Best Conversation Intelligence Software

How Many Conversation Intelligence Software Products Does G2 Track?

Total Products under this Category: 302

Category Stats (Nov 2026)

  • Average Rating: 4.63/5 (↓0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Rapport (+3.64%) - Among all products in this category, Rapport recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Conversation Intelligence Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 128,100+ Authentic Reviews
  • 302+ 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 Conversation Intelligence Software

G2 Grid® for Conversation Intelligence Software plotting products by satisfaction and market presence

Highlighted products: Gong, Fathom, Salesforce Sales Cloud, HubSpot Sales Hub, GTM Studio - Powered by ZoomInfo, Talkdesk, Nooks, and Substrata.

Underlying data: [Grid® JSON](https://www.g2.com/categories/conversation-intelligence/grids.json?focus%5B%5D=gong&focus%5B%5D=fathom-video&focus%5B%5D=agentforce-sales-formerly-salesforce-sales-cloud&focus%5B%5D=hubspot-sales-hub&focus%5B%5D=gtm-studio-powered-by-zoominfo&focus%5B%5D=talkdesk&focus%5B%5D=nooks&focus%5B%5D=substrata-substrata)

Gong

Gong harnesses the power of AI to transform how revenue teams win. The Gong Revenue AI Operating System unifies data, insights, and workflows into a single, trusted system that observes, guides, and acts alongside the world’s most successful revenue teams. Powered by the Gong Revenue Graph, AI-powered intelligence, specialized agents, and trusted applications, Gong helps more than 5,000—including LinkedIn, Shopify, Slack, Twilio, Zillow, and Morningstar—companies around the world deeply understand their teams and customers, automate critical sales workflows, and close more deals with less effort. Recognized by G2 as the #1 Best Software Product for multiple years, Gong continues to lead in customer satisfaction, innovation, and AI-powered revenue transformation. For more information, visit www.gong.io.

Average Rating: 4.7/5.0

Total Reviews: 6,617

How Do G2 Users Rate Gong?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 8.7/10 (Category avg: 8.6/10)
  • Customer Scoring: 8.6/10 (Category avg: 8.5/10)
  • AI Text Summarization: 8.8/10 (Category avg: 8.8/10)

Who Is the Company Behind Gong?

  • Seller: Gong
  • Company Website:
  • Year Founded: 2015
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    3,587 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Account Executive, Customer Success Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 68% Medium, 18% Large

What Do G2 Reviewers Say About Gong?

AI-generated summary from verified user reviews

Pros
  • Users value AI-powered analysis that quickly turns sales conversations into actionable insights and reveals cross-call trends.
  • Users like the intuitive, easy-to-navigate interface, which helps them find what they need and handle daily tasks with ease.
  • Users value reliable call recording that preserves conversations for later review and reference.
  • Users value the time saved on call reviews, follow-ups, and routine sales work, helping them handle daily tasks more efficiently.
  • Users like concise automatic call summaries that capture key takeaways and help them quickly catch up on meetings.
Cons
  • Users find search and filtering unintuitive and unreliable, making it difficult to locate specific calls, people, and information.
  • Users find the interface cluttered and unintuitive, making navigation and locating features difficult, especially for new users.
  • Users find the pricing expensive, especially for smaller teams and when adding seats or paying for separate features.
  • Users find AI insights inaccurate and inconsistent, often misreading conversation context and requiring manual review.
  • Users say transcripts can be inaccurate, especially with names, technical terms, fast speech, and noisy audio.

What Are Recent G2 Reviews of Gong?

What Are G2 Users Discussing About Gong?

Fathom

Fathom, the #1-rated AI meeting partner, captures what matters in every conversation and turns it into momentum for what comes next. Now part of Superhuman. ● Meeting Capture: Bot-based or fully Bot-Free - join with a visible notetaker or record silently, your choice, on every call. Bot-Free available on Mac today; Windows coming soon. ● Mobile: iOS app ● Meeting Intelligence: Ask Fathom instantly answers questions across your entire meeting history. Trackers proactively alert you when topics you care about come up. And Fathom's MCP integration brings your meeting context directly into Claude and ChatGPT, plus syncs with your CRM and productivity tools. Recognition: Named to G2's 2026 Best Software Awards Top 100 and HubSpot's 2025 Most Used App of the Year. Outcome: Fathom turns meetings into a searchable, connected knowledge base - teams spend less time on admin and more time acting on what was decided, with the intelligence to back it up.

Average Rating: 5.0/5.0

Total Reviews: 7,149

How Do G2 Users Rate Fathom?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 9.3/10 (Category avg: 8.6/10)
  • Customer Scoring: 8.5/10 (Category avg: 8.5/10)
  • AI Text Summarization: 9.6/10 (Category avg: 8.8/10)

Who Is the Company Behind Fathom?

  • Seller: Superhuman
  • Company Website:
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    7,182 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Marketing and Advertising, Computer Software
  • Company Size: 78% Small, 20% Medium

What Do G2 Reviewers Say About Fathom?

AI-generated summary from verified user reviews

Pros
  • Users praise Fathom for its excellent note-taking and quick summaries, making it an indispensable tool for meetings.
  • Users appreciate the accuracy of summaries and transcripts, enhancing their meeting productivity and decision-making processes.
  • Users find Fathom to be an extremely helpful note-taking tool, enhancing their workflow and saving valuable time.
  • Users love the ease of use of Fathom, seamlessly integrating it into their workflows with excellent note-taking features.
  • Users praise Fathom for its excellent note-taking capabilities, streamlining their workflow and enhancing productivity effortlessly.
Cons
  • Users often face challenges with meeting management, including issues with app loading and adjusting on-screen displays.
  • Users experience recording issues with Fathom, struggling with accent transcription and missed speakers during conversations.
  • Users find some missing features in Fathom, including accent recognition issues and messy text exports.
  • Users experience call issues with Fathom, including difficulties in account management and choppy recording quality.
  • Users often face recording limitations with Fathom, impacting their ability to store and access meeting recordings effectively.

What Are Recent G2 Reviews of Fathom?

Salesforce Sales Cloud

Accelerate revenue from pipeline to paycheck with Salesforce Sales Cloud - your complete growth platform that brings together the power of humans with agents at every step of the sales cycle. Boost productivity with automation and drive revenue with an integrated growth platform. The future of sales is here, and with Agentforce, we’re helping teams unlock their full potential - making them limitless. Build Pipeline Faster with AI Agents: Sales Agents Sales AI Sales Engagement Sales Programs Buyer Engagement Accelerate Productivity with Automation: Sales Data Sales Analytics Sales Team Productivity Revenue Intelligence Drive Revenue on an Integrated Platform: Revenue Lifecycle Management and CPQ Sales Performance Management Partner Relationship Management

Average Rating: 4.4/5.0

Total Reviews: 26,319

G2 Deal: Save 25% on your first annual subscription

Whether you’re ready to purchase today or prefer to try Essentials out for 14 days for free, you will receive 25% discount when you purchase via G2. Prior to 25% discount, plans start at $25/per user per month.

