Best Emerging AI Software - Page 3

How Many Emerging AI Software Products Does G2 Track?

Total Products under this Category: 9,086

Category Stats (Sep 2026)

  • Average Rating: 4.6/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Narada AI (+94.29%) - Among all products in this category, Narada AI recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Emerging AI Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,100+ Authentic Reviews
  • 9,086+ 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.

PSEUDO.AI

PSEUDO transforms complex code into human-readable pseudocode, making coding more accessible.

Average Rating: 4.3/5.0

Total Reviews: 12

Who Is the Company Behind PSEUDO.AI?

  • Seller: Vercel
  • Year Founded: 2015
  • HQ Location: San Francisco, California, United States
  • Twitter: @vercel
    432,041 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    913 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 43% Small, 36% Medium

What Are Recent G2 Reviews of PSEUDO.AI?

Second Nature AI

Second Nature is a cutting-edge AI role play training solution designed to enhance onboarding, development, and coaching for teams at scale. This innovative platform allows users to create realistic role play training simulations, enabling teams to practice various conversations with human-like AI avatars. By fostering a practice-based learning environment, Second Nature helps employees build confidence, refine their skills, and ultimately drive better results in their roles. Targeted primarily at organizations looking to streamline their training processes, Second Nature is particularly beneficial for companies that prioritize employee development and effective onboarding. The platform caters to a wide range of industries, making it suitable for sales teams, customer service representatives, and any personnel that require strong communication skills. With its ability to simulate real-world scenarios, Second Nature provides a unique opportunity for teams to engage in hands-on practice that traditional training methods often lack. One of the standout features of Second Nature is its ease of use. Users can create role play simulations in just minutes by typing a few prompts or uploading existing training materials. This flexibility allows organizations to quickly adapt their training programs to meet evolving needs. Additionally, Second Nature seamlessly integrates with various Learning Management Systems (LMS) via SCORM or LTI, including popular platforms like Workday, Adobe Learning Manager, and Cornerstone. This ensures that companies can incorporate Second Nature into their existing training frameworks without disruption. The platform's analytics capabilities further enhance its value proposition. Second Nature provides comprehensive insights into employee performance, usage details, and session overviews, allowing organizations to identify what is working well and where improvements can be made. By leveraging these analytics, companies can make informed decisions about their training strategies, ultimately leading to improved proficiency and reduced onboarding time by up to 30%. Powered by generative AI and machine learning, Second Nature delivers immersive role-play simulations that engage users in natural-language conversations. The AI-driven personas are designed to ask questions, pose objections, and adjust their tone, creating a dynamic learning experience. After each session, the AI evaluates participants on knowledge accuracy, conversational style, and essential soft skills such as clarity and confidence. This rigorous assessment ensures that employees are not only learning but are also prepared to apply their skills effectively in real-world situations. With its proven performance, Second Nature has become a trusted solution for leading companies like Adobe, Oracle, and T-Mobile, solidifying its position as a leader in AI role play training.

Average Rating: 4.7/5.0

Total Reviews: 435

Who Is the Company Behind Second Nature AI?

  • Seller: Second Nature
  • Company Website:
  • Year Founded: 2018
  • HQ Location: New York, NY
  • LinkedIn® Page: www.linkedin.com
    85 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Sales Manager, Security Engineer
  • Top Industries: Information Technology and Services, Insurance
  • Company Size: 46% Large, 42% Medium

What Do G2 Reviewers Say About Second Nature AI?

AI-generated summary from verified user reviews

Pros
  • Users benefit from enhanced sales skills and confidence thanks to Second Nature AI's engaging and resource-efficient training approach.
  • Users enjoy the user-friendly interface of Second Nature AI, simplifying training and performance tracking for sales reps.
  • Users appreciate the AI integration of Second Nature AI, enhancing training and boosting sales rep confidence and performance.
  • Users value the comprehensive employee development offered by Second Nature AI, enhancing training and performance for sales teams.
  • Users value the interactive training experience with Second Nature AI, enhancing learning and confidence in sales roles.
Cons
  • Users report inaccurate information from Second Nature AI, leading to confusion and frustrating conversations.
  • Users find the learning curve steep for beginners, making it challenging to get started with Second Nature AI.
  • Users find the inaccuracy in AI responses frustrating as it often misinterprets questions and provides irrelevant answers.
  • Users experience a lack of interactivity with Second Nature AI, making conversations feel less engaging and often disconnected.
  • Users feel that the language issues hinder accessibility and understanding for non-English speakers, limiting widespread use.

