# Best Enterprise Conversation Intelligence Software

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

   Products classified in the overall Conversation Intelligence category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business Conversation Intelligence to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Enterprise Business Conversation Intelligence category.

In addition to qualifying for inclusion in the Conversation Intelligence Software category, to qualify for inclusion in the Enterprise Business Conversation Intelligence Software category, a product must have at least 10 reviews left by a reviewer from an enterprise business.





## Category Overview

**Total Products under this Category:** 179


## Trust & Credibility Stats

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

- 30 Analysts and Data Experts
- 116,800+ Authentic Reviews
- 179+ 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.



---

**Sponsored**

### CTM

CTM helps businesses turn everyday conversations into growth. Trusted by more than 100,000 users worldwide, including leading brands like Tinuiti, Morgan & Morgan, Tutor Doctor, and ServiceMaster, CTM connects marketing performance to revenue outcomes, giving teams the clarity to see which campaigns drive conversions and the insight to optimize every customer touchpoint. The result: more efficient lead handling, higher conversion rates, and improved ROI. Powered by rich conversation analytics, CTM unifies fragmented call, text, chat, and form interactions into a single, actionable view of customer behavior. With deep integrations across leading marketing, advertising, and CRM platforms—and partnership opportunities for agencies, affiliates, and technology providers—CTM makes it simple to align data, teams, and results. Guided by our purpose to create a better human experience through technology, CTM empowers businesses to make every conversation count.



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---

## Top-Rated Products (Ranked by G2 Score)
### 1. [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:** 6,408

**User Satisfaction Scores:**

- **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:** 8.9/10 (Category avg: 8.6/10)


**Seller Details:**

- **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 (7,608 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/10454372/ (2,482 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Account Executive, Customer Success Manager
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 69% Mid-Market, 18% Enterprise


#### Pros & Cons

**Pros:**

- Helpful (352 reviews)
- Ease of Use (289 reviews)
- Call Recording (237 reviews)
- AI Summary (219 reviews)
- Accuracy (214 reviews)

**Cons:**

- Call Issues (130 reviews)
- Recording Issues (88 reviews)
- AI Inaccuracy (77 reviews)
- AI Limitations (74 reviews)
- Accuracy Issues (72 reviews)

### 2. [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:** 24,546

**User Satisfaction Scores:**

- **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: 8.6/10)


**Seller Details:**

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** https://www.salesforce.com/
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce (581,281 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (88,363 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Account Executive, Account Manager
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 46% Mid-Market, 34% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (3658 reviews)
- Features (3167 reviews)
- Lead Management (2051 reviews)
- Customization (1641 reviews)
- Customizability (1620 reviews)

**Cons:**

- Learning Curve (1831 reviews)
- Limitations (1412 reviews)
- Missing Features (1147 reviews)
- Limited Features (1126 reviews)
- Expensive (1109 reviews)

### 3. [Salesloft](https://www.g2.com/products/salesloft/reviews)
  Salesloft powers durable revenue growth for the world’s most demanding companies. The industry-leading Revenue Orchestration Platform uses purpose-built AI to help market-facing teams prioritize and take action on what matters most, from first touch to upsell and renewal. Targeting a diverse audience that includes sales professionals, marketing teams, and revenue operations leaders, Salesloft is used successfully by organizations of all sizes. More than 5,000 customers including Google, 3M, IBM, Shopify, Square, and Cisco gain a performance force multiplier with Salesloft by shifting to a durable revenue engagement model, helping them solve the complexities of modern B2B sales and unlock revenue efficiency. Salesloft provides a suite of capabilities and solutions designed to support modern sales teams, including advanced analytics, sales forecasting, sales automation, sales coaching, deal management, revenue intelligence, sales engagement, conversation intelligence, and integrated communication capabilities. With Salesloft's Revenue Orchestration Platform powering a durable revenue engagement model, businesses can unlock profitable, efficient growth. For more information visit www.salesloft.com.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 4,151

**User Satisfaction Scores:**

- **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: 8.6/10)


**Seller Details:**

- **Seller:** [Salesloft](https://www.g2.com/sellers/salesloft)
- **Company Website:** https://salesloft.com
- **Year Founded:** 2011
- **HQ Location:** Atlanta, GA
- **Twitter:** @Salesloft (18,445 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2296178/ (1,137 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Account Executive, Sales Development Representative
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 56% Mid-Market, 23% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (256 reviews)
- Helpful (158 reviews)
- Features (155 reviews)
- Automation (146 reviews)
- Time-saving (138 reviews)

