp-ai-review-13179414)**

**Rating:** 5.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/autorfp-ai-review-13179414)

### [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

#### How Do G2 Users Rate Arphie?

- **Ease of Use:** 9.5/10 (Category avg: 9.2/10)
- **RFX:** 9.5/10 (Category avg: 8.9/10)
- **Review:** 9.6/10 (Category avg: 9.0/10)
- **Questions Library:** 9.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Arphie?

- **Seller:** [Arphie](https://www.g2.com/sellers/arphie)
- **Year Founded:** 2023
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=db19517d57f491d1017d61db873c73bc68a8f6d72f03a4f49a7a56a4a5eac42f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Farphie&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 50% Medium, 32% Large

#### What Do G2 Reviewers Say About Arphie?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Arphie, enabling quick onboarding and effective team productivity from the start.
- Users greatly appreciate the **time-saving advantages** of Arphie, significantly streamlining workflows and enhancing efficiency.
- Users praise Arphie's **intuitive interface** and outstanding support, making it easy to onboard and streamline workflows.
- Users highlight the **significant time savings** with Arphie, enhancing productivity and streamlining RFP response processes.
- Users enjoy the **time-saving efficiency** of Arphie's RFP management, significantly enhancing productivity and response quality.

##### Cons

- Users note some **export issues** with Arphie, particularly related to limited file format options and pending features.
- Users encounter **minor software bugs** occasionally, but the responsive team resolves them quickly, minimizing impact.
- Users notice some **formatting issues** in Arphie, particularly with extraction and minor details in the interface.
- Users note that **inadequate reporting** features hinder the overall effectiveness of Arphie, despite its strengths in other areas.
- Users highlight the **lack of mobile accessibility** for Arphie, limiting its usability on-the-go.

#### What Are Recent G2 Reviews of Arphie?

**["Arphie MCP Test Feedback: Slow Response, Too Many Approvals"](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)

### [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

#### How Do G2 Users Rate Conveyor?

- **Ease of Use:** 8.9/10 (Category avg: 9.2/10)
- **RFX:** 7.8/10 (Category avg: 8.9/10)
- **Review:** 8.2/10 (Category avg: 9.0/10)
- **Questions Library:** 8.9/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Conveyor?

- **Seller:** [Conveyor](https://www.g2.com/sellers/conveyor-5e432251-cc59-40a2-a9dd-cff110558d40)
- **Company Website:** www.conveyor.com
- **Year Founded:** 2021
- **HQ Location:** San Francisco, US
- **Twitter:** @conveyor  
379 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3530d6fe04f1753deab43be9fa8a2494e0696c267a6d2485f59f9cc55c4910c1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fconveyorhq&secure%5Burl_type%5D=linkedin_company_website)  
64 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Account Executive
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 59% Medium, 27% Large

#### What Do G2 Reviewers Say About Conveyor?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Conveyor to be **intuitive and straightforward** , making document management easy and accessible for everyone.
- Users value Conveyor for its **efficient automation** of security questionnaires, streamlining processes and enhancing workflow communication.
- Users value the **time-saving benefits** of Conveyor, enhancing efficiency in managing compliance documentation and customer interactions.
- Users praise Conveyor for its **intuitive setup and automation** , streamlining security questionnaires and enhancing workflow efficiency.
- Users value the **AI features for document management** , enhancing efficiency and ease in handling compliance tasks.

##### Cons

- Users feel the **missing features** in Conveyor hinder its usability, causing uncertainty about future enhancements and functionality.
- Users experience **inaccurate responses** at times, though customer support remains commendable in addressing issues.
- Users find the **poor interface design** of Conveyor challenging, leading to navigation difficulties and accessibility issues.
- Users find a **lack of clarity** in Conveyor's functionality, feeling unsure about the future and use cases.
- Users note the **limited customization** options in the Conveyor, hindering adaptability for specific operational needs.