Price: ~~Starting at $25/user/month~~ → Starting at $18.75/user/month

View this exclusive G2 deal

How Do G2 Users Rate Salesforce Sales Cloud?

  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 8.7/10 (Category avg: 8.6/10)
  • Customer Scoring: 8.7/10 (Category avg: 8.5/10)
  • AI Text Summarization: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Salesforce Sales Cloud?

  • Seller: Salesforce
  • Company Website:
  • Year Founded: 1999
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    89,711 employees on LinkedIn®
  • Ownership: NYSE:CRM

Who Uses This Product?

  • Who Uses This: Account Executive, Account Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 45% Medium, 34% Large

What Do G2 Reviewers Say About Salesforce Sales Cloud?

AI-generated summary from verified user reviews

Pros
  • Users find it intuitive and easy to navigate, helping sales teams handle daily tasks with less effort.
  • Users value time savings and efficiency, reducing repetitive work and freeing sales teams to focus on selling and customers.
  • Users value the flexible customization that lets them tailor workflows, fields, and sales processes to fit their business needs.
  • Users value the smooth integrations with Salesforce products, third-party apps, and business systems, connecting tools and data across platforms.
  • Users value its broad, ready-to-use CRM features, which cover essential sales needs and support business operations.
Cons
  • Users find the pricing high, with licensing, add-ons, and scaling increasing costs, especially for smaller teams.
  • Users find the learning curve steep, especially for new and less-technical users.
  • Users find the interface cluttered, clunky, and often unintuitive to navigate.
  • Users say initial setup and implementation can be complex and time-consuming, sometimes requiring outside help.
  • Users find the platform complex and overwhelming, especially when learning or configuring workflows.

What Are Recent G2 Reviews of Salesforce Sales Cloud?

What Are G2 Users Discussing About Salesforce Sales Cloud?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works
Connect G2 to ChatGPTConnect G2 to Claude

HubSpot Sales Hub

Sales Hub combines sales engagement tools, AI-powered productivity features, and workflow automation into a unified platform designed to help growing teams close deals faster. Core Value Proposition: Sales Hub addresses common sales challenges: inefficient manual processes that slow deal velocity, fragmented customer information creating incomplete context, and complex software requiring extensive training and ongoing administration. Built on the HubSpot Smart CRM, Sales Hub connects customer data and sales tools in a single unified system. Key Capabilities Sales Engagement Tools: Sales Hub provides email tracking, meeting scheduling, document sharing, and communication templates that streamline prospect interactions and eliminate administrative friction in the sales process. AI-Powered Productivity: The platform includes AI features that automate repetitive tasks, suggest next actions based on deal context, and surface relevant customer insights, helping representatives focus on selling rather than administrative work. Unified Customer View: Because all customer data, communication history, and deal information exists within the Smart CRM, sales representatives see complete context without toggling between systems. This includes visibility into marketing interactions, service tickets, and prior sales conversations. Workflow Automation: Sales Hub automates routine sales processes, ensuring consistent execution without manual coordination. Sales Hub vs. Alternatives: Unlike legacy CRM systems functioning primarily as databases requiring extensive customization, Sales Hub includes engagement tools, automation, and AI capabilities as native features rather than add-ons requiring integration. This eliminates the complexity of purchasing separate tools for email tracking, meeting scheduling, document management, and sales analytics. Sales Hub's intuitive interface reduces training time for new team members compared to traditional sales platforms requiring extensive technical knowledge. Teams benefit from fast onboarding, seamless alignment through shared data visibility, and flexible scaling. Who Should Use Sales Hub Sales Hub serves growing sales teams needing to increase productivity without adding headcount, sales representatives requiring complete customer context during buyer conversations, and sales leaders seeking pipeline visibility through unified reporting. The platform scales from small sales teams to enterprise organizations. Outcome Sales Hub helps teams sell smarter, not harder, enabling reps to get richer context and better insights at every step of the buyer journey.

Average Rating: 4.4/5.0

Total Reviews: 13,772

G2 Deal: Get the HubSpot Growth CRM Suite - 20% off HubSpot plans for the first year, then 10% off in perpetuity

20% off HubSpot plans for the first year, then 10% off in perpetuity

View this exclusive G2 deal

How Do G2 Users Rate HubSpot Sales Hub?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 7.7/10 (Category avg: 8.6/10)
  • Customer Scoring: 8.2/10 (Category avg: 8.5/10)
  • AI Text Summarization: 7.6/10 (Category avg: 8.8/10)

Who Is the Company Behind HubSpot Sales Hub?

  • Seller: HubSpot
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Cambridge, Massachusetts, United States
  • LinkedIn® Page: www.linkedin.com
    17,628 employees on LinkedIn®
  • Ownership: NYSE:HUBS

Who Uses This Product?

  • Who Uses This: Account Executive, Business Development Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 60% Small, 35% Medium

What Do G2 Reviewers Say About HubSpot Sales Hub?

AI-generated summary from verified user reviews

Pros
  • Users find the interface intuitive and easy to navigate, helping them learn and manage daily sales work with ease.
  • Users value the time savings and reduced manual work, freeing them to focus on customer relationships and closing deals.
  • Users value the seamless integrations with HubSpot and other business tools, which help connect their workflows and keep information synchronized.
  • Users find setup straightforward and easy, helping teams get started quickly.
  • Users like the structure and organization that help teams manage sales workflows consistently and keep the process clear and connected.
Cons
  • Users find the pricing high, with costs rising as teams add users or advanced features.
  • Users find advanced features like automation, reporting, and customization restricted to higher-priced plans, with upgrades sometimes feeling costly.
  • Users find reporting limited and rigid, custom reports difficult to build, and some metrics or results inconsistent.
  • Users find the interface cluttered and unintuitive, making features and information difficult to locate and navigation confusing.
  • Users find customization restrictive and often complex, especially when tailoring records, properties, and views to specific business needs.

What Are Recent G2 Reviews of HubSpot Sales Hub?

What Are G2 Users Discussing About HubSpot Sales Hub?

