Best Conversation Intelligence Software

How Many Conversation Intelligence Software Products Does G2 Track?

Total Products under this Category: 240

Category Stats (Sep 2026)

  • Average Rating: 4.63/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Heylee (+5.56%) - Among all products in this category, Heylee recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Conversation Intelligence Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 122,200+ Authentic Reviews
  • 240+ 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, HubSpot Sales Hub, Agentforce Sales (formerly Salesforce Sales Cloud), GTM Studio - Powered by ZoomInfo, Talkdesk, Substrata, and Nooks.

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=hubspot-sales-hub&focus%5B%5D=agentforce-sales-formerly-salesforce-sales-cloud&focus%5B%5D=gtm-studio-powered-by-zoominfo&focus%5B%5D=talkdesk&focus%5B%5D=substrata-substrata&focus%5B%5D=nooks)

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: 6,527

How Do G2 Users Rate Gong?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.5/10)
  • 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: 8.7/10)

Who Is the Company Behind Gong?

  • Seller: Gong
  • Company Website:
  • Year Founded: 2015
  • HQ Location: San Francisco, California
  • Twitter: @Gong_io
    7,641 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,963 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: 69% Medium, 18% Large

What Do G2 Reviewers Say About Gong?

AI-generated summary from verified user reviews

Pros
  • Users find Gong's AI capabilities invaluable for saving time and enhancing productivity through efficient communication insights.
  • Users value the ease of use of Gong, finding it intuitive for analyzing sales calls and opportunities.
  • Users appreciate the call recording and AI note-taking features of Gong, enhancing productivity and improving sales strategies.
  • Users appreciate the accuracy of Gong, noting its ability to maintain call control and summarize discussions effectively.
  • Users appreciate the intuitive AI-driven insights of Gong, which significantly enhance sales efficiency and pipeline management.
Cons
  • Users experience call tracking issues with Gong, noting difficulties in accessing and locating previous calls.
  • Users report recording issues with Gong, including missed connections and difficulties in retrieving past calls.
  • Users find the AI inaccuracy frustrating, impacting efficiency and the relevance of insights provided by Gong.
  • Users note the limitations of AI functionality, which can affect accuracy and real-time integration in Gong.
  • Users note the missing features in Gong, particularly the lack of real-time AI coaching and limited search filters.

What Are Recent G2 Reviews of Gong?

What Are G2 Users Discussing About Gong?

Fathom

Fathom is the #1-rated AI meeting partner that captures what matters and turns every conversation into clear, actionable outcomes. It surfaces decisions, makes every meeting searchable, and syncs insights directly into CRM and productivity tools – eliminating manual work. Named to G2’s 2026 Best Software Awards Top 100, and recognized by HubSpot as its 2025 Most Used App of the Year, Fathom is trusted by hundreds of thousands of companies worldwide to help individuals stay focused, teams stay aligned, and organizations move faster.

Average Rating: 5.0/5.0

Total Reviews: 7,006

How Do G2 Users Rate Fathom?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.5/10)
  • Artificial Intelligence: 9.3/10 (Category avg: 8.6/10)
  • Customer Scoring: 8.5/10 (Category avg: 8.5/10)
  • AI Text Summarization: 9.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Fathom?

  • Seller: Fathom
  • Company Website:
  • Year Founded: 2020
  • HQ Location: San Francisco, CA
  • Twitter: @fathomdotai
    2,469 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    183 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 incredible accuracy in note-taking, enhancing engagement and efficiency during meetings.
  • Users love the simple setup and seamless integration of Fathom across various meeting platforms, enhancing productivity.
  • Users appreciate the helpfulness of Fathom, enabling productive meetings with automatic note-taking and efficient task assignments.
  • Users appreciate the ease of use of Fathom, enjoying its intuitive interface and efficient navigation for productivity.
  • Users value the accuracy and efficiency of Fathom's note-taking, enhancing focus during meetings and facilitating recaps.
Cons
  • Users face challenges with meeting report accuracy, along with limitations on advanced features in the free version.
  • Users experience recording issues with Fathom, including inaccurate transcripts and unnecessary constant recording.
  • Users face call attribution issues that hinder reporting and tracking of important call details during unscheduled meetings.
  • Users express frustration with constant recording limitations that affect meeting setup and participation flexibility.
  • Users express concerns about joining issues with Fathom, wishing for more seamless integration during meetings.