#### 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)

### [Precoro](https://www.g2.com/products/precoro/reviews)

Precoro is a powerful, cloud-based solution that consolidates procurement, E-invoicing, AP automation, and spend management into one intelligent, AI-driven platform. Designed to streamline your entire "intake-to-pay" cycle, Precoro empowers businesses to eliminate manual effort, prevent maverick spend, and gain total control over cash flow. Stop toggling between disconnected tools. Precoro manages your entire spending lifecycle, using advanced AI to turn complex financial data into actionable business insights. Key Capabilities: Procurement Consolidation: Streamline your entire request-to-PO process. Centralize purchase orders, automate custom approval workflows, and eliminate maverick spend from day one. AI AP Automation & E-Invoicing: Simplify data intake. Automatically capture invoices via AI-driven OCR or compliant E-invoicing networks. Ensure 100% data accuracy with automated 3-way matching. Payment Automation: Close the loop on your AP process. Pay vendors directly from Precoro. Ensure every payment is backed by a matched, approved invoice, eliminating manual bank entry and reducing financial risks. AI Procurement Assistant: Gain instant clarity with your built-in AI co-pilot. Ask natural language questions about spend trends, supplier performance, or budget forecasts, and receive data-backed answers instantly. Spend Management: Proactively monitor budgets across locations and departments. Leverage real-time insights to identify cost-saving opportunities and enhance business profitability. Supplier Management: Automate vendor onboarding and manage all supplier information, performance, and risk metrics within a secure, centralized repository. Seamless Integrations: Connect Precoro with ERPs like NetSuite, QuickBooks, Xero, and Sage, or build custom connections via our free API to ensure data integrity across your financial ecosystem. Precoro ensures painless onboarding without IT involvement. Customize, scale, and manage operations with dedicated support from your Customer Success Manager. Security is our priority. Precoro is SOC 2 Type II compliant, supports SSO and 2-factor authentication, and aligns with GDPR/CCPA standards to keep your sensitive financial data protected.

**Average Rating:** 4.7/5.0

**Total Reviews:** 209

#### How Do G2 Users Rate Precoro?

- **Ease of Use:** 9.3/10 (Category avg: 9.2/10)
- **RFX:** 8.5/10 (Category avg: 8.9/10)
- **Review:** 8.9/10 (Category avg: 9.0/10)
- **Questions Library:** 9.1/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Precoro?

- **Seller:** [Precoro](https://www.g2.com/sellers/precoro)
- **Company Website:** precoro.com
- **Year Founded:** 2014
- **HQ Location:** Brooklyn, New York
- **Twitter:** @PrecoroHQ  
845 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e19a2ec12999eeb0a5d1d8e4a786d2fa932b23c2d177e5177b524e35c2c552af&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10384070%2F&secure%5Burl_type%5D=linkedin_company_website)  
144 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CEO
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 63% Medium, 30% Small

#### What Do G2 Reviewers Say About Precoro?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** in Precoro, enjoying its intuitive interface and streamlined workflow for procurement tasks.
- Users highlight the **efficiency** of Precoro in simplifying procurement and optimizing financial workflows seamlessly.
- Users appreciate the **simplicity and user-friendliness** of Precoro, enhancing efficiency and organization in procurement processes.
- Users commend the **streamlined approval process** in Precoro, enhancing organization and ensuring efficient cross-department coordination.
- Users praise Precoro's **fantastic customer support** for its speed and effectiveness in resolving issues promptly.

##### Cons

- Users find the **navigation and search features unintuitive** , making it challenging to manage requests and approvals efficiently.
- Users face challenges with **feature absence** , particularly when managing approvals across multiple subsidiaries and lacking a central overview.
- Users face challenges with **invoice issues** , preferring direct billing rather than managing invoices within the software.
- Users find the **learning curve steep** , particularly for new users navigating through requests and approvals.
- Users find the **limited functionality** of Precoro challenging, especially with multiple subsidiaries and insufficient reconciliation options.