GTM Studio - Powered by ZoomInfo

Note: GTM Studio is the upgraded version of ZoomInfo Marketing and ZoomInfo Operations. GTM Studio is ZoomInfo's AI-powered go-to-market canvas that unifies signals, systems, and teams in one intelligent workspace so plays fire automatically, moments aren't missed, and reps always know what to do next. Designed for RevOps and marketing teams, GTM Studio eliminates tool sprawl by connecting CRM, marketing, sales, and third-party data into a single live canvas - giving every team a complete, AI-ready view of their market. At the core of GTM Studio is built-in waterfall enrichment that automatically fills in missing contact and account data across 25+ vendors, so the data powering every play is always complete and actionable. AI-powered insights surface buying signals in real time, helping teams respond to in-market buyers in under five minutes - before competitors have even pulled a list. Every insight is grounded in your ICP, so GTM decisions are faster, sharper, and more informed. GTM Studio is built for speed to execution. A library of pre-built plays - including inbound acceleration, champion tracking, and competitive displacement - can be launched in a single click, with no tickets, no engineering support, and no waiting. Custom plays can be designed, tested, and scaled without code or developer involvement, compressing what used to take weeks into minutes. Specialized AI agents handle enrichment, scoring, routing, and message creation automatically, so teams stay focused on results rather than operations. GTM Studio integrates with the tools revenue teams already rely on - Salesforce, HubSpot, Salesloft, Gong, Slack, and 50+ more - ensuring signals flow freely across the stack and execution happens without friction. Built-in analytics measure what's working in real time, while automated workflows and alerts keep teams responsive to every change in GTM data. The result is a GTM motion that runs on its own - where top-performing teams launch more than 50 plays per quarter, expansion campaigns that once took three weeks go live in 30 minutes, and every seller always knows exactly where to focus next.

Average Rating: 4.5/5.0

Total Reviews: 3,397

How Do G2 Users Rate GTM Studio - Powered by ZoomInfo?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 8.2/10 (Category avg: 8.6/10)
  • Customer Scoring: 8.4/10 (Category avg: 8.5/10)
  • AI Text Summarization: 8.7/10 (Category avg: 8.8/10)

Who Is the Company Behind GTM Studio - Powered by ZoomInfo?

  • Seller: ZoomInfo
  • Company Website:
  • Year Founded: 2000
  • HQ Location: Vancouver, WA
  • LinkedIn® Page: www.linkedin.com
    9,779 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Account Executive, Customer Success Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 63% Medium, 24% Large

What Do G2 Reviewers Say About GTM Studio - Powered by ZoomInfo?

AI-generated summary from verified user reviews

Pros
  • Users value the advanced filtering and segmentation features of GTM Studio, enhancing targeting and campaign effectiveness.
  • Users find the lead enrichment capabilities of GTM Studio invaluable for targeted and effective demand generation campaigns.
  • Users appreciate the ease of use in GTM Studio, highlighting its simple navigation and straightforward setup process.
  • Users value the accuracy of data in GTM Studio, enabling precise targeting and effective demand generation campaigns.
  • Users value the high accuracy of data in GTM Studio, significantly enhancing targeting and campaign effectiveness.
Cons
  • Users feel that the pricing is expensive, especially for small teams, necessitating careful use of credits.
  • Users experience data inaccuracy, with outdated information and the need for manual validation affecting reliability.
  • Users find the cost to be high for small teams, impacting accessibility despite comparable market pricing.
  • Users find the platform to have a steep learning curve, making it complex and overwhelming for new users.
  • Users find the steep learning curve of GTM Studio challenging, particularly impacting new users' ability to navigate the platform.

What Are Recent G2 Reviews of GTM Studio - Powered by ZoomInfo?

What Are G2 Users Discussing About GTM Studio - Powered by ZoomInfo?

Talkdesk

Talkdesk provides a customer experience platform that helps organizations operate a human-AI hybrid workforce across service, sales, and support. The platform includes enterprise-grade Contact Center as a Service (CCaaS) to support the human workforce and Customer Experience Automation (CXA) to build and manage the AI workforce and orchestrate work across both. CXA can work with Talkdesk CCaaS or an existing third-party contact center. CXA uses agentic AI and multi-agent orchestration to automate and coordinate how customer needs are resolved. Agentic AI can reason through goals, use tools and enterprise systems, take action, and execute multi-step work, while orchestration coordinates specialized AI agents and human workflows, including decisions, escalations, and handoffs. AI agents can complete work such as processing a claim, updating a billing record, scheduling an appointment, or resolving a service case rather than only answering questions or routing interactions. Talkdesk Data Cloud provides unified, real-time context from customer interactions, enterprise systems, and knowledge sources. Built-in guardrails and governance help organizations control how AI operates as automation scales. Talkdesk CCaaS and CXA both support omnichannel customer interactions across voice and digital channels. Talkdesk CCaaS provides capabilities for the human workforce, including omnichannel routing, workforce engagement management, real-time agent guidance, employee collaboration, and customer experience analytics. CXA orchestrates work across the human-AI workforce, coordinating human agents, AI agents, data, knowledge, workflows, enterprise systems, and governance to move customer needs toward resolution while preserving context across channels and handoffs. *Key capabilities include: -Agentic end-to-end automation: Automate customer interactions and the underlying work required to resolve them across front- and back-office systems, using agentic AI that can reason, act, and complete work rather than simply respond or assist. -Human-AI and multi-agent orchestration: Coordinate specialized AI agents, human employees, data, knowledge, workflows, and enterprise systems as work moves through complex customer journeys with intelligent decisions, escalations, and handoffs, while maintaining the context required for resolution. -Continuous automation lifecycle: Analyze previous customer interactions and performance data to discover high-impact automation opportunities, build and customize agentic AI agents using natural language, test them before they engage customers, orchestrate them in production, and continuously monitor and optimize performance and outcomes. -Industry-aware data and automation: Connect industry-specific systems and data sources with purpose-built AI agents, workflows, integrations, and preconfigured use cases, giving humans and AI relevant industry context and knowledge to address customer journeys and operational requirements across more than 12 industries. -Unified data, knowledge, and governance: Use Talkdesk Data Cloud to unify customer interactions, enterprise data, knowledge, and systems of record, providing real-time context for AI agents, human employees, and workflows. Apply guardrails, permissions, monitoring, and governance to help improve accuracy, consistency, decision-making, and control as automation scales. Talkdesk is a registered trademark of Talkdesk, Inc. All product and company names are trademarks™ or registered® trademarks of their respective holders. Use of them does not imply any affiliation with or endorsement by them.

Average Rating: 4.4/5.0

Total Reviews: 2,517

How Do G2 Users Rate Talkdesk?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.4/10)
  • Customer Scoring: 5.8/10 (Category avg: 8.5/10)
  • AI Text Summarization: 9.4/10 (Category avg: 8.8/10)

Who Is the Company Behind Talkdesk?

