# Best Conversation Intelligence Software

## How Many Conversation Intelligence Software Products Does G2 Track?

**Total Products under this Category:** 207

### Category Stats (Jul 2026)

- **Average Rating:** 4.63/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Copilot for Sales (+0.84%) - Among all products in this category, Copilot for Sales recorded the largest rating increase compared to last month

_Last updated: July 25, 2026_

## How Does G2 Rank Conversation Intelligence Software Products?

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

- 30 Analysts and Data Experts
- 121,300+ Authentic Reviews
- 207+ 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](https://www.g2.com/categories/conversation-intelligence/grids.png?focus%5B%5D=24724&focus%5B%5D=156120&focus%5B%5D=6227&focus%5B%5D=506&focus%5B%5D=135441&focus%5B%5D=1333617&focus%5B%5D=5511&focus%5B%5D=3326)

Highlighted products: Gong, Fathom, HubSpot Sales Hub, Agentforce Sales (formerly Salesforce Sales Cloud), GTM Studio - Powered by ZoomInfo, Substrata, Talkdesk, and CallRail.

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=substrata-substrata&focus%5B%5D=talkdesk&focus%5B%5D=callrail)

**Sponsored**

### 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.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=paid_promo&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1567&secure%5Bchosen_at%5D=2026-07-27T20%3A48%3A14Z&secure%5Bmedium%5D=sponsored&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=3326&secure%5Bresource_id%5D=1567&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fconversation-intelligence&secure%5Btoken%5D=ad64348e30b823d3035d57684459e7c21a6a6567d323d9b43d75fe6a3628efc8&secure%5Burl%5D=https%3A%2F%2Fwww.callrail.com%2Fbenefits%2F&secure%5Burl_type%5D=paid_promos)

### [Gong](https://www.g2.com/products/gong/reviews)

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:** 6,504

#### 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: 8.4/10)
- **AI Text Summarization:** 8.8/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Gong?

- **Seller:** [Gong](https://www.g2.com/sellers/gong)
- **Company Website:** https://www.gong.io
- **Year Founded:** 2015
- **HQ Location:** San Francisco, California
- **Twitter:** @Gong\_io (7,641 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/10454372/ (2,605 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 **time-saving insights** invaluable, enhancing visibility into conversations and simplifying reviews and coaching sessions.
- Users find Gong's **ease of use** invaluable for quickly accessing and analyzing sales call insights.
- Users love the **call recording feature** of Gong, praising its ease of use and AI-driven insights for coaching.
- Users value the **transcription accuracy** of Gong, enabling actionable insights and effective coaching for improved team performance.
- Users appreciate Gong's **intuitive AI tools** , which elevate sales efficiency and provide vital insights effortlessly.

##### Cons

- Users experience **call access delays** that hinder quick follow-ups and make searching past recordings challenging.
- Users experience **recording issues** with Gong, including mistakes in audio translation and trouble locating past calls.
- Users find the **AI inaccuracy** frustrating, impacting efficiency and the relevance of insights provided by Gong.
- Users find the **AI limitations** frustrating, particularly in accuracy and lack of real-time analysis and integration.
- Users are frustrated by the **missing features** , particularly with limited search functionality and action item suggestions.

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

**["Actionable Conversation Insights That Keep Teams Aligned."](https://www.g2.com/survey_responses/gong-review-12837945)**

**Rating:** 5.0/5.0 stars

_— Connor H._

[Read full review](https://www.g2.com/survey_responses/gong-review-12837945)

**["Brilliant AI, Extremely Intuitive Platform"](https://www.g2.com/survey_responses/gong-review-12892641)**

**Rating:** 5.0/5.0 stars

_— Lilian S._

[Read full review](https://www.g2.com/survey_responses/gong-review-12892641)

### [Fathom](https://www.g2.com/products/fathom-video/reviews)

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:** 6,943

#### 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: 8.4/10)
- **AI Text Summarization:** 9.5/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Fathom?

- **Seller:** [Fathom](https://www.g2.com/sellers/fathom)
- **Company Website:** https://www.fathom.ai/
- **Year Founded:** 2020
- **HQ Location:** San Francisco, CA
- **Twitter:** @fathomdotai (2,469 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/fathom-video (184 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 streamlining meeting recaps.
- Users enjoy the **delightfully simple setup** of Fathom, enhancing their meeting experience across various platforms effortlessly.
- Users value Fathom for its **helpful automatic note-taking** and efficient task management during meetings, enhancing productivity.
- Users find Fathom's **ease of use** exceptional, enhancing productivity with its intuitive interface and seamless navigation.
- Users value the **accurate and efficient note-taking** of Fathom, enhancing focus during meetings and streamlining communication.

##### Cons

- Users face challenges with **meeting report accuracy** and find some features limited to paid subscriptions.
- Users experience **recording issues** with Fathom, including inaccuracies and unnecessary automatic recordings during meetings.
- Users face **call attribution issues** during ad hoc meetings, complicating reporting and future call tracking.
- Users face **recording limitations** with Fathom, inadvertently capturing meetings they don't wish to record.
- Users experience **joining issues** with Fathom, needing to manually add it to meetings instead of automatic participation.