What Are Recent G2 Reviews of Fathom?

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: 13,330

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How Do G2 Users Rate HubSpot Sales Hub?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.5/10)
  • 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: 8.7/10)

Who Is the Company Behind HubSpot Sales Hub?

  • Seller: HubSpot
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Cambridge, Massachusetts, United States
  • Twitter: @HubSpot
    784,270 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    17,628 employees on LinkedIn®

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 value the intuitive ease of use of HubSpot Sales Hub, appreciating its streamlined organization and integrations.
  • Users appreciate the customizability and user-friendly interface of HubSpot Sales Hub, enhancing their sales management experience.
  • Users value the comprehensive visibility of HubSpot Sales Hub for managing sales efforts and forecasting effectively.
  • Users value the excellent lead management provided by HubSpot Sales Hub, enhancing organization and efficiency significantly.
  • Users value the intuitive interface of HubSpot Sales Hub, which simplifies navigation and enhances productivity.
Cons
  • Users find missing features in HubSpot Sales Hub, including limited lead creation and incomplete mobile app functionality.
  • Users find the limited features of HubSpot Sales Hub, like dashboard limitations and mobile app functionality, frustrating.
  • Users face a large learning curve, finding the system confusing without extensive training on contacts versus leads.
  • Users find HubSpot Sales Hub to be expensive, especially as costs increase and bugs persist affecting usage.
  • Users find HubSpot Sales Hub significantly limited in customization, hindering efficient outreach and task management.

What Are Recent G2 Reviews of HubSpot Sales Hub?

What Are G2 Users Discussing About HubSpot Sales Hub?

Agentforce Sales (formerly 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: 24,702

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How Do G2 Users Rate Agentforce Sales (formerly Salesforce Sales Cloud)?

  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 9.5/10)
  • 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: 8.7/10)

Who Is the Company Behind Agentforce Sales (formerly Salesforce Sales Cloud)?

  • Seller: Salesforce
  • Company Website:
  • Year Founded: 1999
  • HQ Location: San Francisco, CA
  • Twitter: @salesforce
    579,511 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    89,711 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Account Executive, Account Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 46% Medium, 34% Large

What Do G2 Reviewers Say About Agentforce Sales (formerly Salesforce Sales Cloud)?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use in Agentforce Sales invaluable for managing customer data and improving productivity.
  • Users value the straightforward flow and comprehensive visibility of Agentforce Sales, enhancing team collaboration and insight.
  • Users value the 360-degree view of customer information, enhancing lead follow-up and closing processes efficiently.
  • Users value the centralized customer data of Salesforce Sales Cloud, enhancing insights and streamlining sales workflows efficiently.
  • Users appreciate the seamless integration capabilities of Agentforce Sales, enhancing workflow and connecting with internal systems effortlessly.
Cons
  • Users find the steep learning curve daunting, struggling with complex setups and mobile UX challenges.
  • Users find limitations in package options and struggle with navigation and security complexities in Agentforce Sales.
  • Users find the complexity of Agentforce Sales to be overwhelming, especially with deep configurations and numerous options.
  • Users find the product expensive and suggest improving cost-effectiveness for better business adaptability.
  • Users find the limited features of Agentforce Sales require time and expertise for effective customization and reporting.

What Are Recent G2 Reviews of Agentforce Sales (formerly Salesforce Sales Cloud)?

What Are G2 Users Discussing About Agentforce Sales (formerly Salesforce Sales Cloud)?