  • Seller: Talkdesk
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Palo Alto, CA
  • LinkedIn® Page: www.linkedin.com
    1,395 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Supervisor, Customer Service Representative
  • Top Industries: Consumer Services, Computer Software
  • Company Size: 60% Medium, 20% Small

What Do G2 Reviewers Say About Talkdesk?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Talkdesk, highlighting its convenience for calling and scheduling.
  • Users appreciate the efficiency of Talkdesk, enhanced by new features and reliable call quality for long durations.
  • Users appreciate the value-added features of Talkdesk, enhancing convenience and efficiency in communications.
  • Users love the ease of call management with Talkdesk, enhancing customer support and simplifying workflows effectively.
  • Users value the ease of use and convenience offered by Talkdesk for managing customer support effectively.
Cons
  • Users experience call issues with Talkdesk, particularly in low network areas and when using mobile hotspots.
  • Users experience technical issues including connectivity problems and slow support response, affecting overall satisfaction with Talkdesk.
  • Users find the missing features in Talkdesk frustrating, especially the lack of Italian support and customization options.
  • Users face significant connection issues with Talkdesk, impacting audio quality and causing disruptions during calls.
  • Users experience poor connectivity with Talkdesk, noting slow performance and frustrating tech issues during peak times.

What Are Recent G2 Reviews of Talkdesk?

What Are G2 Users Discussing About Talkdesk?

Nooks

Nooks is the Agent Workspace for intelligent outbound. We pair human judgment with AI execution so reps spend less time on busywork and more time building real relationships that turn into pipeline. Nooks brings signals, account history, and next-best actions into one multi-channel system for AI sequencing so outbound stays relevant as you scale. Over 100 teams have switched from legacy sequencing tools to Nooks, more than doubling email-sourced pipeline, cutting research time by 90%, and consolidating multiple vendors into one platform. Over 1200 customers, including sophisticated sales orgs at HubSpot, Deel, ZoomInfo, and Rippling use Nooks to generate more pipeline with less context switching.

Average Rating: 4.8/5.0

Total Reviews: 1,720

How Do G2 Users Rate Nooks?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 10.0/10 (Category avg: 8.6/10)
  • Customer Scoring: 9.4/10 (Category avg: 8.5/10)
  • AI Text Summarization: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Nooks?

  • Seller: Nooks
  • Company Website:
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    425 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: SDR, Business Development Representative
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 50% Medium, 26% Small

What Do G2 Reviewers Say About Nooks?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the time-saving features of Nooks, enhancing call activity and team collaboration significantly.
  • Users value the ease of use of Nooks, enabling quick access to essential prospect information and team collaboration.
  • Users value the efficiency of Nooks, enabling seamless dialing and effective pipeline management with ease of use.
  • Users praise the helpful support team and the ease of use of Nooks' features and interface.
  • Users highlight effective lead generation with Nooks, significantly improving call activity and team momentum.
Cons
  • Users experience call issues, such as choppy connections and missing contact details, leading to frustration during use.
  • Users experience dialer issues where not all phone numbers show up, impacting their calling efficiency.
  • Users express frustration over missing features like note integration and insufficient sync with other tools in Nooks.
  • Users report dialer limitations with incomplete number population and reduced pickup rates, affecting their calling experience.
  • Users often experience connection issues, including dropped calls and delays in call connections, affecting communication quality.

What Are Recent G2 Reviews of Nooks?

Substrata

Substrata analyzes behavioral data to uncover attitudes, emotions, intentions and power dynamics, helping dealmakers sell smarter and close more deals.

Average Rating: 4.9/5.0

Total Reviews: 1,132

How Do G2 Users Rate Substrata?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 9.6/10 (Category avg: 8.6/10)
  • Customer Scoring: 9.6/10 (Category avg: 8.5/10)
  • AI Text Summarization: 9.6/10 (Category avg: 8.8/10)

Who Is the Company Behind Substrata?

  • Seller: Substrata
  • Year Founded: 2020
  • HQ Location: Tel Aviv, Israel
  • LinkedIn® Page: www.linkedin.com
    31 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Sales Development Representative, Project Manager
  • Top Industries: Information Technology and Services, Marketing and Advertising
  • Company Size: 45% Small, 41% Medium

What Do G2 Reviewers Say About Substrata?

AI-generated summary from verified user reviews

Pros
  • Users value the accurate intelligence from Substrata, enhancing strategic decisions and client relationship management with confidence.
  • Users appreciate the helpful insights from Substrata that enhance client relationships and drive successful negotiations.
  • Users value Substrata's simplified workflow and behavioral insights that enhance negotiation strategies and client engagement.
  • Users value Substrata for its accurate intelligence and simplified workflow, enhancing relationship strategies and client engagement.
  • Users appreciate the time-saving capabilities of Substrata, enhancing workflow efficiency and prioritization of tasks seamlessly.
Cons
  • Users feel that Substrata's steep learning curve can make setup and customization challenging for new users.
  • Users are frustrated by limited customization options in Substrata, wishing for better reporting and more intuitive exports.
  • Users find the initial setup and data analysis of Substrata complicated, affecting usability and workflow efficiency.
  • Users find the time-consuming nature of advanced analytics and integrations frustrating, particularly when seeking quick insights.
  • Users struggle with dashboard issues, including data gaps, poor customization, and overwhelming analytics during critical negotiations.

What Are Recent G2 Reviews of Substrata?

CallRail

CallRail is the lead engagement platform that makes it easy for businesses to attract more leads, convert more customers, and optimize their marketing. Serving more than 220,000 businesses worldwide, CallRail’s AI-powered solutions help businesses attribute each call, text, chat and form to their marketing journey, use insights from their conversations to better understand their buyers, and eliminate missed opportunities with AI that can handle lead interactions 24/7.

Average Rating: 4.5/5.0

Total Reviews: 1,887

G2 Deal: Exclusive savings on CallRail's Call Tracking through G2 Deals

Save 20% on G2's #1 Call Tracking Provider

Price: ~~$50/month~~ → $40/month

View this exclusive G2 deal

How Do G2 Users Rate CallRail?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 8.1/10 (Category avg: 8.6/10)
  • Customer Scoring: 8.4/10 (Category avg: 8.5/10)
  • AI Text Summarization: 7.9/10 (Category avg: 8.8/10)

Who Is the Company Behind CallRail?