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

**["Precise Transcripts, Clickable Summaries, and Powerful Call Insights"](https://www.g2.com/survey_responses/fathom-review-13144954)**

**Rating:** 5.0/5.0 stars

_— Soledad T._

[Read full review](https://www.g2.com/survey_responses/fathom-review-13144954)

**["Stay Present in Zoom Meetings with Fathom’s Reliable Notes and Recaps"](https://www.g2.com/survey_responses/fathom-review-13133298)**

**Rating:** 4.5/5.0 stars

_— Braden S._

[Read full review](https://www.g2.com/survey_responses/fathom-review-13133298)

### [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)

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:** 24,676

#### 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: 8.4/10)
- **AI Text Summarization:** 8.3/10 (Category avg: 8.7/10)

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

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** https://www.salesforce.com/
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce (579,511 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (83,223 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 commend the **ease of use** of Agentforce Sales, appreciating seamless access to all customer information in one location.
- Users value the **feature-rich platform** of Agentforce Sales, enhancing seller efficiency and customer engagement.
- Users value the **powerful lead management** features of Agentforce Sales, enhancing customer experience and team collaboration.
- Users value the **extensive customization options** of Agentforce Sales, tailoring it to fit unique business needs effortlessly.
- Users value the **extensive customizability** of Agentforce Sales, allowing tailored solutions for unique business needs.

##### Cons

- Users find the **learning curve steep** , as configuration is time-consuming and report creation can be confusing.
- Users find **customization limitations** and complexity frustrating, especially for smaller teams with simpler needs.
- Users find the **missing features** in Agentforce Sales hinder their ability to manage complex issues easily.
- Users find the **limited features** of Agentforce Sales require time and expertise for effective customization and reporting.
- Users find the **pricing model expensive** , which can be prohibitive for smaller companies and those with limited budgets.

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

**["Agentforce Sales Delivers Clear Lead Visibility and Smoother Marketing-to-Sales Handoff"](https://www.g2.com/survey_responses/agentforce-sales-formerly-salesforce-sales-cloud-review-13164950)**

**Rating:** 4.0/5.0 stars

_— Akshara G._

[Read full review](https://www.g2.com/survey_responses/agentforce-sales-formerly-salesforce-sales-cloud-review-13164950)

**["Scalable CRM for Modern Enterprise Sales Teams"](https://www.g2.com/survey_responses/agentforce-sales-formerly-salesforce-sales-cloud-review-13141005)**

**Rating:** 5.0/5.0 stars

_— 岡本 健太 O._

[Read full review](https://www.g2.com/survey_responses/agentforce-sales-formerly-salesforce-sales-cloud-review-13141005)

### [HubSpot Sales Hub](https://www.g2.com/products/hubspot-sales-hub/reviews)

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:** 13,276

#### 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: 8.4/10)
- **AI Text Summarization:** 7.6/10 (Category avg: 8.7/10)

#### Who Is the Company Behind HubSpot Sales Hub?

- **Seller:** [HubSpot](https://www.g2.com/sellers/hubspot)
- **Company Website:** https://hubspot.com
- **Year Founded:** 2006
- **HQ Location:** Cambridge, Massachusetts, United States
- **Twitter:** @HubSpot (784,270 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/68529/ (12,158 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:** 60% Small, 35% Medium

#### What Do G2 Reviewers Say About HubSpot Sales Hub?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **intuitive interface** of HubSpot Sales Hub, simplifying their workflow with effective tools and integrations.
- Users appreciate the **customizability and user-friendly interface** of HubSpot Sales Hub, enhancing their sales processes significantly.
- Users appreciate the **comprehensive visibility** of HubSpot Sales Hub, significantly enhancing their sales management and decision-making.
- Users value the **centralized lead management** features of HubSpot Sales Hub, enhancing organization and efficiency in sales processes.
- Users value the **intuitive interface** of HubSpot Sales Hub, allowing teams to easily navigate and enhance productivity.

##### Cons

- Users find the **missing features** of HubSpot Sales Hub, like limited functionality and tagging issues, frustrating.
- Users find the **limited features** of HubSpot Sales Hub restrict their experience, especially regarding the dashboard and mobile app.
- Users face a **large learning curve** with HubSpot Sales Hub, finding integrations complicated and training necessary for clarity.
- Users find the **cost increasingly burdensome** amidst ongoing technical issues and frustrating platform limitations.
- Users find HubSpot Sales Hub has **limited customization** , causing frustration with bulk actions and workflow flexibility.

#### What Are Recent G2 Reviews of HubSpot Sales Hub?

**["Highly Customisable, but Easy to Underutilise Without Training"](https://www.g2.com/survey_responses/hubspot-sales-hub-review-13127671)**

**Rating:** 4.5/5.0 stars

_— Samuel M._

[Read full review](https://www.g2.com/survey_responses/hubspot-sales-hub-review-13127671)

**["Excellent CRM for sales teams"](https://www.g2.com/survey_responses/hubspot-sales-hub-review-13120963)**

**Rating:** 5.0/5.0 stars

_— Miguel P._

[Read full review](https://www.g2.com/survey_responses/hubspot-sales-hub-review-13120963)

### [GTM Studio - Powered by ZoomInfo](https://www.g2.com/products/gtm-studio-powered-by-zoominfo/reviews)

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: 8.4/10)
- **AI Text Summarization:** 8.7/10 (Category avg: 8.7/10)