**Cons:**

- Missing Features (95 reviews)
- Call Issues (65 reviews)
- Integration Issues (62 reviews)
- Learning Curve (60 reviews)
- Limitations (55 reviews)

### 4. [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:** 6,736

**User Satisfaction Scores:**

- **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: 8.6/10)


**Seller Details:**

- **Seller:** [Fathom](https://www.g2.com/sellers/fathom)
- **Company Website:** https://www.fathom.ai/
- **Year Founded:** 2020
- **HQ Location:** San Francisco, CA
- **LinkedIn® Page:** https://www.linkedin.com/company/fathom-video (171 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** CEO, Founder
  - **Top Industries:** Marketing and Advertising, Computer Software
  - **Company Size:** 78% Small-Business, 19% Mid-Market


#### Pros & Cons

**Pros:**

- AI Summary (1502 reviews)
- Accuracy (1444 reviews)
- Helpful (1365 reviews)
- Ease of Use (1361 reviews)
- Note-taking (1115 reviews)

**Cons:**

- Meeting Management (415 reviews)
- Recording Issues (342 reviews)
- Missing Features (249 reviews)
- Call Issues (213 reviews)
- Recording Limitations (212 reviews)

### 5. [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:** 1,103

**User Satisfaction Scores:**

- **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: 8.6/10)


**Seller Details:**

- **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 (519 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/substrata-company/ (23 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Sales Development Representative, Project Manager
  - **Top Industries:** Information Technology and Services, Marketing and Advertising
  - **Company Size:** 45% Small-Business, 40% Mid-Market


#### Pros & Cons

**Pros:**

- Accuracy (550 reviews)
- Helpful (468 reviews)
- Conversation Analysis (401 reviews)
- Insights (349 reviews)
- Time-saving (283 reviews)

**Cons:**

- Learning Curve (316 reviews)
- Limited Customization (148 reviews)
- Complexity (118 reviews)
- Time-Consuming (103 reviews)
- Dashboard Issues (100 reviews)

### 6. [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:** 2,065

**User Satisfaction Scores:**

- **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: 8.6/10)


**Seller Details:**

- **Seller:** [MindTickle](https://www.g2.com/sellers/mindtickle)
- **Company Website:** https://www.mindtickle.com
- **Year Founded:** 2012
- **HQ Location:** San Francisco, California
- **Twitter:** @mindtickle (5,781 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2337411/ (675 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Account Executive, Therapy Manager
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 63% Enterprise, 27% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (17 reviews)
- Intuitive (14 reviews)
- Knowledge Improvement (11 reviews)
- Helpful (10 reviews)
- Coaching (9 reviews)

**Cons:**

- Learning Curve (6 reviews)
- Slow Loading (5 reviews)
- Bug Issues (3 reviews)
- Dashboard Issues (3 reviews)
- Integration Issues (3 reviews)

### 7. [Chorus by ZoomInfo](https://www.g2.com/products/chorus-by-zoominfo/reviews)
  ZoomInfo Chorus is an AI-powered Conversation Intelligence platform designed to enhance customer engagement by capturing and analyzing interactions across various communication channels, including phone calls, video meetings, and emails. This solution aims to support sales and revenue teams in achieving their targets by providing a comprehensive understanding of customer conversations. The platform is particularly beneficial for sales professionals, customer success teams, and business development representatives who rely on effective communication to drive results. By automatically recording and transcribing every customer interaction, ZoomInfo Chorus ensures that no critical detail is overlooked during discovery calls, product demonstrations, negotiations, or routine check-ins. This feature transforms conversations into searchable, shareable, and analyzable data, enabling teams to leverage insights for improved performance. One of the standout features of ZoomInfo Chorus is its ability to analyze the effectiveness of communication strategies across the entire revenue team. Users can track key metrics such as talk-to-listen ratios, competitor mentions, objection handling, and deal progression. This analysis helps identify successful behaviors exhibited by top performers, while also highlighting areas for improvement and coaching opportunities. By understanding what works and what doesn’t, teams can refine their approaches to enhance overall effectiveness. Additionally, ZoomInfo Chorus turns conversations into actionable intelligence, allowing teams to identify at-risk deals and uncover potential expansion opportunities. The platform facilitates coaching by providing real examples from representatives' own calls, making the feedback process more relevant and impactful. Integration with CRM systems further streamlines the workflow, as insights are automatically synced, ensuring that every conversation informs the next best action. In summary, ZoomInfo Chorus is a robust Conversation Intelligence solution that empowers teams to optimize their customer interactions. By leveraging advanced AI capabilities, it not only captures and analyzes conversations but also translates them into strategic insights that drive revenue growth and improve team performance. This makes it an essential tool for organizations looking to enhance their customer engagement strategies and achieve their sales objectives.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 2,896