  • Seller: CallRail
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Atlanta, GA
  • LinkedIn® Page: www.linkedin.com
    359 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner, CEO
  • Top Industries: Marketing and Advertising, Construction
  • Company Size: 74% Small, 22% Medium

What Do G2 Reviewers Say About CallRail?

AI-generated summary from verified user reviews

Pros
  • Users find CallRail's ease of use ideal for businesses of any size, ensuring effective tracking and reporting.
  • Users appreciate the robust tracking and attribution features of CallRail, enhancing visibility into lead generation efforts.
  • Users value the effective call tracking of CallRail, enhancing their ability to attribute leads and optimize campaigns.
  • Users value the ease of use and comprehensive tracking of CallRail, ensuring effective monitoring and ROI clarity.
  • Users value the attribution accuracy of CallRail, gaining insights that drive effective marketing and lead generation.
Cons
  • Users find the lack of integrated AI voice agents and basic mobile app functionalities frustrating for their workflow.
  • Users note integration issues, wishing for better functionality and automated follow-ups within the CallRail system.
  • Users find the learning curve for CallRail's advanced features to be somewhat challenging and complex.
  • Users report call issues with AI Voice Assist, noting repeated questions and a need for improved customer service responsiveness.
  • Users often face number issues with CallRail, including limited call pools and costs for additional numbers.

What Are Recent G2 Reviews of CallRail?

What Are G2 Users Discussing About CallRail?

QEval

QEval is a contact center quality assurance platform that evaluates customer interactions across voice, chat, and email channels. The software combines manual quality monitoring workflows with AI powered speech analytics to score interactions, detect compliance violations, and analyze customer sentiment. The platform enables quality teams to build customizable evaluation scorecards, monitor agent performance in real time, and connect evaluation results directly to coaching assignments. Supervisors can track coaching completion, measure behavioral changes over time, and maintain libraries of reference interactions demonstrating effective techniques. QEval Speech, the analytics module, processes customer interactions to surface patterns in agent behavior, customer sentiment, and process adherence. The system flags compliance risks, identifies coaching opportunities, and generates automated quality scores. This reduces manual evaluation workload while expanding coverage beyond traditional sample based QA approaches. Reporting capabilities include pre built reports, customizable dashboards, and trend analysis tools. Dashboards display KPIs at organizational, campaign, team, and agent levels. Reports can be filtered by date range, scorecard category, or custom parameters. The platform integrates with existing telephony systems, CRMs, call recording platforms, and workforce management tools via API, SFTP, and cloud storage connections. This allows deployment within established technology stacks without requiring platform replacement. QEval supports compliance monitoring for regulated industries including healthcare, financial services, and telecommunications. Role based access controls and recording encryption address data security requirements. All interactions are logged and retained to support audit documentation. QEval is developed by Etech Global Services, a contact center services provider operating since 2003. The platform is available as cloud hosted SaaS with a 30 day free trial for qualified organizations.

Average Rating: 4.7/5.0

Total Reviews: 56

How Do G2 Users Rate QEval?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 10.0/10 (Category avg: 8.6/10)
  • Customer Scoring: 10.0/10 (Category avg: 8.5/10)
  • AI Text Summarization: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind QEval?

Who Uses This Product?

  • Who Uses This: Process Analyst
  • Top Industries: Consumer Services, Telecommunications
  • Company Size: 58% Medium, 26% Large

What Do G2 Reviewers Say About QEval?

AI-generated summary from verified user reviews

Pros
  • Users value the comprehensive analytics of QEval, providing essential insights and extensive reporting capabilities.
  • Users value the comprehensive auditing capabilities of QEval, providing extensive insights and report generation effortlessly.
  • Users value the excellent call quality of QEval, benefiting from comprehensive insights and easy report generation.
  • Users praise the excellent customer support and insightful reporting features available through QEval, making daily tasks easier.
  • Users find daily use convenient, with all necessary insights and extensive reporting available in one place.

What Are Recent G2 Reviews of QEval?

What Are G2 Users Discussing About QEval?

Claap

Claap is conversation intelligence for sales teams. It records your video calls, phone calls and in-person meetings (with or without a bot), syncs your emails, and turns every conversation into trusted data your AI agents can use to keep your CRM accurate, catch deal risks early and scale your playbook. Every conversation is transcribed, labeled and structured for retrieval, then opened to any AI agent through MCP (Model Context Protocol). From there, agents take over the rest: updating your CRM, drafting follow-up emails and sales decks, surfacing coaching insights and triggering workflows across your stack. Claap is part of the lemlist group and used by 10,000+ sales reps at companies including Revolut, Qonto, Skello, Figures and OpenClassrooms.

Average Rating: 4.6/5.0

Total Reviews: 487

How Do G2 Users Rate Claap?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 9.1/10 (Category avg: 8.6/10)
  • Customer Scoring: 9.2/10 (Category avg: 8.5/10)
  • AI Text Summarization: 9.1/10 (Category avg: 8.8/10)

Who Is the Company Behind Claap?

  • Seller: Claap
  • Year Founded: 2021
  • HQ Location: Hempstead, New York
  • LinkedIn® Page: www.linkedin.com
    49 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 46% Small, 39% Medium

What Do G2 Reviewers Say About Claap?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Claap, enabling quick setup and efficient collaboration without disrupting workflows.
  • Users appreciate the time-saving features of Claap, facilitating quick feedback and reducing unnecessary meetings.
  • Users love Claap for its AI-native, bot-free recording technology, enhancing async communication and collaboration efficiency.
  • Users love the easy recording feature of Claap, enhancing collaboration and saving time on unnecessary meetings.
  • Users appreciate the efficiency of Claap, enhancing collaboration and saving time in communication and feedback processes.
Cons
  • Users find the recording limitations of Claap challenging, especially with the 10-minute cap on the free plan.
  • Users experience slow performance with Claap, especially during video processing, leading to frustration and inefficiency.
  • Users experience slow loading times during video processing, which can lead to frustrating delays in workflow.
  • Users experience recording issues with Claap, including confusion over recording status and limitations in video handling.
  • Users experience frustrating delays in processing and uploads, impacting the overall efficiency of Claap.

What Are Recent G2 Reviews of Claap?

Aircall

Connect, Empower, and Grow with Aircall. We're not just a business phone system; we're an AI-powered platform for customer conversations. Aircall seamlessly integrates voice, SMS, WhatsApp, and social media channels into a single platform, with bi-directional syncing across 250+ essential business apps. Imagine your CRM and Helpdesk data flowing effortlessly into every customer interaction, empowering your team to deliver smarter, more personalized experiences. Trusted by over 22,000 businesses globally, Aircall's AI-powered platform supercharges sales and support. We automate the busywork—optimizing call routing, automating repetitive tasks—while simultaneously delivering actionable insights from across every customer interaction. As a result, your teams are free to focus on what truly matters: building and maintaining customer relationships. Aircall is where your tech stack unites and your teams excel. We transform customer interactions into strategic opportunities, fueling growth and turning conversations into satisfied customers. With Aircall, every connection counts.