#### What Are Recent G2 Reviews of Precoro?

**["Clear, Easy-to-Use Purchasing Tool That Keeps Everything Organized"](https://www.g2.com/survey_responses/precoro-review-12904480)**

**Rating:** 4.5/5.0 stars

_— Michelle R._

[Read full review](https://www.g2.com/survey_responses/precoro-review-12904480)

**["Precoro experience review"](https://www.g2.com/survey_responses/precoro-review-11252945)**

**Rating:** 5.0/5.0 stars

_— Ivan I._

[Read full review](https://www.g2.com/survey_responses/precoro-review-11252945)

### [LightSource](https://www.g2.com/products/lightsource/reviews)

LightSource: The world's fastest-growing AI-native operating system purpose-built for direct materials procurement. LightSource is focused on solving the complexities of the direct materials supply chain, which includes sourcing items that go directly into a finished product. It handles everything from finding new suppliers to managing sourcing projects (RFQs/RFIs) and supplier collaboration. A key focus is on BOM (Bill of Materials) management, which allows users to define, track, and analyze product costs and revisions over time. LightSource is the first AI-powered source-to-contract (S2C) platform. This all-in-one sourcing solution helps teams launch sourcing (RFX) events effortlessly, negotiate and award faster, and manage contracts (CLM) as well as strategic supplier relationships (SRM). The platform's AI automates tasks like standardizing quotes from various formats—such as emails, PDFs, and spreadsheets—into a usable format for analysis. The company is headquartered in San Francisco, CA, and led by a team formerly behind Tesla, Google[X], and McKinsey's procurement practice. Recent Recognition about LightSource: - Recognized in Gartner® Cool Vendors™ in Sourcing and Procurement Technology 2025. - Validated in Spend Matters SolutionMap, Fall 2025 - Named the "#1 Direct Materials Sourcing Solution (2024)" by Kearney. - Featured in G2's Top 25 Software, High Performer, and Grid Leader for 2025.

**Average Rating:** 4.9/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate LightSource?

- **Ease of Use:** 9.7/10 (Category avg: 9.2/10)
- **RFX:** 9.8/10 (Category avg: 8.9/10)
- **Review:** 9.6/10 (Category avg: 9.0/10)
- **Questions Library:** 9.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind LightSource?

- **Seller:** [LightSource](https://www.g2.com/sellers/lightsource)
- **Year Founded:** 2020
- **HQ Location:** San Francisco, California
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=954a30731796a2b83e60b7153e28d2f8b357c129f9f299866121b03e1e192067&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flightsource-ai&secure%5Burl_type%5D=linkedin_company_website)  
63 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 55% Large, 45% Medium

#### What Do G2 Reviewers Say About LightSource?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **exceptional customer support** from LightSource, enhancing their experience and overall efficiency.
- Users value the **ease of use** of LightSource, appreciating its efficient setup and ongoing support from the team.
- Users praise the **growing and user-friendly feature set** of LightSource, enhancing efficiency and support throughout the process.
- Users appreciate the **efficiency** of LightSource, praising its ability to streamline sourcing and vendor management effortlessly.
- Users love how LightSource enables **automation** , significantly increasing efficiency and saving time in the sourcing process.

##### Cons

- Users experience occasional **software bugs** , though the team addresses them promptly, maintaining overall satisfaction with LightSource.
- Users occasionally face **glitches and bugs** , but they find the overall benefits of LightSource outweigh these issues.
- Users desire an improved **documentation** experience, specifically requesting a Chinese version of the user manual.
- Users face the challenge of getting suppliers to try **LightSource** , but once they do, they're hooked.