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: 3,395

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: 9.5/10)
  • 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: 8.7/10)

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

  • Seller: ZoomInfo
  • Company Website:
  • Year Founded: 2000
  • HQ Location: Vancouver, WA
  • Twitter: @ZoomInfo
    23,515 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9,779 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • 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 reliable B2B contact data of GTM Studio, enhancing targeted prospect lists and campaign efficiency.
  • Users value the accuracy of data and intent signals in GTM Studio, enhancing their lead generation and targeting efforts.
  • Users find GTM Studio's ease of use exceptional, streamlining lead enrichment with straightforward features and intuitive navigation.
  • Users value the reliable and accurate B2B contact data from GTM Studio, enhancing campaign effectiveness and targeting precision.
  • Users value the high-quality data from GTM Studio - Powered by ZoomInfo for efficient, targeted outreach campaigns.
Cons
  • Users find the pricing high, making it less accessible for smaller teams with limited budgets.
  • Users find that data inaccuracy affects reliability, with outdated information and missing data for niche roles.
  • Users note that the pricing is high for small teams, making it less accessible for budget-conscious businesses.
  • Users find the learning curve steep, feeling overwhelmed initially due to the platform's complexity and range of features.
  • Users find the platform's complexity overwhelming initially, requiring training and processes for effective use.

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

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

Talkdesk

Talkdesk® is leading a new era in customer experience with Customer Experience Automation (CXA)—a new category and platform designed to automate the full complexity of modern customer journeys. CXA replaces fragmented, human-coordinated workflows with autonomous, multi-agent AI orchestration that delivers intelligent, scalable, and outcome-focused service across the entire CX lifecycle. Learn more at: https://www.talkdesk.com/use-cases/ At the core of CXA is the Talkdesk Data Cloud, which turns transcripts, call recordings, case notes, and customer records from across CRMs and systems of record into real-time, actionable knowledge. This enables AI agents to operate with full context, collaborating seamlessly to resolve complex customer problems with speed, precision, and adaptability. Talkdesk CXA supports both cross-industry workflows and industry-specialized use cases in sectors like healthcare, financial services, retail, utilities, travel, and government. With prebuilt AI agents, a virtuous automation cycle (Discover, Build, Orchestrate, Measure), and rapid time-to-value, Talkdesk helps enterprises modernize customer experience without the need for a full rip-and-replace. Trusted by global brands and recognized for continuous innovation, Talkdesk empowers organizations to grow revenue, reduce costs, and transform service delivery through coordinated, AI-driven automation. Companies that love their customers use Talkdesk. 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: 2,507

How Do G2 Users Rate Talkdesk?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.5/10)
  • Customer Scoring: 10.0/10 (Category avg: 8.5/10)
  • AI Text Summarization: 9.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Talkdesk?

  • Seller: Talkdesk
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Palo Alto, CA
  • Twitter: @talkdesk
    6,959 Twitter followers
  • 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 user-friendly interface of Talkdesk, enhancing their ability to review conversations and manage calls effectively.
  • Users appreciate the enhanced efficiency of Talkdesk, benefiting from streamlined communication and robust reporting tools.
  • Users appreciate the all-in-one communication platform of Talkdesk, enabling efficient customer assistance across various channels.
  • Users appreciate the seamless call management in Talkdesk, enhancing efficiency and minimizing manual errors during customer interactions.
  • Users value the seamless CRM integration of Talkdesk, enhancing productivity with automated features and strong customer support.
Cons
  • Users experience call issues with Talkdesk, citing audio problems, dropped calls, and unclear error responses.
  • Users experience technical issues with Talkdesk, including dropped calls, glitches, and manual callback settings interruptions.
  • Users express frustration over missing features in Talkdesk, including spellcheck and flexible scheduling options during calls.
  • Users face notification issues with Talkdesk, as unexpected offline status changes disrupt their experience without alerts.
  • Users often face connection issues with Talkdesk, causing frustrating delays and requiring frequent application restarts.

What Are Recent G2 Reviews of Talkdesk?

What Are G2 Users Discussing About Talkdesk?

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: 1,118

How Do G2 Users Rate Substrata?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.5/10)
  • 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: 8.7/10)

Who Is the Company Behind Substrata?