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

- **Seller:** [ZoomInfo](https://www.g2.com/sellers/zoominfo-26a9872a-d61e-4832-ab53-5e972b230706)
- **Company Website:** https://www.zoominfo.com/
- **Year Founded:** 2000
- **HQ Location:** Vancouver, WA
- **Twitter:** @ZoomInfo (23,515 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/zoominfo/ (4,221 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 **accurate B2B contact data** and intuitive filtering options, enhancing targeted prospecting and campaign efficiency.
- Users appreciate the **accuracy of data and intent signals** , enhancing their lead generation and targeting efforts effectively.
- Users find **GTM Studio easy to use** , enhancing lead enrichment with simple segmentation and sorting options.
- Users value the **reliable and accurate B2B contact data** from GTM Studio, enhancing campaign targeting and efficiency.
- Users value the **reliable and accurate B2B contact data** offered by GTM Studio, enhancing their targeting and campaign efficiency.

##### Cons

- Many users find the **pricing too high** for small teams, making it less accessible for their needs.
- Users experience **data inaccuracy** , with outdated information and missing data for niche roles affecting reliability.
- Users note that the **high pricing** may not be suitable for smaller teams with limited budgets.
- Users find the **learning curve steep** initially due to the platform's complexity and extensive features.
- Users find the **complex interface** of GTM Studio challenging initially, requiring training to navigate effectively.

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

**["Amazing Platform That Helps Marketers Bridge the Gap with your Audience"](https://www.g2.com/survey_responses/gtm-studio-powered-by-zoominfo-review-9742370)**

**Rating:** 5.0/5.0 stars

_— Verified User in Hospital & Health Care_

[Read full review](https://www.g2.com/survey_responses/gtm-studio-powered-by-zoominfo-review-9742370)

**["Account Exectuive"](https://www.g2.com/survey_responses/gtm-studio-powered-by-zoominfo-review-9414756)**

**Rating:** 5.0/5.0 stars

_— Alex P._

[Read full review](https://www.g2.com/survey_responses/gtm-studio-powered-by-zoominfo-review-9414756)

### [Substrata](https://www.g2.com/products/substrata-substrata/reviews)

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:** 1,096

#### How Do G2 Users Rate Substrata?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 9.6/10 (Category avg: 8.6/10)
- **Customer Scoring:** 9.6/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 9.6/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Substrata?

- **Seller:** [Substrata](https://www.g2.com/sellers/substrata-221a11cc-8331-453c-b030-2fd1cd2f19ea)
- **Company Website:** https://www.substrata.me/
- **Year Founded:** 2020
- **HQ Location:** Tel Aviv, Israel
- **Twitter:** @SubstrataHQ (517 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/substrata-company/ (33 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 **accuracy** of Substrata in enhancing communication clarity and strategic messaging for stakeholders.
- Users find Substrata **invaluable for project management** , enhancing communication, coordination, and decision-making efficiency in solar projects.
- Users highly value the **clarified and actionable communication** enabled by Substrata's advanced tools for effective outreach.
- Users value the **strategic communication enhancement** from Substrata, empowering them to engage clients effectively with tailored messages.
- Users value the **time-saving capabilities** of Substrata, enabling efficient prospect tracking and streamlined outreach efforts.

##### Cons

- Users find the **initial learning curve** of Substrata challenging, needing time to master its features and insights.
- Users desire more **customization options** for improved usability, especially for C-level executives managing diverse metrics.
- Users find the **initial setup and complex interface** of Substrata overwhelming, impacting the overall user experience.
- Users find the **time-consuming setup** and analysis process of Substrata challenging, creating hurdles in quick data access.
- Users find the **dashboard overwhelming** initially, needing time to learn and customize advanced features effectively.

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

**["Caught a silent deal-breaker using Q for Email and SoundWave"](https://www.g2.com/survey_responses/substrata-review-13135490)**

**Rating:** 5.0/5.0 stars

_— Chetan H._

[Read full review](https://www.g2.com/survey_responses/substrata-review-13135490)

**["The best way to coach reps on maintaining control in multi-party meetings"](https://www.g2.com/survey_responses/substrata-review-13141232)**

**Rating:** 5.0/5.0 stars

_— Malene S._

[Read full review](https://www.g2.com/survey_responses/substrata-review-13141232)

### [Talkdesk](https://www.g2.com/products/talkdesk/reviews)

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:** 2,453

#### 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: 8.4/10)
- **AI Text Summarization:** 9.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Talkdesk?

- **Seller:** [Talkdesk](https://www.g2.com/sellers/talkdesk)
- **Company Website:** https://www.talkdesk.com
- **Year Founded:** 2011
- **HQ Location:** Palo Alto, CA
- **Twitter:** @talkdesk (6,959 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2837787/ (1,391 employees on LinkedIn®)

#### Who Uses This Product?

- **Who Uses This:** Supervisor, Customer Service Representative
- **Top Industries:** Consumer Services, Computer Software
- **Company Size:** 61% Medium, 20% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Talkdesk, enabling efficient tracking of calls and enhancing overall productivity.
- Users appreciate the **efficiency** of Talkdesk, enabling smooth communication across platforms and improved customer service operations.
- Users appreciate the **comprehensive features** of Talkdesk, enabling efficient workflows and enhancing customer interactions.
- Users appreciate the **easy CRM integration** of Talkdesk, enhancing efficiency and communication for customer support teams.
- Users praise Talkdesk for its **exceptional customer support** and seamless integration that enhances team efficiency.