Average Rating: 4.4/5.0

Total Reviews: 1,653

How Do G2 Users Rate Aircall?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 9.6/10 (Category avg: 8.6/10)
  • Customer Scoring: 5.0/10 (Category avg: 8.5/10)
  • AI Text Summarization: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Aircall?

  • Seller: Aircall
  • Company Website:
  • Year Founded: 2014
  • HQ Location: New York
  • LinkedIn® Page: www.linkedin.com
    872 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Sales Development Representative, CEO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Small, 40% Medium

What Do G2 Reviewers Say About Aircall?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Aircall, finding it user-friendly and seamlessly integrated into their workflow.
  • Users value the easy integration of Aircall, streamlining workflows and enhancing efficiency across multiple tools.
  • Users commend the intuitive dashboard and comprehensive analytics of Aircall, enhancing customer support and agent performance assessment.
  • Users find the call recording feature invaluable for maintaining accurate documentation and improving report quality.
  • Users praise Aircall's reliability, noting seamless performance and few server issues across various devices.
Cons
  • Users report connection issues with Aircall, including occasional delays and jumpy network, disrupting communication flow.
  • Users report call issues with Aircall, including occasional delays and weird sound quality during conversations.
  • Users face missing features with Aircall, including inadequate tracking and integration issues that hinder productivity.
  • Users report dialer issues with difficulty in setup and uneven call distribution, impacting their experience negatively.
  • Users report slow loading times with Aircall that disrupts communication flow and affects usability during calls.

What Are Recent G2 Reviews of Aircall?

What Are G2 Users Discussing About Aircall?

Otter.ai

Otter.ai is the leading AI Meeting Assistant that helps sales, marketing, product, finance, operations design, customer success, customer support and cross functional teams automatically record, transcribe, and summarize all their meetings, making it easy to recall action items and easily share key insights. Otter integrates with leading video conference platforms, including Zoom, Microsoft Teams, and Google Meet, to automatically join and generate meeting notes. Otter AI Chat is like having ChatGPT for your meetings, it allows meeting participants to ask Otter questions about the meeting, including “what did I miss”, or “write a follow-up email to all participants”. Otter offers iOS and Android Apps to make it easy to record and transcribe in-person meetings. Otter also allows users to import and transcribe pre-recorded audio and video files. Designed specifically for the workflow of sales teams, OtterPilot for Sales shortens sales cycles by capturing critical information in real-time and automating follow-up emails and sentiment analysis. OtterPilot for Sales integrates with Salesforce and Hubspot to help automate call reporting. Improve win rates by sharing best practices and coaching reps based on data-driven insights. Boost productivity and free up time by automating tedious tasks like note-taking and data entry so SDRs, Sale Reps, Account Executives, Customer Success Managers, Sales Leaders and CROs can focus all of their attention on the customer and closing more deals. Otter.ai has over 15 million registered users and has transcribed over a billion meetings. Otter was named a top AI App by The Wall Street Journal in June 2023.

Average Rating: 4.4/5.0

Total Reviews: 537

How Do G2 Users Rate Otter.ai?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 8.6/10 (Category avg: 8.6/10)
  • Customer Scoring: 7.7/10 (Category avg: 8.5/10)
  • AI Text Summarization: 8.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Otter.ai?

  • Seller: Otter.ai
  • Company Website:
  • HQ Location: Mountain View, California
  • LinkedIn® Page: www.linkedin.com
    298 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Founder
  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 70% Small, 21% Medium

What Do G2 Reviewers Say About Otter.ai?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Otter.ai, enjoying seamless integrations and simplified meeting management.
  • Users value the helpful summaries and action items from Otter.ai, enhancing meeting efficiency and information retention.
  • Users appreciate the accuracy of transcriptions in Otter.ai, enhancing meeting productivity and clarity with summaries and action items.
  • Users value the high-quality transcription features of Otter.ai, enhancing their meeting and medical appointment experiences.
  • Users appreciate the effective meeting support from Otter.ai, benefiting from automatic transcriptions and valuable summaries.
Cons
  • Users report recording issues with Otter.ai, including missed words and inconsistent speaker identification during meetings.
  • Users report accuracy issues with Otter.ai, especially with various regional and international accents affecting transcription quality.
  • Users experience AI inaccuracy with Otter.ai, particularly struggling with diverse accents and missing transcribed words.
  • Users find the inaccuracy in transcription problematic, especially with diverse accents and missed words during interactions.
  • Users find the missing features of Otter.ai, like limited integrations and basic support, to be disappointing.

What Are Recent G2 Reviews of Otter.ai?

What Are G2 Users Discussing About Otter.ai?

Jiminny

Jiminny is a conversation intelligence platform designed to help Revenue Leaders capture and analyze critical go-to-market insights across various communication channels, including video, voice, and email. This innovative solution automates the integration of these insights into customer relationship management (CRM) systems, enabling teams to make informed decisions that drive effective revenue growth. The platform is tailored for the entire Revenue Team, addressing the unique needs of each member. For Sales Representatives, Jiminny automates routine administrative tasks, allowing them to concentrate on selling and improving their performance. This automation streamlines workflows and enhances productivity, enabling sales professionals to close deals more efficiently. Managers benefit from Jiminny by gaining access to actionable insights that facilitate team development, fostering an environment of continuous improvement and confidence-building among team members. Executives can rely on Jiminny as a trustworthy source of data for making strategic, data-driven decisions. The platform transforms the CRM into a reliable launchpad for revenue growth, ensuring that leadership can easily track progress and identify areas for improvement. This comprehensive approach to go-to-market conversation intelligence empowers all levels of the organization to collaborate effectively towards achieving revenue goals. Key features of Jiminny include its ability to analyze conversations in real-time, providing instant feedback and insights that can be acted upon immediately. This feature allows teams to adapt their strategies on the fly, enhancing their responsiveness to market dynamics. Additionally, Jiminny boasts a fast onboarding process and a user-friendly interface, ensuring that teams can quickly acclimate to the platform and begin realizing its benefits without significant downtime. By leveraging Jiminny, organizations can sell smarter, grow faster, and ultimately win more deals. The platform not only enhances individual performance but also fosters a data-driven culture that supports sustained growth and success across the entire organization. Through its innovative features and comprehensive insights, Jiminny stands out as a valuable tool for any revenue-focused team looking to optimize their go-to-market strategies.