**User Satisfaction Scores:**

- **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:** 8.8/10 (Category avg: 8.6/10)


**Seller Details:**

- **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 (23,496 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/zoominfo/ (4,353 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Account Executive, Customer Success Manager
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 64% Mid-Market, 25% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (17 reviews)
- AI Summary (15 reviews)
- Helpful (15 reviews)
- Automation (12 reviews)
- Call Recording (12 reviews)

**Cons:**

- Call Issues (8 reviews)
- Recording Issues (8 reviews)
- Difficult Navigation (4 reviews)
- Expensive (4 reviews)
- Missing Features (4 reviews)

### 8. [Invoca](https://www.g2.com/products/invoca/reviews)
  Which of your campaigns drive the best phone leads? Are you losing sales because of bad call experiences? Are you getting credit for all of your conversions? Invoca helps businesses drive revenue growth by unlocking new data from calls, so they can acquire and retain more customers for less money. With Invoca's revenue execution platform, businesses are driving unbelievable results: • Marketing teams — like the one at Rogers Communications — are driving up lead quality and driving down acquisition costs by 82% • Contact centers — like the one at MoneySolver — are boosting agent performance and conversion rates by 100% • Multi-location businesses — like Renewal by Andersen — are increasing appointments set over the phone by nearly 50% Invoca is trusted by the world’s top brands, including AutoNation, Flagstar Bank, Mayo Clinic, Orkin, Subaru, and Verizon, as well as: • 6 of the top 10 US health systems • 4 of the top 6 US mortgage lenders • 5 of the top 10 US property & casualty insurance companies • 5 of the top 7 US telecommunications companies To see more customer results, visit www.invoca.com/customers.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 926

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 8.3/10 (Category avg: 8.6/10)
- **Customer Scoring:** 8.4/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 8.2/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Invoca](https://www.g2.com/sellers/invoca)
- **Company Website:** https://www.invoca.com/
- **Year Founded:** 2008
- **HQ Location:** Santa Barbara, CA
- **Twitter:** @Invoca (4,201 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/210676/ (393 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Digital Marketing Manager, Marketing Manager
  - **Top Industries:** Marketing and Advertising, Hospital & Health Care
  - **Company Size:** 38% Small-Business, 33% Mid-Market


#### Pros & Cons

**Pros:**

- Helpful (28 reviews)
- Ease of Use (25 reviews)
- Analytics (23 reviews)
- Customer Support (20 reviews)
- Attribution Accuracy (19 reviews)

**Cons:**

- Learning Curve (9 reviews)
- Missing Features (9 reviews)
- Call Issues (8 reviews)
- Complexity (8 reviews)
- Complex Setup (8 reviews)

### 9. [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:** 2,422

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.5/10)


**Seller Details:**

- **Seller:** [Talkdesk](https://www.g2.com/sellers/talkdesk)
- **Company Website:** https://www.talkdesk.com
- **Year Founded:** 2011
- **HQ Location:** Palo Alto, CA
- **Twitter:** @talkdesk (6,958 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2837787/ (1,369 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Supervisor, Team Lead
  - **Top Industries:** Consumer Services, Computer Software
  - **Company Size:** 60% Mid-Market, 21% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (188 reviews)
- Efficiency (113 reviews)
- Features (112 reviews)
- Call Management (102 reviews)
- Helpful (97 reviews)

**Cons:**

- Call Issues (66 reviews)
- Technical Issues (42 reviews)
- Missing Features (37 reviews)
- Connection Issues (33 reviews)
- Poor Connectivity (31 reviews)