##### Cons

- Users often face **call issues** with Talkdesk, including poor audio quality and dropped calls during conversations.
- Users often face **technical issues** with Talkdesk, including dropped calls and system glitches requiring frequent restarts.
- Users find the **missing features** in Talkdesk frustrating, hindering efficiency and workflow during calls and ticket management.
- Users experience **notification issues** with Talkdesk, leading to unexpected offline status changes and frustrating technical problems.
- Users often face **connection issues** with Talkdesk, causing frustrating delays and requiring frequent application restarts.

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

**["TalkDesk Shines with Smart Ticket Categorization and Seamless Zendesk Integration"](https://www.g2.com/survey_responses/talkdesk-review-13075196)**

**Rating:** 4.0/5.0 stars

_— Lukas B._

[Read full review](https://www.g2.com/survey_responses/talkdesk-review-13075196)

**["Talkdesk Makes Multichannel Customer Conversations Easy and Organized"](https://www.g2.com/survey_responses/talkdesk-review-13077590)**

**Rating:** 5.0/5.0 stars

_— Bri V._

[Read full review](https://www.g2.com/survey_responses/talkdesk-review-13077590)

### [CallRail](https://www.g2.com/products/callrail/reviews)

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:** 1,736

#### 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: 8.4/10)
- **AI Text Summarization:** 7.7/10 (Category avg: 8.7/10)

#### Who Is the Company Behind CallRail?

- **Seller:** [CallRail](https://www.g2.com/sellers/callrail)
- **Company Website:** https://www.callrail.com
- **Year Founded:** 2011
- **HQ Location:** Atlanta, GA
- **Twitter:** @CallRail (6,067 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2567008/ (353 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, which simplifies call management and improves tracking efficiency.
- Users appreciate the **ease of use and effective tracking features** of CallRail, enhancing call management and campaign visibility.
- Users value the **detailed call tracking** capabilities of CallRail, providing clear insights into effective marketing campaigns.
- Users love the **insightful tracking capabilities** of CallRail, enabling clear campaign analysis and improved marketing strategies.
- Users value the **attribution accuracy** of CallRail, which effectively links calls to specific marketing efforts for better insights.

##### Cons

- Users find the lack of **group text messaging and outbound call recording** frustrating and limiting for their needs.
- Users experience **integration issues** with CallRail, particularly with niche CRMs and patient management software connections.
- Users find the **learning curve steep** due to unclear navigation and insufficient support for less common features.
- Users experience **call issues** with delays in call reflections and unhelpful customer support during integration challenges.
- Users often face **number issues** , including spam calls and concerns about billing based on call minutes.

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

**["Voice Assist Is a Game Changer—Clean UI, Smooth Integrations, Solid Performance"](https://www.g2.com/survey_responses/callrail-review-12646622)**

**Rating:** 4.5/5.0 stars

_— Manind G._

[Read full review](https://www.g2.com/survey_responses/callrail-review-12646622)

**["CallRail Makes Media Tracking and AI Automation Easy"](https://www.g2.com/survey_responses/callrail-review-13124220)**

**Rating:** 4.0/5.0 stars

_— Michael S._

[Read full review](https://www.g2.com/survey_responses/callrail-review-13124220)

### [Nooks](https://www.g2.com/products/nooks/reviews)

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:** 1,638

#### 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: 8.4/10)
- **AI Text Summarization:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Nooks?

- **Seller:** [Nooks](https://www.g2.com/sellers/nooks)
- **Company Website:** https://www.nooks.ai/
- **HQ Location:** San Francisco, California
- **Twitter:** @JoinNooks (390 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/nooksapp (390 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 **time-saving** features, enhancing efficiency and allowing for more calls in less time.
- Users find Nooks to be exceptionally **easy to use** , with a beginner-friendly interface and intuitive navigation.
- Users find Nooks enables **exceptional efficiency** with faster dialing and intuitive features that enhance productivity.
- Users love the **efficient parallel dialing** feature of Nooks, boosting their call volume and enhancing conversations.
- Users value the **efficient lead generation** capabilities of Nooks, enhancing productivity and enabling targeted outreach effectively.

##### Cons

- Users face frequent **call issues** with Nooks, including slow connections and frustrating glitches during calls.
- Users face **dialer issues** with incorrect numbers being dialed and challenges in connecting with intended contacts.
- Users find the **missing features** in Nooks limiting, particularly lacking sorting options and multi-tab operation.
- Users face **dialer limitations** with Nooks, including issues with task triggers and double calls to prospects.
- Users report **connection issues** with Nooks, including delays and drops during calls, impacting communication quality.

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

**["Nooks Delivers Huge ROI with Seamless CRM Integrations and Rockstar Onboarding"](https://www.g2.com/survey_responses/nooks-review-13144456)**

**Rating:** 5.0/5.0 stars

_— Kevin C._

[Read full review](https://www.g2.com/survey_responses/nooks-review-13144456)

**["Significant Boost in Connect Rates with Seamless CRM"](https://www.g2.com/survey_responses/nooks-review-13124572)**

**Rating:** 5.0/5.0 stars

_— Laura N._

[Read full review](https://www.g2.com/survey_responses/nooks-review-13124572)

### [Mindtickle](https://www.g2.com/products/mindtickle/reviews)

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:** 2,238

#### 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: 8.4/10)
- **AI Text Summarization:** 8.5/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Mindtickle?