#### What Are Recent G2 Reviews of LightSource?

**["Transformational Strategic Sourcing Tool that Breaks Down Silos"](https://www.g2.com/survey_responses/lightsource-review-9549082)**

**Rating:** 5.0/5.0 stars

_— Jin-Won K._

[Read full review](https://www.g2.com/survey_responses/lightsource-review-9549082)

**["Revolutionizing Procurement: LightSource Review"](https://www.g2.com/survey_responses/lightsource-review-9545867)**

**Rating:** 5.0/5.0 stars

_— Gautam J._

[Read full review](https://www.g2.com/survey_responses/lightsource-review-9545867)

### [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:** 13

#### How Do G2 Users Rate Thalamus AI?

- **Ease of Use:** 9.7/10 (Category avg: 9.2/10)
- **RFX:** 9.4/10 (Category avg: 8.9/10)
- **Review:** 9.5/10 (Category avg: 9.0/10)
- **Questions Library:** 9.3/10 (Category avg: 8.7/10)

#### 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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a7865b6b15a9f7ecf0b61f43f54a1c84d63089e80182f94c45dddcf23de1c965&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fthalamus-ai&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 46% Large, 38% Medium

#### What Do G2 Reviewers Say About Thalamus AI?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **efficiency of AI Assistants** in Thalamus AI that streamline proposal creation and project management.
- Users love the **fast RFP automation** of Thalamus AI, enabling rapid proposal drafts in under 15 minutes.
- Users appreciate the **automation capabilities** of Thalamus AI, making RFP drafting efficient and significantly faster.
- Users value the **seamless collaboration tools** of Thalamus AI, enhancing workflow efficiency and simplifying SME interactions.
- Users value the **efficient content library** of Thalamus AI, simplifying proposal creation and integration with tools.

##### Cons

- Users experience **software bugs** like freezing screens and task tracker issues, although support is responsive.
- Users report a **bug issue** with task tracker loading, although support responses are quick and helpful.
- Users experience prolonged **integration issues** with Dropbox, leading to delays in functionality and increased frustration.

#### 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)

### [Arkestro](https://www.g2.com/products/arkestro/reviews)

Arkestro is the leading Predictive Procurement Orchestration platform. Built to amplify the impact of procurement’s influence, Akestro customers deliver a 2-5x lift on cost savings from everyday purchasing and sourcing cycles. Top enterprises leverage Arkestro’s behavioral science, game theory and machine learning to predict and win faster value in every category of addressable spend. Learn more at arkestro.com

**Average Rating:** 5.0/5.0

**Total Reviews:** 11

#### How Do G2 Users Rate Arkestro?

- **Ease of Use:** 10.0/10 (Category avg: 9.2/10)
- **RFX:** 7.5/10 (Category avg: 8.9/10)
- **Review:** 9.2/10 (Category avg: 9.0/10)
- **Questions Library:** 5.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Arkestro?

- **Seller:** [Arkestro](https://www.g2.com/sellers/arkestro)
- **Year Founded:** 2017
- **HQ Location:** San Francisco, CA
- **Twitter:** @Arkestro  
725 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=82210a4ad86cb172f5d75d784bcfd455afce9c6718469f0479b79e5a1edfa605&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbidops&secure%5Burl_type%5D=linkedin_company_website)  
120 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 73% Medium, 9% Large

#### What Do G2 Reviewers Say About Arkestro?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **responsive customer support** of Arkestro, appreciating their assistance with questions and requests.
- Users find Arkestro **easy to use** , allowing internal teams to operate independently after training with great support available.
- Users find that Arkestro enhances **efficiency** by streamlining processes and cutting costs effectively.
- Users commend the **easy onboarding process** and ongoing support from the Arkestro team, enhancing internal usability.
- Users appreciate the **process automation** in Arkestro, which effectively streamlines workflows and reduces spending.

##### Cons

- Users struggle with **inaccurate responses** regarding delivery dates, impacting their bidding process on Arkestro.