Average Rating: 4.6/5.0

Total Reviews: 1,034

How Do G2 Users Rate Jiminny?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 8.3/10 (Category avg: 8.6/10)
  • Customer Scoring: 8.2/10 (Category avg: 8.5/10)
  • AI Text Summarization: 8.5/10 (Category avg: 8.8/10)

Who Is the Company Behind Jiminny?

  • Seller: Jiminny
  • Company Website:
  • Year Founded: 2016
  • HQ Location: London, England
  • LinkedIn® Page: www.linkedin.com
    63 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Account Executive, Customer Success Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 63% Medium, 31% Small

What Do G2 Reviewers Say About Jiminny?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the helpful tools in Jiminny for managing remote meetings and improving call quality.
  • Users appreciate the user-friendly interface of Jiminny, which simplifies workflow and enhances productivity effectively.
  • Users value the seamless call recording of Jiminny, enhancing productivity and collaboration through effortless note-taking and reviews.
  • Users appreciate the seamless integration of Jiminny, enhancing their productivity and focus during calls effortlessly.
  • Users value the seamless call recording of Jiminny, enhancing focus during meetings and simplifying note-taking.
Cons
  • Users experience call issues with Jiminny, including integration difficulties, inaccurate transcripts, and search functionality challenges.
  • Users experience AI inaccuracy with Jiminny, noting occasional transcription errors that require careful review before use.
  • Users experience accuracy issues with Jiminny, requiring frequent manual corrections and facing irrelevant grading outcomes.
  • Users find the AI occasionally inaccurate, particularly with background noise, requiring manual checks for reliability.
  • Users find that the transcription accuracy can be poor, particularly with background noise and varying accents, affecting efficiency.

What Are Recent G2 Reviews of Jiminny?

What Are G2 Users Discussing About Jiminny?

Mindtickle

Mindtickle is the market-leading AI-powered revenue enablement platform that combines on-the-job learning and deal execution to drive behavior change and get more revenue per rep. Mindtickle is recognized as a market leader by top industry analysts and is ranked by G2 as the #1 sales onboarding and training product. With awards and accolades from the Stevie Awards, AI Breakthrough Awards, Forrester Wave, and more. Mindtickle is celebrated for both innovation and world-class customer support. Mindtickle is also recognized across: - Sales Enablement Software - AI Sales Role Play Software - Sales Coaching Software - Sales Performance Management Software - Conversation Intelligence Software - Digital Sales Rooms Software Unlike other vendors, Mindtickle delivers a single, integrated platform to grow revenue and retain customers by improving sales and support performance. With Mindtickle, you can: - Improve rep skills and performance with personalized training and AI-powered role-plays - Improve deal outcomes with tailored buying experiences - Level up frontline managers with data-driven coaching - Drive strategic change management with bite-sized learning, reinforcement, and actionable insights - Simplify revenue tech stacks with a single platform for seller performance For more information, visit www.mindtickle.com

Average Rating: 4.7/5.0

Total Reviews: 2,243

How Do G2 Users Rate Mindtickle?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.4/10)
  • Artificial Intelligence: 9.4/10 (Category avg: 8.6/10)
  • Customer Scoring: 9.3/10 (Category avg: 8.5/10)
  • AI Text Summarization: 8.5/10 (Category avg: 8.8/10)

Who Is the Company Behind Mindtickle?

  • Seller: MindTickle
  • Company Website:
  • Year Founded: 2012
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    673 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Account Executive, Therapy Manager
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 61% Large, 29% Medium

What Do G2 Reviewers Say About Mindtickle?

AI-generated summary from verified user reviews

Pros
  • Users find Mindtickle's platform to be easy to use, enhancing training and coaching for large teams effectively.
  • Users appreciate the intuitive platform of Mindtickle, facilitating seamless navigation and enhancing training and coaching experiences.
  • Users find the enhanced learning resources of Mindtickle invaluable for improving knowledge and leadership skills.
  • Users value the comprehensive training and coaching tools in Mindtickle, enhancing team readiness and performance.
  • Users value Mindtickle's comprehensive sales enablement features that empower teams and enhance skills effectively.
Cons
  • Users note a steep learning curve for Mindtickle, with navigation and setup requiring significant time and effort.
  • Users often experience slow loading times with Mindtickle, hindering productivity and affecting overall usability.
  • Users find admin issues in Mindtickle challenging, citing difficulties with user management and complex feature setups.
  • Users note the limitations in AI tools of Mindtickle, highlighting the need for enhanced features and analytics.
  • Users experience bug issues that can slow down their experience, especially with heavy content and big modules.

What Are Recent G2 Reviews of Mindtickle?

What Are G2 Users Discussing About Mindtickle?

Julie Jung
JJ
Researched and written by Julie Jung
Updated February 15, 2026

Conversation Intelligence Topics

Expand/Collapse

Learn More About Conversation Intelligence Software

Conversation Intelligence software buying insights at a glance

Conversation intelligence software enables organizations to capture, analyze, and operationalize customer conversations across sales, support, and customer success. As selling motions grow more complex, manual notes and anecdotal deal updates create inconsistency and blind spots. A dedicated conversation intelligence platform centralizes call data, surfaces insights, and applies consistent review standards, enabling execution to scale beyond individual representatives.

Based on the G2 reviews, companies most often adopt conversation intelligence tools to reduce manual documentation, improve coaching consistency, and gain clearer visibility into deal health. The overall sentiment is very strong, with an average rating of 4.72/5 and a 9.45/10 likelihood to recommend, indicating that conversation intelligence software is increasingly viewed as a core revenue workflow. Common use cases include searchable call libraries for onboarding and coaching, automated summaries and action items, and structured call reviews to identify risk and missed discovery.

Buyers evaluating conversational intelligence software tend to prioritize ease of use and workflow integration alongside governance. Reviews highlight that these tools are lightweight enough for daily adoption (ease of use averages 6.71/7), but deliver the most value when teams standardize how conversations are reviewed and acted on. Pricing is generally perceived as mid-market, with ROI tied to time savings, faster rep ramp, stronger coaching, and more consistent deal execution.

Top 5 FAQs from software buyers:

  • What features should I prioritize when evaluating conversation intelligence software?
  • How do conversation intelligence platforms integrate with CRM and video conferencing tools?
  • What kind of ROI do teams typically see from conversational intelligence software?
  • What are the key differences between leading Conversation Intelligence systems?
  • How long does it usually take to implement a conversation intelligence platform?