- **Seller:** [MindTickle](https://www.g2.com/sellers/mindtickle)
- **Company Website:** https://www.mindtickle.com
- **Year Founded:** 2012
- **HQ Location:** San Francisco, California
- **Twitter:** @mindtickle (5,772 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2337411/ (685 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 to be **straightforward and easy to use** , enhancing their training experience effectively.
- Users commend Mindtickle for its **interactive teaching strategies** , enhancing engagement and understanding in sales training.
- Users appreciate the **intuitive nature** of Mindtickle, finding it straightforward and easy to use for effective learning.
- Users value the **interactive learning strategies** of Mindtickle, enhancing understanding and retention of complex sales concepts.
- Users commend Mindtickle for its **interactive teaching strategies** and high-quality content that enhances sales training effectiveness.

##### Cons

- Users find the **missing live listening feature** limits functionality and complicates the overall user experience on Mindtickle.
- Users experience **slow loading times** in Asset Hub and Digital Sales Rooms, hindering productivity in critical activities.
- Users find Mindtickle's **limited features** hinder integration with other tools, affecting usability and overall satisfaction.
- Users experience **slow performance** with Mindtickle, particularly during heavy content use, impacting productivity and user experience.
- Users often face a **steep learning curve** with Mindtickle due to interruptions and unclear course navigation.

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

**["Smooth, Easy-to-Manage Sales Training with Mindtickle"](https://www.g2.com/survey_responses/mindtickle-review-12908229)**

**Rating:** 5.0/5.0 stars

_— Ravindran G._

[Read full review](https://www.g2.com/survey_responses/mindtickle-review-12908229)

**["Mindtickle enhances sales performance through ongoing learning opportunities"](https://www.g2.com/survey_responses/mindtickle-review-12946564)**

**Rating:** 5.0/5.0 stars

_— Wolf S._

[Read full review](https://www.g2.com/survey_responses/mindtickle-review-12946564)

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

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:** 498

#### 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: 8.4/10)
- **AI Text Summarization:** 8.7/10 (Category avg: 8.7/10)

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

- **Seller:** [Otter.ai](https://www.g2.com/sellers/otter-ai)
- **Company Website:** https://otter.ai/
- **HQ Location:** Mountain View, California
- **Twitter:** @otter\_ai (17,074 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/35593855/ (282 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, enabling seamless transcription and effective summarization of discussions.
- Users appreciate the **helpfulness** of Otter.ai for effortless note-taking and easy access to meeting summaries.
- Users value the **high accuracy** of Otter.ai, appreciating its 95% accurate transcripts and speaker recognition capabilities.
- Users appreciate the **quick and accurate transcription** provided by Otter.ai, enhancing productivity and collaboration in meetings.
- Users value the **organized meeting summaries** of Otter.ai that enhance clarity and accessibility of key points.

##### Cons

- Users face **recording issues** with agent participation confusion and occasional transcription failures, leading to manual recordings instead.
- Users experience **accuracy issues** with Otter.ai, especially with accents, background noise, and overlapping conversations.
- Users report **inaccuracy issues** with Otter.ai, especially with quick speech, heavy accents, and multiple speakers.
- Users encounter **AI inaccuracy** with Otter.ai, especially with accents, background noise, and multiple speakers, affecting transcript quality.
- Users note **missing features** in Otter.ai, especially regarding post-meeting summaries and speaker identification reliability.

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

**["Effortless Meeting Notes with Searchable Transcripts and Action Items"](https://www.g2.com/survey_responses/otter-ai-review-13040224)**

**Rating:** 5.0/5.0 stars

_— Muzammil M._

[Read full review](https://www.g2.com/survey_responses/otter-ai-review-13040224)

**["A Great Time-Saving Tool for Automated Meeting Notes and Summaries with Otter.ai"](https://www.g2.com/survey_responses/otter-ai-review-13136196)**

**Rating:** 5.0/5.0 stars

_— Kayreal P._

[Read full review](https://www.g2.com/survey_responses/otter-ai-review-13136196)

### [Aircall](https://www.g2.com/products/aircall/reviews)

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:** 1,598

#### How Do G2 Users Rate Aircall?

- **Has the product been a good partner in doing business?:** 8.2/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 9.6/10 (Category avg: 8.6/10)
- **Customer Scoring:** 5.0/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Aircall?

- **Seller:** [Aircall](https://www.g2.com/sellers/aircall)
- **Company Website:** https://www.aircall.io
- **Year Founded:** 2014
- **HQ Location:** New York
- **Twitter:** @aircall (4,964 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/5013970/ (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 to be **easy to use** , allowing seamless communication and efficient workflow management without issues.
- Users commend the **easy integration** of Aircall with CRM and helpdesk platforms, enhancing communication and workflow efficiency.
- Users value the **reliability** of Aircall, praising its ease of use and excellent call quality for support communications.
- Users find Aircall's **intuitive setup** and user-friendly interface essential for efficient communication and operations.
- Users appreciate the **automatic call recording and transcription** features of Aircall, enhancing record-keeping and workflow efficiency.