What Are Recent G2 Reviews of Second Nature AI?

What Are G2 Users Discussing About Second Nature AI?

AI2sql

AI2sql is an innovative, AI-powered platform designed to bridge the gap between human language and database query languages, primarily SQL. It empowers users, regardless of their technical expertise, to interact with databases more efficiently by translating natural language prompts directly into accurate and ready-to-use SQL queries. This eliminates the steep learning curve often associated with SQL and significantly speeds up data retrieval and analysis processes. In today's data-driven world, accessing the right information quickly is crucial. However, writing complex SQL queries can be a time-consuming bottleneck, prone to syntax errors, and often requires specialized knowledge. AI2sql tackles this challenge head-on. Users simply type their data request in plain English (e.g., "Show me all customers from California who ordered product X last month"), and AI2sql's sophisticated algorithms generate the corresponding SQL code. Key Capabilities & Benefits: Natural Language to SQL Conversion: The core function, allowing intuitive database querying without writing code. Broad Database Support: Compatible with a wide range of popular SQL databases, including PostgreSQL, MySQL, SQL Server, Oracle, Snowflake, Amazon Redshift, and Google BigQuery, ensuring seamless integration into existing workflows. Increased Productivity: Drastically reduces the time spent writing, debugging, and optimizing SQL queries, freeing up analysts, developers, and business users to focus on insights rather than syntax. Enhanced Accuracy: Minimizes human error in query writing, leading to more reliable data retrieval. Data Accessibility: Democratizes data access across organizations, enabling team members in marketing, sales, operations, and other departments to pull the data they need without relying solely on technical teams. Learning & Understanding: Can serve as a valuable tool for learning SQL, as users can see the generated queries based on their natural language input. Some versions may also offer SQL-to-natural language explanation. Potential for Optimization: AI may suggest more efficient ways to structure queries. AI2sql is ideal for data analysts, business intelligence professionals, software developers, data scientists, product managers, and anyone who needs to interact with databases but wants a faster, more intuitive method than manual SQL coding. By simplifying database interaction, AI2sql accelerates data exploration, reporting, and ultimately, data-driven decision-making across the business. It acts as an intelligent assistant, making complex database tasks accessible and efficient.

Average Rating: 5.0/5.0

Total Reviews: 11

Who Is the Company Behind AI2sql?

  • Seller: AI2sql
  • Year Founded: 2021
  • HQ Location: Jacksonville, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About AI2sql?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the effortless AI translation of natural language into SQL, enhancing productivity and reducing syntax errors significantly.
  • Users value the time-saving capability of AI2sql, simplifying SQL writing and enhancing confidence in data handling.
  • Users find AI2sql to be very easy to use, simplifying SQL tasks and saving significant time.
  • Users appreciate the intuitive user interface of AI2sql, enabling quick access to complex SQL queries from plain English.
  • Users appreciate the accuracy of responses from AI2sql, experiencing effortless and precise query generation with ease.
Cons
  • Users notice UI lags during high-load usage and suggest improvements for better query handling and integration options.
  • Users frequently experience poor integration with existing tools, leading to challenges in their workflows while using AI2sql.
  • Users experience system unreliability with AI2sql, particularly with advanced queries and occasional UI lags during high loads.

What Are Recent G2 Reviews of AI2sql?