#### What Are Recent G2 Reviews of Arkestro?

**["We have had great success using the platform"](https://www.g2.com/survey_responses/arkestro-review-7762053)**

**Rating:** 5.0/5.0 stars

_— Patti D._

[Read full review](https://www.g2.com/survey_responses/arkestro-review-7762053)

**["Great product and great support"](https://www.g2.com/survey_responses/arkestro-review-7763265)**

**Rating:** 5.0/5.0 stars

_— Mathieu P._

[Read full review](https://www.g2.com/survey_responses/arkestro-review-7763265)

#### What Are G2 Users Discussing About Arkestro?

- [What is Arkestro used for?](https://www.g2.com/discussions/what-is-arkestro-used-for)

### [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

#### How Do G2 Users Rate OrbitShift?

- **Ease of Use:** 9.1/10 (Category avg: 9.2/10)
- **RFX:** 7.5/10 (Category avg: 8.9/10)
- **Review:** 5.8/10 (Category avg: 9.0/10)

#### Who Is the Company Behind OrbitShift?

- **Seller:** [OrbitShift](https://www.g2.com/sellers/orbitshift)
- **Year Founded:** 2022
- **HQ Location:** San Francisco, California, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b2c5f4dd5d504fc2818f5e0e52384c841f8d1a9f64fdcfd86d1c7dfadb04eb20&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Forbitshift-ai&secure%5Burl_type%5D=linkedin_company_website)  
56 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 63% Large, 10% Medium

#### What Do G2 Reviewers Say About OrbitShift?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **efficiency** of OrbitShift, enjoying centralized information and automated processes that streamline their workflow.
- Users appreciate the **ease of use** of OrbitShift, enhancing their workflow with seamless navigation and centralized information.
- Users value the **efficient decision-making capabilities** of OrbitShift, benefiting from consolidated insights and timely updates.
- Users value the **time-saving features** of OrbitShift, allowing for efficient navigation and streamlined workflow management.
- Users value the **effective outreach capabilities** of OrbitShift, simplifying connections with key decision makers for opportunities.

##### Cons

- Users find the **inaccuracy of data** on OrbitShift problematic, often encountering outdated or mismatched contact information.
- Users find the **outdated data** can be frustrating, impacting the accuracy and relevance of account information.
- Users find the **inaccurate responses** on OrbitShift problematic, citing issues with outdated or mismatched contact information.
- Users find the **outdated information** on OrbitShift problematic, leading to issues with data accuracy and reliability.
- Users find the **learning curve steep** , requiring time and guidance to fully leverage OrbitShift's capabilities.