##### Cons

- Users often experience **connection issues** with Aircall, affecting call quality and requiring frequent app restarts.
- Users report **call issues** with Aircall, including uneven distribution and connection problems that disrupt communication.
- Users often face **dialer issues** with Aircall, affecting call distribution, connectivity, and user experience.
- Users note the **lack of text handling and extension features** in Aircall, impacting their overall experience.
- Users notice the **slow loading** of Aircall, particularly with syncing call logs and mobile app performance.

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

**["Aircall: Powerful Cloud Phone System with Excellent Support"](https://www.g2.com/survey_responses/aircall-review-13051826)**

**Rating:** 5.0/5.0 stars

_— mark.reed@abaxhealth.com R._

[Read full review](https://www.g2.com/survey_responses/aircall-review-13051826)

**["Efficiency and Speed in Telemarketing with Aircall"](https://www.g2.com/survey_responses/aircall-review-13123038)**

**Rating:** 5.0/5.0 stars

_— Marie R._

[Read full review](https://www.g2.com/survey_responses/aircall-review-13123038)

### [Claap](https://www.g2.com/products/claap/reviews)

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:** 439

#### 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:** 9.1/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 9.1/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Claap?

- **Seller:** [Claap](https://www.g2.com/sellers/claap)
- **Year Founded:** 2021
- **HQ Location:** Hempstead, New York
- **Twitter:** @claap\_io (335 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/claap-io/ (52 employees on LinkedIn®)

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, Manager
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 45% Small, 38% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Claap's **effortless usability** enhances communication and streamlines tasks with intuitive features and a clean interface.
- Users find Claap's **time-saving features** invaluable for efficient communication and reducing unnecessary meetings.
- Users highlight the **effortless recording** experience with Claap, enabling seamless communication and quick video updates.
- Users find Claap to be **intuitive and efficient** , seamlessly integrating video updates and collaboration into their workflow.
- Users appreciate the **efficiency** of Claap, enabling smooth communication and reducing time spent on meetings.

##### Cons

- Users face **slow performance** , experiencing delays in video processing and interface lagging during use, affecting usability.
- Users often face **slow loading times** that hinder their ability to quickly access videos and meeting notes.
- Users experience **processing limitations** with longer meetings, affecting the speed of sharing insights immediately after calls.
- Users often face **recording issues** like slow processing and glitches that hinder the overall experience with Claap.
- Users often face **delays** in video processing and uploads, impacting their overall experience with Claap.

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

**["Great tool for asynchronous team communication"](https://www.g2.com/survey_responses/claap-review-12975710)**

**Rating:** 4.0/5.0 stars

_— Prem K._

[Read full review](https://www.g2.com/survey_responses/claap-review-12975710)

**["Transforms Meeting Data into Valuable Insights"](https://www.g2.com/survey_responses/claap-review-11936149)**

**Rating:** 4.0/5.0 stars

_— Pavithra L._

[Read full review](https://www.g2.com/survey_responses/claap-review-11936149)

### [Balto](https://www.g2.com/products/balto/reviews)

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:** 578

#### 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: 8.4/10)
- **AI Text Summarization:** 9.4/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Balto?

- **Seller:** [Balto](https://www.g2.com/sellers/balto)
- **Company Website:** https://www.balto.ai/
- **Year Founded:** 2017
- **HQ Location:** St Louis, US
- **Twitter:** @balto\_ai (243 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/16265721/ (163 employees on LinkedIn®)

#### Who Uses This Product?

- **Who Uses This:** Medicare Sales Representative, MSR
- **Top Industries:** Insurance, Consumer Services
- **Company Size:** 48% Medium, 25% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find Balto to be **easy to use** , enhancing their performance and providing seamless access to notes and calls.
- Users find Balto's **time-saving features** invaluable, streamlining calls and enhancing customer interactions effortlessly.
- Users praise Balto for its **accuracy** , providing reliable support that enhances performance during calls and transactions.
- Users admire the **call recording feature** of Balto for its accuracy and detailed summaries of each call.
- Users rave about Balto's **immediate support and guidance** , enhancing efficiency and boosting confidence during client interactions.

##### Cons

- Users face **call issues** with Balto, including bugs, app timeouts, and difficulties retrieving past call notes.
- Users experience **accuracy issues** with Balto, finding it vague and sometimes not responsive to their input.
- Users find Balto's suggestions to be **inaccurate and sometimes vague** , which hampers effective communication during calls.
- Users are frustrated by the **missing features** in Balto, including disappearing prompts and data loss on connection issues.
- Users often experience **pop-up issues** with Balto, finding them obstructive and distracting during calls, impacting workflow.

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

**["Balto Keeps Calls Confident, Compliant, and Natural with Real-Time Coaching"](https://www.g2.com/survey_responses/balto-review-12794530)**

**Rating:** 5.0/5.0 stars

_— Schantera M._

[Read full review](https://www.g2.com/survey_responses/balto-review-12794530)

**["The Pros and Cons of using Balto."](https://www.g2.com/survey_responses/balto-review-9832751)**

**Rating:** 4.0/5.0 stars

_— Eric M._

[Read full review](https://www.g2.com/survey_responses/balto-review-9832751)

### [Salesloft](https://www.g2.com/products/salesloft/reviews)

Clari + Salesloft is a category-transforming AI company architecting the future of revenue. By building the world’s first Predictive Revenue System, we help organizations move beyond fragmented applications and systems of record to a model that continuously drives and adapts revenue execution. Our platform captures deal data signals, and uses tailor-built AI to create the right context and drive action across sales teams. Instead of disconnected insights and siloed workflows, sales teams operate with shared understanding, faster decisions, and execution that stays aligned to the business. Trusted by thousands of enterprises including Adobe, 3M, IBM, and Zoom, Clari + Salesloft powers the forecast, surfaces pipeline risk, and drives proactive execution—returning thousands of hours to the field and enabling predictable, scalable growth.