  • Seller: Substrata
  • Company Website:
  • Year Founded: 2020
  • HQ Location: Tel Aviv, Israel
  • Twitter: @SubstrataHQ
    517 Twitter followers
  • 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 high accuracy of Substrata's insights, enhancing their understanding of clients and improving negotiations.
  • Users value the sophisticated emotional insights of Substrata, enhancing communication and understanding in high-stakes environments.
  • Users appreciate the insightful analysis of Substrata, enhancing understanding of tone and emotions in conversations.
  • Users value Substrata for its actionable insights that enhance communication effectiveness and decision-making confidence.
  • Users value the time-saving features of Substrata, enhancing decision-making efficiency and improving communication effectiveness.
Cons
  • Users face a steep learning curve with Substrata, requiring time and effort to master advanced features.
  • Users find the limited customization options restrict their ability to tailor insights for specific needs and perspectives.
  • Users find the complexity in setup and navigation challenging, hindering their ability to effectively use Substrata.
  • Users find the time-consuming setup and analysis process of Substrata to be a notable challenge.
  • Users find the dashboard overwhelming initially, struggling with complexity and a lack of intuitive features.

What Are Recent G2 Reviews of Substrata?

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: 1,695

How Do G2 Users Rate Nooks?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.5/10)
  • 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: 8.7/10)

Who Is the Company Behind Nooks?

  • Seller: Nooks
  • Company Website:
  • HQ Location: San Francisco, California
  • Twitter: @JoinNooks
    390 Twitter followers
  • 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, 25% Small

What Do G2 Reviewers Say About Nooks?

AI-generated summary from verified user reviews

Pros
  • Users find that Nooks offers a significant time-saving advantage, enhancing efficiency and streamlining workflows.
  • Users highlight the ease of use of Nooks, praising its beginner-friendly interface and effortless navigation.
  • Users value the efficiency of Nooks, enhancing call volume and productivity while fostering teamwork among remote sales teams.
  • Users value the efficient parallel dialing and seamless collaboration features of Nooks, significantly enhancing productivity and communication.
  • Users highlight the efficient lead generation capabilities of Nooks, enabling numerous successful calls in less time.
Cons
  • Users face call issues with Nooks, including glitches and difficulties managing the call preparation process.
  • Users report dialer issues in Nooks, such as incomplete info transfer and call connectivity problems.
  • Users note the missing features in Nooks, such as limited sorting options and inadequate filtering capabilities.
  • Users find the dialer limitations frustrating, as wrong numbers often go undetected, affecting connect rates.
  • Users experience connection issues with Nooks, often resulting in delays when reaching prospects during calls.

What Are Recent G2 Reviews of Nooks?

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: 1,746

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How Do G2 Users Rate CallRail?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.5/10)
  • Artificial Intelligence: 8.1/10 (Category avg: 8.6/10)
  • Customer Scoring: 8.3/10 (Category avg: 8.5/10)
  • AI Text Summarization: 7.7/10 (Category avg: 8.7/10)

Who Is the Company Behind CallRail?

  • Seller: CallRail
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Atlanta, GA
  • Twitter: @CallRail
    6,067 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    359 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner, CEO
  • Top Industries: Marketing and Advertising, Real Estate
  • Company Size: 73% Small, 22% Medium

What Do G2 Reviewers Say About CallRail?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of CallRail, facilitating smooth call management and effective tracking of marketing efforts.
  • Users value the ease of use and powerful tracking features of CallRail, enhancing lead management and marketing insights.
  • Users value the powerful call tracking capabilities of CallRail, providing clear insights into effective marketing campaigns.
  • Users find the insightful tracking capabilities of CallRail essential for understanding their call campaigns effectively.
  • Users appreciate the call recording features of CallRail, enabling effective communication and easy access to important calls.
Cons
  • Users note the missing features in CallRail, like advanced automations and better voice assistance, affecting usability.
  • Users report integration issues with third-party apps and CRM systems, causing challenges in setup and functionality.
  • Users face frequent call issues with CallRail, particularly in forwarding calls and CRM integration challenges.
  • Users note that CallRail can be expensive, especially with pricing adding up quickly and costs similar to alternatives.
  • Users find the learning curve steep, especially for bulk management and navigating the platform efficiently.