#### 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)

### [Prokuria](https://www.g2.com/products/prokuria/reviews)

Procurement made easy with Prokuria. Cut your procurement costs without compromising on quality! Prokuria's cloud-based platform is an innovative way to streamline your procurement, purchasing, and sourcing process. It helps you save time and money through automation, without compromising on quality or customizations that suit each team’s needs perfectly! Prokuria is easy to customize, fast to start, with an intuitive interface when compared to other more traditional software solutions. No training is required for buyers and suppliers, which leads to fast adoption by teams. While cloud-based, it is straightforward to be customized for special requirements like approval flows, audit needs, or special user rights. RFIs, RFPs, RFQs without hassle From RFIs, RFPs, RFQs, and other sourcing documents to procurement decisions - streamline your way with digitized data. Prokuria is the key to faster and smarter sourcing decisions from anywhere in a matter of seconds with our innovative technology that streamline the selection and puts you on top of your sourcing process through features like Sealed Bids, Message Center, Supplier Engagement Monitoring, Internal Collaboration, Smart Alerts & Reminders, Powerful Questionnaires, Audit Logs and more. Reverse Auctions for big impact With Prokuria's new and improved tools for reverse auctions, you'll be able to maximize savings while streamlining supplier selection - all in one place with the use of our best features: British Reverse Auctions, Dutch Auctions, Dynamic Allocations, Multiple Factor Auction (MFA), Supplier Engagement Monitor, Set-up for competition (multiple settings available: show or hide rank and best bid, bid at item level or at the total price), Message Center, Audit logs and more. Requisition & Approvals You'll never have to worry about forgetting a document again. All your requisition, approvals, and budget tracking in one place! You can configure the workflow to suit you. You'll get access to real-time updates that tell how things are going with no hassle of juggling multiple lists or checking up on past transactions every day! Supplier Management for utmost efficiency Automate your way to success. Get a centralized view on suppliers' performance, collaborate with them and let you be the one in charge with Prokuria's great features like Central Directory, Supplier Onboarding, Approval Flows, Suppliers Scorecards, Supplier Segmentation, Smart Automations, Internal Collaboration, Audit logs, Smart Alerts & Reminders and many more. Purchase Orders made interactively With the use of technology, eliminate manual work and coordinate purchasing processes in an efficient manner, configure your POs, improve collaboration with suppliers with the use of Prokuria's Interactive PO, and track updates in real-time with clear statuses and smart notifications. Contract repository You can't afford to miss deadlines. Keep your contracts online and with smart notifications for a paperless office, where you're always on top of things! Supplier Price Monitoring Keep an eye on the price of your products, promotions, and stock in any country or online shop with our great features like Data History, Alerts and Notifications, Customizable Reports, Data Export and API. No-Code for Procurement Discover how Prokuria through its no-code solution makes it simple to design and build applications, so companies can quickly launch complex, scalable, automated workflows without writing a single line of code. With Prokuria, we make sure that the procurement process is both modern and efficient with our software. We use several different approaches to achieve this goal with a focus on: - Ease of use - With a user-friendly and intuitive interface, anyone can use Prokuria with no training needed. - Free-trial - Test Prokuria and see if we are a match for you. We offer a Risk-Free Trial where no credit card is required to sign up! - Open pricing - We want to make sure you have the right plan for your needs, so we offer flexible and transparent pricing options. You can be confident in knowing exactly what it costs before committing! - In-depth customizations - Custom fields, custom modules, intelligent flows, and alerts. - Usability - Latest standards in design and UX. Product adoption is fast for users, but also for suppliers. - Internal collaboration - Speed of business is essential. Particularly for remote working, efficient communication and project/task management is key. - Fast implementation & data migration (weeks - vs. other platforms, months) - Buying teams need a working solution now, not in 6 months, or when IT departments can work on their problem.

**Average Rating:** 4.9/5.0

**Total Reviews:** 8

#### How Do G2 Users Rate Prokuria?

- **Ease of Use:** 9.8/10 (Category avg: 9.2/10)
- **RFX:** 8.9/10 (Category avg: 8.9/10)
- **Questions Library:** 8.9/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Prokuria?

- **Seller:** [Prokuria](https://www.g2.com/sellers/prokuria)
- **Year Founded:** 2017
- **HQ Location:** Bucharest, RO
- **Twitter:** @prokuria  
161 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=24dc6fe523e556c06bd5e907232b5705b13832e7d88f4513e16c7b5716bfb931&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10829704%2F&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 75% Small, 25% Medium

#### What Do G2 Reviewers Say About Prokuria?

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **automation capabilities** of Prokuria, significantly reducing time and costs in procurement processes.
- Users find Prokuria's **efficiency** enhances procurement processes, saving time and reducing costs with automation.
- Users benefit from the **process automation** of Prokuria, significantly saving time and reducing costs in procurement.
- Users appreciate the **procurement efficiency** of Prokuria, saving time and money through automated sourcing processes.
- Users value the **time-saving automation** of Prokuria, simplifying procurement processes and enhancing efficiency significantly.

##### Cons

- Users find the **manual data entry** requirement frustrating, as it complicates the initial supplier setup process.
- Users find the **manual processes** for adding suppliers cumbersome, particularly due to the lack of an upload option.
- Users are frustrated by the **lack of upload options** for suppliers, requiring manual entry for initial additions.