Ashby

Ashby is an all-in-one recruiting platform designed for ambitious recruiting teams to operate as strategic partners in the growth of the business. With powerful analytics, AI & automation, interactive planning tools, and quality of hire data, Ashby's all-in-one platform improves talent team effectiveness while also streamlining the recruiter workflow. Consolidated all-in-one solution Ashby combines your ATS, CRM, scheduling, and analytics into a single scalable solution with best-in-breed features. Consolidating tools and streamlining recruiting workflows reduces your total cost of ownership, eliminates the need to context-switch between tools, and gives you a single-source-of-truth for all things recruiting. Powerful recruiting analytics Reliable data in Ashby empowers teams to make faster, more strategic, data-driven decisions. No need for spreadsheets or data scientists — robust, BI-tool-level reporting is native in Ashby. Make improvements to your workflows, seamlessly communicate with stakeholders, forecast recruiting capacity and drive hiring process improvements at scale. Get real-time visibility into the end-to-end talent acquisition lifecycle, recruiter productivity, progress to key goals and quality of hire outcomes. Scalability Whether you’re a high-growth company with evolving needs or a large enterprise, Ashby is built to support TA teams' needs at scale. Ashby’s product foundation enables deep customization, advanced permissions, and the organization of workflows around both the candidate and job records. As your company grows, Ashby can flex to your evolving process. No need to sacrifice UX, hiring manager, recruiter, or candidate experience for a tool with the configurability to support your scale. Innovation Ashby’s modern infrastructure means meaningful features are shipped on an almost weekly basis. First-to-market innovations in AI and automation and Ashby’s commitment to product innovation and engineering velocity helps keep TA teams on top of market trends and regulations in today’s hiring landscape.

Average Rating: 4.7/5.0

Total Reviews: 153

Who Is the Company Behind Ashby?

  • Seller: Ashby
  • Company Website:
  • Year Founded: 2018
  • HQ Location: San Francisco, US
  • Twitter: @ashbyhq
    955 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    445 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Recruiter
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 58% Medium, 27% Small

What Do G2 Reviewers Say About Ashby?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Ashby, highlighting its intuitive interface and efficient automation features.
  • Users commend Ashby's exceptional customer support, highlighting responsiveness, knowledge, and a hands-on approach to problem-solving.
  • Users appreciate the helpful support from Ashby, highlighting quick responses and dedicated assistance for a smoother experience.
  • Users value the extensive features and automation of Ashby, greatly enhancing recruitment efficiency and organization.
  • Users love the comprehensive features of Ashby, which streamline recruiting and enhance organizational efficiency across different company sizes.
Cons
  • Users find the learning curve with Ashby to be challenging initially, but manageable with familiarity and practice.
  • Users feel that Ashby's limited customization options can be overwhelming and deter teams from maximizing its potential.
  • Users find that the lack of clarity in tools and resources leads to confusion and frustration during usage.
  • Users find Ashby's feature complexity overwhelming at times, especially when adjusting to its numerous advanced functionalities.
  • Users find limited reporting capabilities challenging, with difficulties in navigation and managing candidate data effectively.

What Are Recent G2 Reviews of Ashby?

Nagent.AI

Nagent AI — Agent Marketplace Your on-demand library of expert-built AI agents. What it is The Nagent AI Agent Marketplace is a cloud-based catalog where you can discover, test, and deploy hundreds of pre-vetted AI agents in seconds—no coding or model-tuning required. Core Idea Think of it as an “App Store for AI workflows.” Each listing is a ready-to-run agent built by a domain specialist (marketing, research, ops, support, design, etc.) and powered by Nagent AI’s multi-model engine. How it works Browse & Search – Filter by use case, industry, or outcome (e.g., “Generate LinkedIn ads,” “Competitive teardown,” “Product-description writer”). Preview & Adjust – Drop in your inputs—brand voice, data source links, campaign brief. Run & Embed – Hit Execute to get results instantly, or embed the agent on your site, Slack, WhatsApp, or via API. Pay as You Go – Usage is token-based; you’re charged only for what an agent consumes. Upgrade bundles start at $200 for 50 K tokens. Key Benefits Zero-Setup Outcomes – Skip prompt engineering; launch proven workflows in one click. Expert Quality – Every agent is vetted for accuracy, prompt hygiene, and ROI before it’s listed. Continuous Growth – Dozens of new agents added weekly; ratings and reviews keep quality high. Multi-Model Performance – Behind the scenes, the platform picks the best LLM (GPT-4o, Claude 3, Gemini 1.5, etc.) for each task, balancing cost and speed. Flexible Deployment – Use agents inside Nagent AI, embed them in your product, or trigger them via REST/GraphQL. Ideal Users SME owners & marketers who need rapid, campaign-ready content or research. Agencies & consultants seeking white-label AI outputs without building from scratch. Product & ops teams automating repetitive knowledge work while IT resources are limited. Why it matters The Agent Marketplace lets businesses of any size unlock enterprise-grade AI capabilities—copywriting, data analysis, customer support, and more—without hiring data scientists or wrangling APIs. Pick an agent, press Run, get results. That’s Nagent AI in action.