**Average Rating:** 4.5/5.0

**Total Reviews:** 4,153

#### 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: 8.4/10)
- **AI Text Summarization:** 7.7/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Salesloft?

- **Seller:** [Salesloft](https://www.g2.com/sellers/salesloft)
- **Company Website:** https://salesloft.com
- **Year Founded:** 2011
- **HQ Location:** Atlanta, GA
- **Twitter:** @Salesloft (18,437 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2296178/ (1,097 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 appreciate the **ease of use** of Salesloft, enhancing their daily selling experience with a simple, organized interface.
- Users value the **seamless integration** with Salesforce, enhancing outreach efficiency and organization across teams.
- Users appreciate the **email tracking features** for easily measuring open rates and managing tasks efficiently.
- Users appreciate the **easy tracking** features of Salesloft, enhancing their efficiency in managing outreach campaigns.
- Users find Salesloft **extremely helpful** in managing pipelines and measuring engagement through open rates and templates.

##### Cons

- Users experience **call issues** with Salesloft, finding the app misaligned during calls and support inconsistent.
- Users experience **integration issues** with Salesloft, particularly with HubSpot and other platforms, affecting efficiency.
- Users find the **learning curve steep** , making initial use of Salesloft challenging and somewhat overwhelming.
- Users highlight the **limited features** of Salesloft, expressing a desire for enhanced integrations and customization options.
- Users feel Salesloft is missing **key features** like an auto-dialer and domain rotation, hindering productivity and email deliverability.

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

**["Easy-to-Use Cadences and Automation That Boost SDR Efficiency"](https://www.g2.com/survey_responses/salesloft-review-12625459)**

**Rating:** 4.5/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/salesloft-review-12625459)

**["Boosts Sales Execution with Structured Cadences and CRM-Integrated Insights"](https://www.g2.com/survey_responses/salesloft-review-12628860)**

**Rating:** 4.0/5.0 stars

_— Harrison P._

[Read full review](https://www.g2.com/survey_responses/salesloft-review-12628860)

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- [AI Sales Roleplay Tools](/categories/ai-sales-roleplay-tools)
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- [Email Tracking](/categories/email-tracking)
- [Lead-to-Account Matching and Routing](/categories/lead-to-account-matching-and-routing)

- [Outbound Call Tracking](/categories/outbound-call-tracking)
- [Sales Coaching](/categories/sales-coaching)
- [Sales Enablement](/categories/sales-enablement)
- [Sales Engagement](/categories/sales-engagement)

- [Salesforce CRM Document Generation](/categories/salesforce-crm-document-generation)
- [Sales Performance Management](/categories/sales-performance-management)
- [Sales Planning](/categories/sales-planning)
- [Sales Training and Onboarding](/categories/sales-training-and-onboarding)

[Browse Conversation Intelligence Themes](/categories/conversation-intelligence/themes)

 ![Julie Jung](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Julie Jung")
JJ

Researched and written by [Julie Jung](https://research.g2.com/insights/author/julie-jung)

Updated February 15, 2026

Conversation intelligence software records, transcribes, and analyzes sales conversations across calls, video meetings, and other customer touchpoints. By analyzing real sales conversations using artificial intelligence (AI) and natural language processing (NLP), conversation intelligence software can identify keywords and topics so users can quickly jump to those points in the recording rather than listening to the entire call.

Conversation intelligence software analyzes insights from sales conversations to identify buyer intent, deal risks, competitor mentions, and coaching opportunities, allowing leaders to extract and review these insights to turn real conversation data into actionable guidance. By transcribing and analyzing sales calls, conversation intelligence software helps sales teams understand potential buyers, improve sales rep effectiveness, ensure compliance, and drive sales efforts.

In addition to calls, many of these platforms can also analyze insights from emails and text messages to identify key signals, customer sentiment, and engagement trends. Conversation intelligence platforms often integrate with [customer relationship management (CRM) software](https://www.g2.com/categories/crm) to enable seamless data sharing and workflow automation for capturing, logging, and tracking sales conversations.

Conversation intelligence software differs from [AI note-taking software](https://www.g2.com/categories/ai-note-taking-software), which captures, transcribes, organizes, and summarizes information from meetings. Conversation intelligence software goes further by analyzing recorded conversations to identify patterns, trends, and actionable insights that help revenue teams improve performance and decision-making.

[Sales coaching software](https://www.g2.com/categories/sales-coaching) is a related software product that generally offers conversation intelligence capabilities. However, it focuses less on analyzing the transcription and text of a call and more on the language, cadence, and technique of the sales representative. Additionally, sales coaching software provides separate features that allow sales representatives to view and organize sales deals in the pipeline easily.