What Are Recent G2 Reviews of CallRail?

What Are G2 Users Discussing About CallRail?

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: 2,240

How Do G2 Users Rate Mindtickle?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.5/10)
  • 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: 8.7/10)

Who Is the Company Behind Mindtickle?

  • Seller: MindTickle
  • Company Website:
  • Year Founded: 2012
  • HQ Location: San Francisco, California
  • Twitter: @mindtickle
    5,772 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    675 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 highlight the straightforward and easy-to-use interface of Mindtickle, making training efficient and effective.
  • Users appreciate the interactive teaching strategies of MindTickle, enhancing sales empowerment and understanding of complex concepts.
  • Users appreciate the intuitive design of Mindtickle, enabling easy navigation and smooth knowledge acquisition remotely.
  • Users value the effective knowledge improvement through interactive training, modern videos, and empowering sales methodologies of Mindtickle.
  • Users highly value Mindtickle's interactive teaching strategies and high-quality content, enhancing their sales training experience significantly.
Cons
  • Users find the missing live features of Mindtickle limit its user-friendliness and lead to navigation challenges.
  • Users experience slow loading times in Mindtickle, which hampers productivity, especially for sales and marketing tasks.
  • Users note the limited features of Mindtickle hinder seamless integration with management tools and LMSs.
  • Users experience slow performance with Mindtickle, as loading times hinder productivity, especially with heavy content.
  • Users struggle with the learning curve on Mindtickle, finding interruptions and navigation issues frustrating during training.

What Are Recent G2 Reviews of Mindtickle?

What Are G2 Users Discussing About Mindtickle?

Claap

Claap records every sales conversation and automatically structures it into rich, labeled data - speakers, objections, pain points, next steps, and more. That structured context becomes the fuel for AI agents to take over the rest: updating your CRM, drafting follow-up emails and sales decks, surfacing coaching insights, and triggering workflows across your stack. Claap delivers agent-ready conversation intelligence: pre-labeled, structured for retrieval, and open to any AI agent via MCP (Model Context Protocol). Video calls, phone calls, all captured in one platform without bots or friction. On average, sales reps save 30 minutes after each meeting with workflow automations, and revenue leaders increase their win rate up to 30% with deal insights and AI-assisted coaching. Claap is part of the lemlist group, and trusted by 1,000+ companies including Revolut, Qonto, 360Learning, Figures, and OpenClassrooms.

Average Rating: 4.6/5.0

Total Reviews: 475

How Do G2 Users Rate Claap?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.5/10)
  • Artificial Intelligence: 9.1/10 (Category avg: 8.6/10)
  • Customer Scoring: 9.2/10 (Category avg: 8.5/10)
  • AI Text Summarization: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Claap?

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

Who Uses This Product?

  • Who Uses This: Software Engineer, Manager
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Small, 38% Medium

What Do G2 Reviewers Say About Claap?

AI-generated summary from verified user reviews

Pros
  • Users value the effortless usability of Claap, allowing easy recording and sharing of videos without complications.
  • Users value Claap for its time-saving capabilities, enabling efficient communication and reducing unnecessary meetings.
  • Users appreciate the easy recording feature of Claap, enabling seamless communication and efficient collaboration without constant meetings.
  • Users appreciate the simplicity and reliability of Claap, enhancing communication and saving time with easy integration.
  • Users enjoy the efficiency of Claap, streamlining communication and automating tasks for a seamless workflow.
Cons
  • Users frequently experience slow performance with Claap, affecting video upload times and overall usability.
  • Users frequently experience slow loading times for videos and interface, which hampers their overall experience with Claap.
  • Users note recording limitations with processing delays and speaker identification issues, impacting efficiency in summary sharing.
  • Users often experience delays in video uploads and processing, impacting efficiency during longer recordings.
  • Users face recording issues with Claap, including slow processing times and glitches in integrations, impacting usability.