Average Rating: 5.0/5.0

Total Reviews: 11

Who Is the Company Behind Nagent.AI?

  • Seller: Nagent AI
  • Year Founded: 2024
  • HQ Location: Bengaluru, Karnataka, India
  • LinkedIn® Page: linkedin.com
    29 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 64% Small, 27% Medium

What Are Recent G2 Reviews of Nagent.AI?

Tiktok

TikTok Ads Manager is a comprehensive advertising platform designed to help businesses of all sizes reach and engage with a vast, global audience. With its user-friendly interface and flexible budgeting options, TikTok Ads Manager enables advertisers to create, manage, and optimize campaigns that drive online sales, increase app installs, raise brand awareness, and build communities. The platform offers a suite of creative tools, including customizable video templates and a video editor, allowing businesses to produce engaging, TikTok-native content with ease. Additionally, TikTok Ads Manager provides robust measurement tools, such as the TikTok Pixel, to track performance and optimize campaigns effectively. By leveraging TikTok's immersive, full-screen, sound-on ad formats and smart targeting capabilities, businesses can connect with their most relevant audience, maximize return on investment, and achieve their marketing objectives efficiently. Key Features and Functionality: - Flexible Budgeting: Set daily or total budgets that align with your financial goals, making advertising accessible for businesses of all sizes. - Creative Tools: Utilize a library of over 100 customizable video templates and a built-in video editor to create engaging, TikTok-friendly ad content. - Smart Targeting: Reach your most relevant audience through advanced targeting options, ensuring your ads are seen by users most likely to engage with your brand. - Performance Measurement: Implement the TikTok Pixel to track visitor actions, monitor conversions, and gain actionable insights to optimize your campaigns. - Easy Campaign Setup: Launch ads in minutes by selecting your objective, setting your budget and targeting, uploading your creative, and submitting your campaign. Primary Value and User Solutions: TikTok Ads Manager empowers businesses to tap into TikTok's vibrant and engaged global community, providing an opportunity to showcase products and services in an authentic and creative manner. The platform addresses common advertising challenges by offering cost-effective solutions, simplifying the ad creation process, and delivering measurable results. By leveraging TikTok's unique ad formats and targeting capabilities, businesses can effectively increase brand visibility, drive customer engagement, and boost sales, all while maintaining control over their advertising spend.

Average Rating: 4.7/5.0

Total Reviews: 11

Who Is the Company Behind Tiktok?

Who Uses This Product?

  • Company Size: 73% Small, 27% Medium

What Are Recent G2 Reviews of Tiktok?

Unstract

Unstract is an Agentic Document Intelligence platform that helps automate complex workflows which currently requires humans to process. Unstract consistently and accurately maps complex documents (with unlimited variants) into a single JSON schema - helping supercharge downstream workflows and agentic automations. Unstract features a purpose-built environment, Prompt Studio, for JSON schema mapping. The platform also supports various connectors to systems like n8n or MCP servers to enable real-world agentic workflows. Mapping and structuring can also be done through API calls or ETL pipelines, enabling wide-ranging and easy integration. Key Features & Benefits - Prompt Studio: Purpose-built, no-code environment to map unlimited variants to a single JSON schema through prompt engineering. - LLMChallenge: A powerful LLM-as-a-judge implementation that avoids hallucinations and increases accuracy for high-impact agents. It employs two LLMs that need to arrive at a consensus for any mapping value to be accepted. - SinglePass and Summarized Extraction: Cost optimization technologies built to reduce token usage by 5-10x. - Human-in-the-Loop: Designate and loop in reviewers and approvers into the feedback cycle to minimize errors and reduce operational oversight. - API Hub: Plug-and-play, prebuilt APIs for instant document data extraction - without the lengthy development cycles. - Source Document Highlighting: Technology using which the system scrolls to the right location of the source documents and highlights the portions from where the LLM has extracted the data. With Unstract, companies have realized: -> 99.9% accurate document extraction -> 80% Lesser Human Touchpoints -> 90%+ Straight-Through Processing -> 20x Boost in Operational Efficiency -> 100% Document Context Maintained -> 90% Reduction in Prompt Maintenance All with a platform Enterprise-Grade, out-of-the-box: with SOC 2 Type II, ISO 27001, GDPR and HIPAA compliances.