#### What Are Recent G2 Reviews of Prokuria?

**["Intuitive, All-in-One Procurement Management with Responsive Support"](https://www.g2.com/survey_responses/prokuria-review-13022039)**

**Rating:** 5.0/5.0 stars

_— Verified User in Consulting_

[Read full review](https://www.g2.com/survey_responses/prokuria-review-13022039)

**["Review of Prokuria"](https://www.g2.com/survey_responses/prokuria-review-7738820)**

**Rating:** 4.0/5.0 stars

_— Debanjan E._

[Read full review](https://www.g2.com/survey_responses/prokuria-review-7738820)

### [Jiga](https://www.g2.com/products/jiga/reviews)

Sourcing manufactured parts is a very manual, time consuming process. With constant back-and-forth with suppliers via emails and spreadsheets, supply chains become inefficient, slow and error-prone. Jiga makes sourcing parts fast and hassle free. Using Jiga you: -Find the right vetted suppliers -Communicate with them directly -Eliminate friction on quoting and ordering -Track quotes, parts, revisions and orders Supported manufacturing services include CNC machining, 3D printing, sheet metal, injection molding, custom PCBs and more.

**Average Rating:** 4.8/5.0

**Total Reviews:** 13

#### How Do G2 Users Rate Jiga?

- **Ease of Use:** 9.5/10 (Category avg: 9.2/10)
- **RFX:** 10.0/10 (Category avg: 8.9/10)
- **Review:** 9.2/10 (Category avg: 9.0/10)
- **Questions Library:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Jiga?

- **Seller:** [Jiga](https://www.g2.com/sellers/jiga)
- **Year Founded:** 2020
- **HQ Location:** San Francisco, US
- **Twitter:** @Jiga3d  
123 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e599287de4cda5e10c55bc8633caac6bdbf79f6620916f56b09f631274463a60&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F49163038&secure%5Burl_type%5D=linkedin_company_website)  
115 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 69% Small, 15% Medium

#### What Are Recent G2 Reviews of Jiga?

**["Source your manufacturing parts from various suppliers on one portal."](https://www.g2.com/survey_responses/jiga-review-9669142)**

**Rating:** 5.0/5.0 stars

_— Pranav K._

[Read full review](https://www.g2.com/survey_responses/jiga-review-9669142)

**["You design they build"](https://www.g2.com/survey_responses/jiga-review-9666884)**

**Rating:** 4.0/5.0 stars

_— Akshat S._

[Read full review](https://www.g2.com/survey_responses/jiga-review-9666884)

#### What Are G2 Users Discussing About Jiga?

- [What is Jiga used for?](https://www.g2.com/discussions/what-is-jiga-used-for)

### [MESH Works](https://www.g2.com/products/mesh-works/reviews)

MESH Works is an AI-powered global sourcing platform for procurement and manufacturing teams. AI Supplier Search finds verified manufacturers instantly. AI RFQ Analyzer builds structured RFQs from your files in seconds. MESH Marketplace connects buyers & suppliers for live competitive bidding and reverse auctions. 19,500+ verified suppliers. 4,000+ in-person audits. 40+ countries. Suppliers join free. The time is now to replace spreadsheets, emails, and shared files with cloud-based MESH—a targeted and efficient approach for global metal part sourcing and procurement. Managing die castings, metal castings, forgings, extrusions, stampings, and machined metal suppliers with complex RFQs to procure metal parts and components for your custom assemblies and machinery has never been easier or more affordable.  Part buyers will appreciate the speed of sourcing qualified suppliers and issuing/tracking RFQs and the ability to manage the entire process from an all-in-one tool. MESH Digital Platform • Simplifies sourcing – quickly search globally for experienced suppliers • Organizes quoting – easily issue RFQs and track revisions • Increases visibility – easily translate supplier quotes into projects • Optimizes global & supplier management – integrate and manage global supply base for speed and efficiency • Create and monitor quality projects while informing stakeholders with real-time incident reporting MESH is a robust platform that reduces labor while delivering higher quality suppliers and critical RFQ and quality management—required for today’s lean manufacturing operations.