To qualify for inclusion in the Conversation Intelligence category, a product must:

- Automatically capture and transcribe sales calls into text and data that can be searched, analyzed, and shared across teams
- Analyze human-to-human interactions from calls and meetings to surface meaningful insights such as key topics, themes, customer intent, or interaction patterns
- Generate conversation summaries and actionable insights to help identify important moments, next steps, or performance improvement opportunities
- Deliver analytics and reporting on call-level conversation metrics such as call duration, trends, and customer interaction

Top Tools at a Glance

| 

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Revenue intelligence with deal-pattern coaching

 | 

User Review

"Actionable Conversation Insights That Keep Teams Aligned."

 |
| 

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AI meeting summaries with frictionless capture

 | 

User Review

"Precise Transcripts, Clickable Summaries, and Powerful Call Insights"

 |
| 

 | 

Conversation intelligence inside CRM workflows

 | 

User Review

"Agentforce Sales Delivers Clear Lead Visibility and Smoother Marketing-to-Sales Handoff"

 |
| 

 | 

Conversation logging tied to native CRM

 | 

User Review

"Excellent CRM for sales teams"

 |
| 

 | 

Behavioral signal analysis for deal dynamics

 | 

User Review

"Caught a silent deal-breaker using Q for Email and SoundWave"

 |
| 

 | 

Contact-center CXA with conversation intelligence

 | 

User Review

"TalkDesk Shines with Smart Ticket Categorization and Seamless Zendesk Integration"

 |
| 

 | 

Agent workspace for intelligent outbound

 | 

User Review

"Nooks Delivers Huge ROI with Seamless CRM Integrations and Rockstar Onboarding"

 |

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Show More

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## How Do You Choose the Right Conversation Intelligence Software?

### What You Should Know About Conversation Intelligence Software

### Conversation Intelligence software buying insights at a glance

[Conversation intelligence software](https://www.g2.com/categories/conversation-intelligence) 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](https://www.g2.com/products/fathom-video/reviews), [Substrata](https://www.g2.com/products/substrata-substrata/reviews), [Gong](https://www.g2.com/products/gong/reviews), [Salesforce Sales Cloud](https://www.g2.com/products/salesforce-salesforce-sales-cloud/reviews), and [HubSpot Sales Hub](https://www.g2.com/products/hubspot-sales-hub/reviews). ([Source 2](https://www.g2.com/reports))

### What are the top-reviewed Conversation Intelligence on G2?

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

[Gong](https://www.g2.com/products/gong/reviews)

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

[**Salesforce Sales Cloud**](https://www.g2.com/products/salesforce-salesforce-sales-cloud/reviews)

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

[Fathom](https://www.g2.com/products/fathom-video/reviews)

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

[HubSpot Sales Hub](https://www.g2.com/products/hubspot-sales-hub/reviews)

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

[Substrata](https://www.g2.com/products/substrata-substrata/reviews)

- 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](https://www.g2.com/reports))

Market Presence scores are calculated based on review volume, third-party signals, and overall market visibility. ([Source 2](https://www.g2.com/reports))

G2 Score is a weighted composite of Satisfaction and Market Presence. ([Source 2](https://www.g2.com/reports))

Learn how G2 scores products. ([Source 1](https://documentation.g2.com/docs/research-scoring-methodologies?_gl=1*5vlk6s*_gcl_au*MTAwMzU5MzUxLjE3NjM0MTg0NzYuNjY0NTIxMTY0LjE3NjQ2MTc0NzcuMTc2NDYxNzQ3Nw..*_ga*NzY1MDU0NjE3LjE3NjM0NzQ3ODM.*_ga_MFZ5NDXZ5F*czE3NjYwODk1MTMkbzY3JGcxJHQxNzY2MDkyMjQyJGo1NyRsMCRoMA..))

### 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._](https://www.g2.com/products/substrata-substrata/reviews/substrata-review-12105185)_, 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._](https://www.g2.com/products/fathom-video/reviews/fathom-review-12169452)_, 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._](https://www.g2.com/products/gong/reviews/gong-review-11980050)_, 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._](https://www.g2.com/products/gong/reviews/gong-review-12126874)_, 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._](https://www.g2.com/products/substrata-substrata/reviews/substrata-review-11244441)_, 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._](https://www.g2.com/products/fathom-video/reviews/fathom-review-11911540)_, 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](https://www.g2.com/categories/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](https://www.g2.com/products/gong/reviews) and [Chorus by ZoomInfo](https://www.g2.com/products/chorus-by-zoominfo/reviews) stand out for deal insights and CRM alignment. For lightweight note automation, [Fireflies.ai](https://www.g2.com/products/fireflies-ai/reviews) and [Avoma](https://www.g2.com/products/avoma/reviews) 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](https://documentation.g2.com/docs/research-scoring-methodologies?_gl=1*5ky9es*_gcl_au*MTY2NDg2MDY3Ny4xNzU1MDQxMDU4*_ga*MTMwMTMzNzE1MS4xNzQ5MjMyMzg1*_ga_MFZ5NDXZ5F*czE3NTUwOTkzMjgkbzQkZzEkdDE3NTUwOTk3NzYkajU3JGwwJGgw)
2. [G2 Winter 2026 Reports](https://company.g2.com/news/g2-winter-2026-reports)

Researched By: [Julie Jung](https://research.g2.com/insights/author/julie-jung)

**Last updated on: January 9, 2026**