Average Rating: 4.4/5.0

Total Reviews: 33

Who Is the Company Behind Unstract?

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 65% Small, 32% Medium

What Do G2 Reviewers Say About Unstract?

AI-generated summary from verified user reviews

Pros
  • Users praise Unstract for its ease of use, enabling efficient document processing without technical skills required.
  • Users value the document automation capabilities of Unstract, efficiently transforming complex data without coding skills needed.
  • Users commend Unstract for its efficient data extraction, simplifying document processing without needing technical expertise.
  • Users highly value the accuracy of Unstract in transforming unstructured data into structured formats efficiently.
  • Users praise the responsive customer support of Unstract, ensuring fast implementation and addressing queries effectively.
Cons
  • Users face missing features like improved error notifications and version control, impacting their overall experience with Unstract.
  • Users notice slow performance during bulk extractions and occasional downtimes that can affect the overall experience.
  • Users note documentation issues that could use improvement, but appreciate the responsive support team on Slack.
  • Users find the poor UI design of Unstract outdated and initially confusing due to scattered components.
  • Users face technical issues with Unstract, including slow support and limitations in document structure and accuracy.

What Are Recent G2 Reviews of Unstract?

Grais AI

Grais AI is an AI relationship intelligence and follow-up assistant for founders, operators, sales teams, and relationship-heavy teams. It helps people manage high-context conversations without losing track of who said what, why it matters, and what should happen next. Instead of relying on memory, scattered notes, and manual CRM cleanup, Grais AI works beside existing communication workflows to summarize relationship context, draft better replies, recommend next steps, and surface follow-ups before warm opportunities go cold. Teams use Grais AI to understand the full relationship context before replying, prepare thoughtful responses faster, keep track of open loops, turn conversations into next actions, and maintain a human approval layer before communication is sent or acted on. Grais AI is especially useful for founder-led sales, partnerships, investor or customer conversations, warm introductions, procurement follow-ups, and any workflow where timing, tone, and context affect the outcome. It can support workflows across sales messages, social DMs, group conversations, partnership threads, and follow-up planning when teams need a clearer view of the relationship before deciding what to say next. The product is designed to support human judgment rather than replace it. Grais AI helps users move faster while staying deliberate: it explains the context behind a suggested reply, keeps follow-up visible, and gives teams a clearer way to manage important relationships across everyday conversations. Grais AI currently operates in English, with multilingual drafting possible through the underlying AI model where workflows have been tested.

Average Rating: 4.9/5.0

Total Reviews: 10

Who Is the Company Behind Grais AI?

  • Seller: Grais
  • Year Founded: 2025
  • HQ Location: N/A
  • Twitter: @getgrais
    10 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Grais AI?

Lancey

Lancey is an interactive demo platform designed to help launch powerful self-driving product demos to help you engage, convert, and retain more customers.

Average Rating: 5.0/5.0

Total Reviews: 10

Who Is the Company Behind Lancey?

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 90% Small, 10% Medium

What Do G2 Reviewers Say About Lancey?

AI-generated summary from verified user reviews

Pros
  • Users find Lancey incredibly easy to use, allowing quick creation of effective self-serve demos with seamless customization.
  • Users value the polished interactive demos of Lancey, enhancing engagement and understanding of the software's capabilities.
  • Users highlight the interactive product demos of Lancey, enhancing customer engagement and making presentations more effective.
  • Users praise Lancey for its self-serve capabilities and transparent pricing, making demo creation fast and efficient.
  • Users love the quick demos that enhance customer understanding and streamline the scheduling process for meetings.
Cons
  • Users note several missing features, such as APIs for data integration, but find the product still strong overall.
  • Users find integration issues due to limited available options, but the team is responsive and values feedback.

What Are Recent G2 Reviews of Lancey?

wordwriter

Write complete book manuscripts, generate 200+ page research reports with citations, transcribe video, create blog posts, chat and repurpose content for any audience powered by AI.

Average Rating: 5.0/5.0

Total Reviews: 10

Who Is the Company Behind wordwriter?