**Average Rating:** 5.0/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate MESH Works?

- **Ease of Use:** 9.8/10 (Category avg: 9.2/10)
- **RFX:** 9.2/10 (Category avg: 8.9/10)
- **Review:** 10.0/10 (Category avg: 9.0/10)
- **Questions Library:** 6.7/10 (Category avg: 8.7/10)

#### Who Is the Company Behind MESH Works?

- **Seller:** [MESH Works](https://www.g2.com/sellers/mesh-works)
- **Year Founded:** 2012
- **HQ Location:** Lewis Center, Ohio
- **Twitter:** @MESHsourcing  
183 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6e88b6988292c964596264ccfc7327fe3ba0e84c61858116a1093e630cc1cf78&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmeshglobalsourcing&secure%5Burl_type%5D=linkedin_company_website)  
51 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 50% Medium

#### What Are Recent G2 Reviews of MESH Works?

**["MESH Works - Best SRM Tool! Easy too use and loaded with Features!"](https://www.g2.com/survey_responses/mesh-works-review-9689722)**

**Rating:** 5.0/5.0 stars

_— Akshay P._

[Read full review](https://www.g2.com/survey_responses/mesh-works-review-9689722)

**["MESH Works is a robust tool that helps in handling the suppliers very easily throughout the RFQ's."](https://www.g2.com/survey_responses/mesh-works-review-9658902)**

**Rating:** 4.5/5.0 stars

_— Dhinesh K._

[Read full review](https://www.g2.com/survey_responses/mesh-works-review-9658902)

- ‹ Prev‹ Prev
- 1
- [2](/categories/rfp/free?open_modal_url=%2Fproducts%2Fsteerlab%2Fwishlists%3Fhost_path%3D%252Fcategories%252Frfp%252Ffree%26source%3Dcategory&order=g2_score&page=2#product-list)
- [3](/categories/rfp/free?open_modal_url=%2Fproducts%2Fsteerlab%2Fwishlists%3Fhost_path%3D%252Fcategories%252Frfp%252Ffree%26source%3Dcategory&order=g2_score&page=3#product-list)
- [4](/categories/rfp/free?open_modal_url=%2Fproducts%2Fsteerlab%2Fwishlists%3Fhost_path%3D%252Fcategories%252Frfp%252Ffree%26source%3Dcategory&order=g2_score&page=4#product-list)
- [Next ›Next ›](/categories/rfp/free?open_modal_url=%2Fproducts%2Fsteerlab%2Fwishlists%3Fhost_path%3D%252Fcategories%252Frfp%252Ffree%26source%3Dcategory&order=g2_score&page=2#product-list)

Spotlight Categories

[Inbound Call Tracking Software](https://www.g2.com/categories/inbound-call-tracking)

[Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp)

[Talent Assessment Software](https://www.g2.com/categories/talent-assessment-software)

[Audit Management Software Solutions](https://www.g2.com/categories/audit-management)

[Accounts Receivable Software](https://www.g2.com/categories/accounts-receivable)

Similar Categories

- [Autonomous Sourcing](/categories/autonomous-sourcing)
- [Contractor Risk Management](/categories/contractor-risk-management)
- [Procurement Orchestration](/categories/procurement-orchestration)

- [Procurement Spend Analysis](/categories/procurement-spend-analysis)
- [Procure to Pay](/categories/procure-to-pay)
- [Purchasing](/categories/purchasing-software)

- [Spend Management](/categories/spend-management)
- [Strategic Sourcing](/categories/strategic-sourcing)
- [Vendor Management](/categories/vendor-management)

[Browse RFP Themes](/categories/rfp/themes)