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: 1,618

How Do G2 Users Rate Aircall?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.5/10)
  • 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: 8.7/10)

Who Is the Company Behind Aircall?

  • Seller: Aircall
  • Company Website:
  • Year Founded: 2014
  • HQ Location: New York
  • Twitter: @aircall
    4,964 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    849 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 find Aircall's ease of use essential for effective communication and seamless workflow integration.
  • Users find Aircall's easy integration with CRM and helpdesk tools enhances communication efficiency and workflow management.
  • Users commend Aircall for its reliability and seamless integration, making customer support efficient and straightforward.
  • Users find Aircall's intuitive design exceptional, facilitating easy setup and enhancing communication for all team members.
  • Users value Aircall for its automatic call recording, enhancing record-keeping and improving communication efficiency.
Cons
  • Users often face connection issues with Aircall, including low call quality and frequent disconnections during calls.
  • Users often face call issues with Aircall, including uneven call distribution and connection problems affecting communication.
  • Users report dialer issues with Aircall, including imbalanced call distribution and glitches affecting call reception and tagging.
  • Users indicate that Aircall lacks text handling and individual voicemail features, impacting communication efficiency and usability.
  • Users experience occasional slow loading issues with Aircall, particularly when syncing call logs and real-time updates.

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: 499

How Do G2 Users Rate Otter.ai?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.5/10)
  • 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: 8.7/10)

Who Is the Company Behind Otter.ai?

  • Seller: Otter.ai
  • Company Website:
  • HQ Location: Mountain View, California
  • Twitter: @otter_ai
    17,074 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    298 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO, Account Executive
  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 70% Small, 20% 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, finding it simple to transcribe and summarize conversations.
  • Users appreciate the helpfulness of Otter.ai, streamlining note-taking and enhancing meeting summaries for easy reference.
  • Users appreciate the high accuracy of Otter.ai's transcripts, ensuring reliable and precise speech-to-text conversions.
  • Users find Otter.ai's efficient transcription invaluable for summarizing meetings and accurately capturing speaker discussions.
  • Users value the effective meeting organization by Otter.ai, relishing easy access to notes and key action points.
Cons
  • Users often face recording issues with Otter.ai, leading to confusion and manual recording requirements for accuracy.
  • Users experience accuracy issues with heavy accents, background noise, and overlapping speech, affecting transcription quality.
  • Users experience accuracy issues with Otter.ai, especially with accents, background noise, and multiple speakers.
  • Users report AI inaccuracy in transcriptions with accents, simultaneous speakers, and challenging terminology impacting their experience.
  • Users find that Otter.ai has missing features in post-meeting summaries and speaker identification, affecting usability and efficiency.

What Are Recent G2 Reviews of Otter.ai?

What Are G2 Users Discussing About Otter.ai?

Balto

Balto is the AI workforce for the contact center. Balto delivers a complete contact center solution in a single license, uniting best-in-class Agent Assist, QA, Compliance, Coaching, Notes, and Insights in one cohesive platform. The result is value at every level of the organization: agents perform better, QA teams eliminate manual reviews, supervisors can coach at scale, and executive leaders gain clear visibility into conversation-driven business trends. Top-performing contact centers rely on Balto to protect revenue, reduce compliance risk, and improve customer experiences. To date, Balto has guided 500M+ conversations, supports 300+ customers, and leads our G2 category with 500+ five-star reviews. Products Include: - Real-Time Guidance (Agent Assist): Balto automatically provides agents with resources in real-time. - Quality Assurance: Balto automatically scores interactions. - Compliance: Balto automatically flags compliance issues. - Coaching: Balto automatically surfaces and delivers coaching recommendations. - Notes: Balto automatically summarizes conversations. - Insights: Balto automatically extracts insights from conversation data.