Who Uses This Product?

  • Company Size: 80% Small, 20% Medium

What Are Recent G2 Reviews of wordwriter?

WorksBuddy

WorksBuddy is the AI Business Operating System that replaces your fragmented tool stack with one connected platform of intelligent agents. Instead of paying for ten disconnected tools (CRM, project management, billing, e-signatures, marketing, and automation) that never talk to each other, WorksBuddy gives you six native AI agents that share data, trigger each other, and run your operations end to end. A lead lands in Lio, gets enriched and scored, hands off to Taro for follow-up tasks, fires a contract through Sigi, generates an invoice in Inzo the moment it's signed, kicks off a nurture sequence in Evox, and orchestrates everything through Revo. Zero manual handoffs. Zero forgotten steps. Built for B2B SaaS founders, agencies, and operations-heavy teams who are tired of stitching together Salesforce + Asana + QuickBooks + DocuSign + Mailchimp + Zapier and watching deals fall through the cracks. One platform. One unified data model. One subscription. Hire an AI team. Fire your tool stack. LIO (Lead Management Agent) Tagline: Never miss a lead again. Lio is the CRM and lead intelligence agent that captures, enriches, scores, and routes leads automatically. It pulls in leads from web forms, ads, LinkedIn, and CSV imports, runs AI enrichment on profile and company data, and assigns 0 to 100 lead scores based on fit and intent signals. Core capabilities: lead and pipeline management, deal tracking, company and contact records, custom fields and views, drag-and-drop web forms, follow-up scheduling, and bulk LinkedIn enrichment up to 1,000 profiles at once. AI features: lead scoring, ICP fit scoring, prospect briefs, buying signal detection, intent scoring, signing probability prediction, and AI company intelligence. 30 core features. 12 AI features. Taro (Project & Task Management Agent) Tagline: Keep your team moving. Taro is the full-stack work management agent covering tasks, sprints, Kanban, Gantt, time tracking, wiki, forms, and meetings. Built for teams that have outgrown spreadsheets but find Jira and Asana bloated. Core capabilities: rich task creation with subtasks and dependencies, four dependency types with cascade rescheduling, Kanban / List / Calendar / Gantt views, recurring tasks, task approvals, custom fields, time tracking, sprint planning, and a 17-widget dashboard with risk alerts and gamification. AI features: smart task creation from natural language, workload distribution, project completion analysis, and risk prediction with bottleneck identification. 34 core features. 4 AI features. Evox (Email Marketing & Cold Outreach Agent) Tagline: Scale your growth effortlessly. Evox is the AI-first email marketing and cold outreach agent. It combines multi-inbox infrastructure and warm-up engines (think Smartlead, Instantly) with a drag-and-drop campaign builder and a dual-AI engine that writes, personalizes, and optimizes every send. Core capabilities: multi-step drip campaigns, A/B testing, lead segments, multi-provider SMTP, timezone-aware scheduling, deliverability monitoring, peer-to-peer warm-up network, and a unified inbox for replies. AI features: AI personalization engine, pre-send spam check, "Ask with AI" HTML email generator, content enhancement, auto A/B variant generator, behavior-triggered campaigns, send time optimization, and campaign ROI prediction. 26 core features. 9 AI features. Sigi (E-Signature & Contract Intelligence Agent) Tagline: Close deals faster. Sigi is the enterprise e-signature platform with sequential and parallel signing workflows, immutable audit trails, and AI that reads every contract before you sign it. A full DocuSign and PandaDoc replacement built natively into the WorksBuddy stack. Core capabilities: PDF / DOCX / image upload, document templates, sequential and parallel signing, self-sign, approval workflows, public sign forms, signature fields with precise positioning, SHA-256 document hashing, geolocation tracking, certificate of completion, and Lio CRM sync. AI features: clause intelligence, missing clause detection, risk analysis with severity scoring, and signing behavior analysis to predict at-risk agreements. 22 core features. 4 AI features. Inzo (Billing & Finance Agent) Tagline: Get paid on time, every time. Inzo handles invoicing, payments, accounts receivable, and financial reporting. It auto-generates invoices from Taro time logs, Sigi contract completions, or Lio deal wins, then chases payment through escalating reminder sequences without anyone lifting a finger. Core capabilities: invoice creation and management, multi-currency support, recurring billing, payment tracking, expense tracking, accounts receivable with aging buckets, financial reports, client payment profiles, and native integrations with Taro, Sigi, and Lio. AI features: OCR invoice scanning, cash flow forecasting, customer payment behavior analysis, payment reliability scoring, AI escalation advice, and AR aging analysis. 12 core features. 6 AI features. Revo (Workflow Automation Agent) Tagline: Stop doing the same thing twice. Revo is the workflow automation agent and connective tissue of WorksBuddy. Describe a workflow in plain English and Revo builds it. Connect 1,000+ apps via Pipedream, integrate all five sibling agents, and run automations on any trigger without writing a line of code. A native Zapier and Make replacement with enterprise-grade execution. Core capabilities: AI workflow generation, drag-and-drop visual canvas, 7 node types (Trigger, Action, Condition, Loop, Delay, Transform, End), 5 workflow architectures, JSON import/export, variables and encrypted secrets, webhook and schedule triggers, and 70+ pre-built actions across all internal agents. Cross-agent superpowers: fires events between Lio, Taro, Sigi, Inzo, and Evox automatically. Lead won in Lio? Revo creates Taro tasks, sends a Sigi contract, generates an Inzo invoice, and triggers an Evox welcome sequence in one workflow. Powered by Temporal (the same engine running Stripe, Netflix, and Uber) for fault-tolerant execution that survives crashes and network failures. Ranko (CRM & Customer Relationship Management) Ranko helps you build stronger customer relationships without the complexity of traditional CRM systems. It centralizes customer data, tracks every interaction, and provides a complete view of your sales and support pipelines in one place. From managing contacts and monitoring deal progress to automating follow-ups and customer engagement, Ranko ensures every opportunity is organized and actionable. With real-time insights and streamlined workflows, Ranko helps teams improve customer retention, close deals faster, and deliver a more personalized experience at scale.