G2’s top-rated Conversation Intelligence software, based on verified G2 reviews, includes Fathom, Substrata, Gong, Salesforce Sales Cloud, and HubSpot Sales Hub. (Source 2)

What are the top-reviewed Conversation Intelligence on G2?

Below are the five most-reviewed products in your uploaded dataset:

Gong

  • Number of Reviews: 5,351
  • Satisfaction: 100
  • Market Score: 95
  • G2 score: 97

Salesforce Sales Cloud

  • Number of Reviews: 1,376
  • Satisfaction: 74
  • Market Score: 99
  • G2 score: 87

Fathom

  • Number of Reviews: 2,283
  • Satisfaction: 100
  • Market Score: 66
  • G2 score: 83

HubSpot Sales Hub

  • Number of Reviews: 1,030
  • Satisfaction: 58
  • Market Score: 91
  • G2 score: 75

Substrata

  • Number of Reviews: 402
  • Satisfaction: 98
  • Market Score: 50
  • G2 score: 74

Satisfaction reflects user-reported ratings across various factors, including ease of use, feature fit, and quality of support. (Source 2)

Market Presence scores are calculated based on review volume, third-party signals, and overall market visibility. (Source 2)

G2 Score is a weighted composite of Satisfaction and Market Presence. (Source 2)

Learn how G2 scores products. (Source 1)

What I Often See in Conversation Intelligence?

Feedback Pros: What Users Consistently Appreciate

  • Improved deal visibility and forecast accuracy for finance leaders
  • “Being in the role of Finance Director, I find sub-strata to be an extremely useful tool for my work as it enables me to assess deal communications, evaluate Risk Signals track Buyer Intent and to assist me with Forecasting, allowing me to complete these tasks more efficiently, effectively and with greater accuracy.” -  Robert T., Substrata Review
  • Exceptional accuracy and value, even across diverse accents
  • “I have used several other note-taking tools, but in my opinion, none of them come close to Fathom. What makes it even better is that it’s free, which I find incredible. The accuracy of the output it produces impressed me so much that I upgraded to the premium version without any hesitation. One of the standout features for me is that it works well with Indian accents, even when they are quite strong, something that other note-taking tools often struggle with.” - Jayanth S., Fathom Review
  • Searchable transcripts that highlight key moments for coaching and QA
  • “I find Gong incredibly valuable because it records my sales calls for later review, which is essential for referencing back to conversations and training purposes. This feature allows me to concentrate on actively listening and engaging in conversations with prospects without the distraction of taking detailed notes. I also love the ability to search for specific words and be taken to the exact moment in a conversation, dramatically decreasing the time it takes to act on items from a call. The integration with my company's SSO made logging in a seamless process, contributing to a smooth setup experience.” - Ellie S., Gong Review

Cons: Where Many Platforms Fall Short

  • High costs and a challenging onboarding experience
  • “Gong has high cost, and this includes the general platform fees, and other user licensing. The onboarding process is complex, with high adoption costs and struggles.” - Graziana C., Gong Review
  • Initial setup complexity, offset by strong long-term value
  • “At first, integrating Substrata into our existing systems required some of technical patience. The platform is feature rich, which is great, but it took a few sessions for my team to get fully comfortable. That I said, their support resources are strong, and once you’re familiar, it becomes an essential part of daily workflow.” - Justin F., Substrata Review
  • Limited organization and sharing controls for meeting records
  • “My main concern with Fathom is the inability to tap on items and organize them into folders. With the range of meetings we have, it can be challenging to locate what I need, especially if I haven't named something clearly. A folder feature would be extremely helpful for keeping things more organized. Additionally, it would be beneficial if there were an option to automatically share the meeting with participants, or at least make this feature available. Sometimes we hold impromptu meetings, and unless someone is specifically invited, they miss out on the feedback from the meeting.” - Aqeelah R., Fathom Review

My Expert Takeaway on Conversation Intelligence Software

Based on G2 reviews, conversation intelligence software delivers the most value when teams treat it as an operational discipline rather than a passive recording tool. High-performing organizations establish clear ownership over call review standards, coaching criteria, and data hygiene early in the rollout. This foundation helps teams move beyond basic transcription and consistently apply insights across sales, revenue, and customer-facing roles.

Teams that achieve the strongest outcomes with a conversation intelligence platform tend to strike a balance between automation and human oversight. While AI-generated summaries, highlights, and action items create meaningful time savings, reviewers consistently indicate that accuracy and context matter most in high-stakes moments. As a result, top teams implement structured review workflows, especially for late-stage deals, renewals, and regulated conversations, so insights are validated and acted on, not just captured.

For buyers evaluating Conversation Intelligence systems, a recurring theme across reviews of growth-stage and enterprise companies is the need to scale insights without adding friction. The most effective conversational intelligence software integrates tightly with CRM, enablement, and forecasting workflows, reducing manual handoffs and reinforcing consistent behaviors. In these environments, success depends less on feature depth alone and more on how seamlessly conversation data supports coaching, execution, and revenue predictability over time.

Conversation Intelligence Software FAQs

What is conversation intelligence software?

Conversation intelligence software records and transcribes calls (often sales meetings) and then analyzes them to surface insights, such as key topics, action items, and coaching moments. Teams use it to improve rep performance, standardize discovery, and reduce manual note-taking. In practice, it becomes a searchable call library that supports onboarding, deal review, and quality assurance, especially when integrated into CRM and enablement workflows.

What is an example of conversational intelligence?

A common example is automatically capturing a sales call, generating a transcript, highlighting objections, and summarizing next steps, then routing those outputs to the account record and the rep’s follow-up workflow. Managers can later search for specific topics (such as pricing, competitor mentions, or integration concerns) across calls to coach consistently. The “intelligence” comes from turning raw conversations into structured, reusable signals.

What are conversational AI platforms?

Conversational AI platforms are typically systems that let businesses build and run AI-driven conversations (like chatbots or voice agents) for customer support, lead qualification, or task completion. They focus on interacting with users in real time. Conversation intelligence tools, by contrast, focus on analyzing human-to-human conversations after (or during) meetings to improve coaching, documentation, and business outcomes.

What is the best conversational AI tool?

The best conversational AI tool depends on your job-to-be-done. For sales coaching and pipeline inspection, Gong and Chorus by ZoomInfo stand out for deal insights and CRM alignment. For lightweight note automation, Fireflies.ai and Avoma excel in speed and usability. In regulated environments, governance and data controls matter most. Always test 3-5 tools on real calls before making a commitment.

Sources

  1. G2 Scoring Methodologies
  2. G2 Winter 2026 Reports

Researched By: Julie Jung

Last updated on: January 9, 2026