Average Rating: 4.8/5.0

Total Reviews: 584

How Do G2 Users Rate Balto?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.5/10)
  • Artificial Intelligence: 9.4/10 (Category avg: 8.6/10)
  • Customer Scoring: 9.5/10 (Category avg: 8.5/10)
  • AI Text Summarization: 9.4/10 (Category avg: 8.7/10)

Who Is the Company Behind Balto?

  • Seller: Balto
  • Company Website:
  • Year Founded: 2017
  • HQ Location: St Louis, US
  • Twitter: @balto_ai
    243 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    166 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Medicare Sales Representative, MSR
  • Top Industries: Insurance, Consumer Services
  • Company Size: 48% Medium, 24% Large

What Do G2 Reviewers Say About Balto?

AI-generated summary from verified user reviews

Pros
  • Users find Balto easy to use, enabling them to improve performance and access information effortlessly.
  • Users find Balto incredibly helpful, significantly saving time with instant note generation and call prompts.
  • Users praise Balto for its accuracy, providing reliable support that enhances performance during calls and transactions.
  • Users value the accurate call summaries provided by Balto, enhancing their call experience with detailed insights.
  • Users appreciate the immediate support and guidance from Balto, enhancing user confidence and efficiency in communications.
Cons
  • Users struggle with call issues in Balto, including bugs, recording errors, and difficulties in accessing previous notes.
  • Users experience accuracy issues with Balto, noting it can be vague and sometimes misinterpret conversations.
  • Users find Balto's suggestions sometimes vague and inaccurate, requiring precise wording for improved effectiveness.
  • Users express frustration over the missing features of Balto, particularly with dynamic prompts and data loss issues.
  • Users face pop-up issues with Balto, finding suggestions obstructive and distracting during important conversations.

What Are Recent G2 Reviews of Balto?

What Are G2 Users Discussing About Balto?

Salesloft

Salesloft is the revenue orchestration platform that closes the gap between what revenue teams know and what they do next. Powered by agentic AI, Salesloft's Predictive Revenue System connects live signals from buyer engagement, conversations, deals, and forecast data, turning intelligence into clear, prioritized action. Trusted by more than 4,000 organizations including Adobe, 3M, IBM, and Zoom, Salesloft helps revenue teams move from guesswork to confidence, quarter after quarter.

Average Rating: 4.5/5.0

Total Reviews: 4,161

How Do G2 Users Rate Salesloft?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.5/10)
  • Artificial Intelligence: 8.2/10 (Category avg: 8.6/10)
  • Customer Scoring: 8.2/10 (Category avg: 8.5/10)
  • AI Text Summarization: 7.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Salesloft?

  • Seller: Salesloft
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Atlanta, GA
  • Twitter: @Salesloft
    18,437 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,098 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Account Executive, Sales Development Representative
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 56% Medium, 23% Small

What Do G2 Reviewers Say About Salesloft?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use in Salesloft invaluable for efficient contact management and outreach.
  • Users appreciate the powerful automation features of Salesloft, greatly enhancing their sales engagement and productivity.
  • Users find Salesloft's helpful functionalities in call tracking and customizable cadences instrumental for efficient contact management.
  • Users value the seamless automation features in Salesloft, making call tracking and email campaigns effortless.
  • Users value the time-saving features of Salesloft, enhancing efficiency in managing outreach and prospecting activities.
Cons
  • Users find missing features like domain rotation and improved text formatting hinder their email effectiveness in Salesloft.
  • Users face call issues with Salesloft, experiencing difficulties with app alignment and support consistency during usage.
  • Users often face integration issues with Salesloft, particularly with platforms like HubSpot, affecting overall effectiveness.
  • Users note the limited features compared to competitors, impacting their overall experience and efficiency with Salesloft.
  • Users face a steep learning curve with Salesloft, making it challenging for newcomers to navigate effectively.

What Are Recent G2 Reviews of Salesloft?

What Are G2 Users Discussing About Salesloft?

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

Conversation Intelligence Topics

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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