Average Rating: 4.8/5.0

Total Reviews: 12

Who Is the Company Behind WorksBuddy?

  • Seller: WorksBuddy
  • Year Founded: 2026
  • HQ Location: United States
  • Twitter: @WorksBuddy_inc
    8 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®
  • Ownership: WorksBuddy

Who Uses This Product?

  • Company Size: 58% Small, 42% Medium

What Are Recent G2 Reviews of WorksBuddy?

AI Peekaboo

AI Peekaboo shows you how your brand appears in AI search, across ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews. As buyers move from blue links to AI answers, Peekaboo tells you whether those models recommend you, your competitors, or no one at all. It goes beyond a yes or no. Peekaboo gives you a clear AI Visibility Score, tracks how that score moves over time, and shows the why behind it by surfacing the exact sources and pages the models cite when they answer. You can see how you stack up against competitors prompt by prompt, find the gaps where rivals are winning, and get recommended prompts to track so you always know where to improve next. Teams run Peekaboo straight from the dashboard, or connect it to their own stack through a full read and write API and an MCP server, so you can pull visibility data and manage tracked prompts directly inside tools like Claude and Cursor. Pricing is pay per prompt with no per-seat fees, so you only pay for what you actually monitor, and agencies can white-label reports and share guest views with clients. Over 5,000 brands have already used Peekaboo to measure and grow their AI visibility. If you work in marketing, or you just want to know how AI describes your brand, Peekaboo helps you stay visible where buyers are now asking.

Average Rating: 4.8/5.0

Total Reviews: 9

Who Is the Company Behind AI Peekaboo?

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 78% Small, 11% Medium

What Are Recent G2 Reviews of AI Peekaboo?

Galleri5 AI Studio

Galleri5 AI Studio is the AI-native production platform behind films, television and advertising being made at Galleri5. The platform powered Mahabharat: Ek Dharmayudh, an AI-native series broadcast on Star Plus and JioHotstar, and is being used to produce Chiranjeevi Hanuman, an AI-native feature film built for theatrical and IMAX-scale exhibition. It also powers our work across feature films, shows and advertising, including productions with filmmakers and studios such as Hansal Mehta, Karan Malhotra, Jio Studios, Abundantia and Collective Studios, and commercial content for brands. Unlike prompt-based AI video tools, Galleri5 AI Studio manages the complete production pipeline: screenplay and storyboards, character and world creation, shot planning, image and video generation, multi-model orchestration, agentic workflows, consistency, lip-sync, AI-to-3D/VFX workflows, upscaling, QC and final delivery. Built from the requirements of real productions, Galleri5 AI Studio enables filmmakers, studios, agencies and brands to use frontier AI models through one production system designed for cinema and advertising workflows, not individual generations. Explore Galleri5 AI Studio: https://aistudio.galleri5.com/

Average Rating: 4.6/5.0

Total Reviews: 9

Who Is the Company Behind Galleri5 AI Studio?