### 10. [Convin.ai](https://www.g2.com/products/convin-ai/reviews)
  Convin is a conversation intelligence platform that employs Generative AI to empower customer-facing teams. Designed for the dynamic environments of sales, support, and collection call centers, Convin offers AI-backed tools to track, transcribe, and analyze agent-customer interactions across calls, emails, and chats. The platform is segmented into real-time, post-call analysis, conversation insights, and customer experience suite, addressing critical challenges such as manual intervention and reactive quality assurance. 👉 Convin’s Key Products: A. CX Suite 1. AI Phone calls: Convin AI Phone Call optimizes 100% of inbound and outbound calls with virtual agents, enabling businesses to connect with thousands of leads through personalized, AI-driven voice interactions at low latency. B. Real-time Suite 1. Real-time Agent Assist: Unlock agent potential with live Agent Assist. Turn every conversation into a revenue-generating opportunity with real-time guidance. 2. Supervisor Assist: Get 100% visibility into all agent-customer conversations in real-time. Observe real-time changes in sentiment trends, track violations, and prevent escalations with Convin’s supervisor assist dashboard. C. Post-Interaction Suite: 1. Automated QA: Eliminate random sampling, human bias, and inaccurate scoring with Auto QA. Monitor every conversation, including calls, chats, and emails, to understand agent performance and assign coaching. 2. Automated Coaching: Take call center coaching one notch higher with targeted peer-to-peer automated coaching. Have a grip over call center training sessions that are auto-assigned by AI based on best-performing agent conversations. Reduce agent onboarding time by 60% and uptick annual call center ROI. 3. AI Learning Management System: Leverage agent training with a robust LMS comprising manual coaching, a knowledge base, assessments, and courses. Create customized assessments for agents, enrich the knowledge base with the required information, and track agent participation in coaching sessions. D. Voice of Customer: 1. Convin Insights: Experience a scalable voice of customer analysis that captures 100% of conversations. Not only understand customer needs but also pinpoint areas that need attention. Train agents, refine products, and cater precisely to customer expectations. 2. Conversation Behavior Analysis: Track and analyze winning and losing trends behind agent-customer interactions and leverage call behavior, action, and phrases to drive more business-winning deals. Replicate winning behavior and eliminate losing behavior to drive a successful and forward-moving business. 3. Customer Intelligence: Unleash the hidden insights within customer calls using customer intelligence. Find keywords and phrases that led to won and lost deals. Listen to customer conversations to discover competitors, objectives, product features, competition, and sentiments. E. Add-ons, 1. Quality Management System: Your one-stop solution for call listening, randomizer (for sampling), call auditing, and custom reporting. Leave audio and video comments for intuitive feedback and prompt auto-send of reports and feedback. 2. Mobile App: Experience agent performance review and coaching on the go. Convin's versatile app empowers business managers and agents alike. While managers access agent performance and conversation data, agents can improve conversation quality with swift coaching.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 538

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 9.3/10 (Category avg: 8.6/10)
- **Customer Scoring:** 9.3/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 9.4/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Convin](https://www.g2.com/sellers/convin)
- **Year Founded:** 2020
- **HQ Location:** Bengaluru, IN
- **Twitter:** @convin (12 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/convin/ (167 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Quality Analyst, Policy Advisor
  - **Top Industries:** Education Management, Health, Wellness and Fitness
  - **Company Size:** 63% Enterprise, 31% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (9 reviews)
- Accuracy (7 reviews)
- User Interface (6 reviews)
- Auditing Efficiency (5 reviews)
- Auditing (4 reviews)

**Cons:**

- Auditing Issues (3 reviews)
- Inadequate Reporting (3 reviews)
- Call Issues (2 reviews)
- Improvement Needed (2 reviews)
- Inadequate AI Capabilities (2 reviews)

### 11. [Salesken](https://www.g2.com/products/salesken/reviews)
  Salesken.ai is a Sales AI platform designed to enhance sales team performance while lowering acquisition costs. By offering real-time cues during conversations, the tool empowers sales reps to engage more effectively with customers. Salesken also provides leaders and reps with full visibility into every call through advanced Call Analytics, capturing emotions, objections, intent, and more. Salesken delivers tailored solutions for both Sales Leaders and Reps, driving revenue success through: - Pipeline Management: Accurate forecasts based on deep conversation insights. - Deal Tracking: Instant summaries, identification of BANT gaps, and clear next steps. - Team Coaching: Personalized coaching for each rep and every deal, on demand. - Marketing Insights: Actionable insights extracted from sales conversations. - Quality Assurance: Evaluate 100% of sales calls with AI-driven QA, offering personalized coaching and reducing manual efforts while improving overall sales quality and consistency For Sales Reps, Salesken offers: - Real-Time Cueing: Provides live cues and battle cards to help reps perfect their pitches. - CRM Enrichment: Automates CRM data entry and updates. - Custom Outreach: Simplifies and automates outreach, saving time and increasing efficiency. Salesken is the go to AI for the whole sales team. Book a demo and learn about more features and capabilities.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 386