  • Seller: galleri5
  • Year Founded: 2015
  • HQ Location: Bangalore, IN
  • Twitter: @galleri5
    212 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    139 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Apparel & Fashion
  • Company Size: 40% Large, 40% Medium

What Are Recent G2 Reviews of Galleri5 AI Studio?

GEOMetrics (Former LLMO Metrics)

GEO Metrics is an AI Search Analytics platform that helps brands and agencies understand, measure, and improve their visibility across AI-powered answer engines like ChatGPT, Gemini, and Perplexity. The platform enables you to: Identify which prompts your brand appears in Analyze which competitors are being recommended Understand the sources AI uses to generate responses Discover new visibility opportunities in AI Search Track the evolution of your presence across AI answer engines GEO Metrics turns a complex and opaque process into actionable data, helping marketing, SEO, and growth teams adapt to a new acquisition layer: being recommended by AI.

Average Rating: 4.5/5.0

Total Reviews: 9

Who Is the Company Behind GEOMetrics (Former LLMO Metrics)?

Who Uses This Product?

  • Company Size: 78% Small, 11% Medium

What Are Recent G2 Reviews of GEOMetrics (Former LLMO Metrics)?

Grafana Labs

Grafana Labs provides an open and composable monitoring and observability stack built around Grafana, the leading open source technology for dashboards and visualization. There are more than 3,000 Grafana Labs customers, including Bloomberg, Citigroup, Dell Technologies, Salesforce, and TomTom, and more than 1 million active instances of Grafana around the world. Grafana Labs helps companies manage their observability strategies with the LGTM Stack, which can be run fully managed with Grafana Cloud or self-managed with the Grafana Enterprise offerings, both featuring scalable metrics (Grafana Mimir), logs (Grafana Loki), and traces (Grafana Tempo) as well as extensive enterprise data source plugins, dashboard management, alerting, reporting, and security. Grafana Labs is backed by leading investors Lightspeed Venture Partners, Lead Edge Capital, GIC, Sequoia Capital, Coatue, and J.P. Morgan. Follow Grafana Labs on LinkedIn and Twitter or visit https://grafana.com.

Average Rating: 4.5/5.0

Total Reviews: 193

Who Is the Company Behind Grafana Labs?

  • Seller: Grafana Labs
  • Year Founded: 2014
  • HQ Location: New York
  • Twitter: @grafana
    71,444 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,842 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 48% Medium, 27% Large

What Do G2 Reviewers Say About Grafana Labs?

AI-generated summary from verified user reviews

Pros
  • Users value the intuitive and flexible interface of Grafana for creating interactive and seamless dashboards.
  • Users appreciate the ease of use of Grafana, enjoying seamless monitoring and intuitive dashboard creation.
  • Users value the intuitive and flexible dashboard interface of Grafana, enhancing their data visualization and monitoring experiences.
  • Users value the real-time monitoring capabilities of Grafana Labs, enhancing visibility and responsiveness for complex metrics.
  • Users value Grafana's flexibility and clarity in monitoring, making complex data visualization easy and effective.
Cons
  • Users find the learning curve steep, with challenging setup and limited documentation impacting accessibility for newcomers.
  • Users find the complex setup of Grafana Labs challenging, especially when configuring data sources and writing queries.
  • Users find the difficult learning curve to be a significant challenge, especially for advanced features and configurations.
  • Users find the learning difficulty of Grafana challenging, particularly in navigating the interface and setup processes.
  • Users find the complexity of initial setup and query writing in Grafana Labs to be challenging and time-consuming.

What Are Recent G2 Reviews of Grafana Labs?

What Are G2 Users Discussing About Grafana Labs?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 9, 2026