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 9.8/10 (Category avg: 8.6/10)
- **Customer Scoring:** 9.8/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 9.6/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Salesken](https://www.g2.com/sellers/salesken)
- **Year Founded:** 2018
- **HQ Location:** New York, New York
- **Twitter:** @SaleskenAi (118 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/salesken/about (92 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Sales, Sales Executive
  - **Top Industries:** Education Management, E-Learning
  - **Company Size:** 57% Mid-Market, 37% Enterprise


#### Pros & Cons

**Pros:**

- Helpful (11 reviews)
- Feedback Management (7 reviews)
- AI Summary (6 reviews)
- Automation (6 reviews)
- Efficiency (6 reviews)

**Cons:**

- Call Issues (2 reviews)
- Call Limitations (2 reviews)
- Poor Transcription (2 reviews)
- Recording Issues (2 reviews)
- Accuracy Issues (1 reviews)

### 12. [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:** 1,279

**User Satisfaction Scores:**

- **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:** 10.0/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 10.0/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Nooks](https://www.g2.com/sellers/nooks)
- **Company Website:** https://www.nooks.ai/
- **HQ Location:** San Francisco, California
- **Twitter:** @JoinNooks (383 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/nooksapp (566 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** SDR, Sales Development Representative
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 49% Mid-Market, 25% Small-Business


#### Pros & Cons

**Pros:**

- Time-saving (399 reviews)
- Ease of Use (384 reviews)
- Efficiency (355 reviews)
- Features (248 reviews)
- Lead Generation (219 reviews)

**Cons:**

- Call Issues (212 reviews)
- Dialer Issues (110 reviews)
- Missing Features (81 reviews)
- Dialer Limitations (65 reviews)
- Connection Issues (60 reviews)

### 13. [Allego](https://www.g2.com/products/allego/reviews)
  Allego is the market-leading revenue enablement platform teams trust and love. Across the customer lifecycle, Allego helps revenue teams close deals, hit their number, and stay aligned through change by making the next best action clear. Learning, content, coaching, digital selling, and secure, practical AI come together in one natively built platform. Guidance appears directly in everyday workflows so reps know what to say, share, and do when it matters most. Organizations that switch to Allego reduce complexity and lower total software costs by consolidating multiple point solutions into one unified system. Allego Learning: Allego embeds learning into the flow of work so skills show up in real opportunities. AI-powered role play, video practice, and automated coaching help reps build confidence through realistic scenarios with instant feedback. Built-in Conversation Intelligence captures buyer interactions, surfaces risks and opportunities, and connects coaching directly to deal performance. Allego Modern Content: Allego makes content easy to manage, personalize, and activate in selling moments. Centrally governed assets are surfaced through AI-powered search and CRM context so reps can quickly find and share what works. Deep analytics tie engagement to pipeline and revenue outcomes, giving marketing and enablement leaders clear proof of impact. Allego Digital Rooms: Allego Digital Rooms create secure, personalized buyer spaces that streamline engagement across the selling process. Reps and buyers collaborate in branded environments that centralize content, communication, and next steps. AI highlights engagement signals and recommends follow-up actions so opportunities maintain momentum and close faster. Allego takes a human-first approach to AI. Secure, practical AI is embedded across workflows to surface next best actions, highlight deal risks, reinforce messaging, and accelerate follow-up. All AI capabilities are grounded in approved content and governed with enterprise controls. Organizations using Allego report measurable impact, including up to 50% shorter sales cycles, 45% higher win rates, and significant reductions in enablement software spend. Allego is recognized as a Leader in the Gartner Magic Quadrant for Revenue Enablement Platforms and ranked #1 on G2 for Ease of Use and Customer Satisfaction. Learn more at www.allego.com


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 683

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 8.5/10 (Category avg: 8.6/10)
- **Customer Scoring:** 8.5/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 8.4/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Allego](https://www.g2.com/sellers/allego)
- **Company Website:** https://www.allego.com
- **Year Founded:** 2013
- **HQ Location:** Waltham, Massachusetts
- **Twitter:** @allegosoftware (1,047 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/4994402 (210 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Account Executive, Sales Enablement Manager
  - **Top Industries:** Financial Services, Computer Software
  - **Company Size:** 44% Mid-Market, 39% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (88 reviews)
- Helpful (44 reviews)
- Intuitive (42 reviews)
- Customer Support (39 reviews)
- Navigation Ease (38 reviews)

**Cons:**

- Learning Curve (22 reviews)
- Missing Features (15 reviews)
- Not Intuitive (11 reviews)
- Not User-Friendly (11 reviews)
- Poor Organization (10 reviews)

### 14. [Outreach](https://www.g2.com/products/outreach/reviews)
  Outreach, founded in 2014, is the only complete AI Revenue Workflow Platform that helps sales leaders benefit from connected account visibility, performance insights, and higher forecasting accuracy across every GTM team. Outreach infuses agentic AI to power 100s of use cases across sales motions. From new logo prospecting to renewal and expansion, Outreach AI automates workflows and frees sellers to focus on more strategic conversations and actions. Global organizations use Outreach to power their revenue teams, including SAP, Siemens, Snowflake, and Verizon to name a few. To learn more, please visit www.outreach.io.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 3,490

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 7.9/10 (Category avg: 8.6/10)
- **Customer Scoring:** 7.4/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 7.5/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Outreach](https://www.g2.com/sellers/outreach)
- **Company Website:** https://www.outreach.io/demo
- **Year Founded:** 2014
- **HQ Location:** Seattle, WA
- **Twitter:** @outreach_io (7,693 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3559595/ (1,511 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Account Executive, Sales Development Representative
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 60% Mid-Market, 22% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (87 reviews)
- Automation (54 reviews)
- Helpful (54 reviews)
- Features (50 reviews)
- Integrations (47 reviews)

**Cons:**

- Missing Features (38 reviews)
- Learning Curve (26 reviews)
- Limitations (24 reviews)
- Limited Features (20 reviews)
- Limited Customization (19 reviews)

### 15. [Zipteams](https://www.g2.com/products/zipteams-technologies-pvt-ltd-zipteams/reviews)
  Intelligent meeting rooms designed for inside sales and customer success teams that provide real-time customer context, insights, and recommendations to make the customer meetings more engaging and fruitful.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 194

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 9.4/10 (Category avg: 8.6/10)
- **Customer Scoring:** 9.4/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 9.0/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Zipteams Technologies Pvt. Ltd.](https://www.g2.com/sellers/zipteams-technologies-pvt-ltd)
- **Year Founded:** 2021
- **HQ Location:** Atlanta, US
- **Twitter:** @wearezipteams (273 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/zipteams/ (21 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Inside Sales Manager, Exam Counselor
  - **Top Industries:** Education Management, E-Learning
  - **Company Size:** 63% Mid-Market, 22% Enterprise


#### Pros & Cons

**Pros:**

- Call Management (16 reviews)
- Conversation Analysis (16 reviews)
- Helpful (16 reviews)
- Call Recording (15 reviews)
- Accuracy (11 reviews)

**Cons:**

- Call Issues (8 reviews)
- Accuracy Issues (4 reviews)
- Inaccuracy (4 reviews)
- Recording Issues (3 reviews)
- Software Bugs (3 reviews)

### 16. [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:** 569

**User Satisfaction Scores:**

- **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: 8.6/10)


**Seller Details:**

- **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 (245 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/16265721/ (164 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Medicare Sales Representative, MSR
  - **Top Industries:** Insurance, Consumer Services
  - **Company Size:** 48% Mid-Market, 25% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (49 reviews)
- Helpful (48 reviews)
- Accuracy (22 reviews)
- Call Recording (16 reviews)
- Customer Support (16 reviews)

**Cons:**

- Call Issues (20 reviews)
- Accuracy Issues (12 reviews)
- AI Inaccuracy (11 reviews)
- Missing Features (9 reviews)
- Pop-up Issues (7 reviews)

### 17. [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:** 13,105

**User Satisfaction Scores:**

- **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: 8.6/10)


**Seller Details:**

- **Seller:** [HubSpot](https://www.g2.com/sellers/hubspot)
- **Company Website:** https://www.HubSpot.com
- **Year Founded:** 2006
- **HQ Location:** Cambridge, MA
- **Twitter:** @HubSpot (785,747 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/68529/ (11,979 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Account Executive, Sales Development Representative
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 60% Small-Business, 35% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (1430 reviews)
- Features (831 reviews)
- Helpful (760 reviews)
- Lead Management (671 reviews)
- Intuitive (617 reviews)

**Cons:**

- Missing Features (500 reviews)
- Limited Features (472 reviews)
- Learning Curve (447 reviews)
- Expensive (344 reviews)
- Limited Customization (319 reviews)

### 18. [CallMiner Eureka](https://www.g2.com/products/callminer-eureka/reviews)
  CallMiner is the global leader in AI-powered conversation intelligence and customer experience (CX) automation. By combining deep domain expertise with advanced AI and industry-leading analytics, CallMiner delivers the most comprehensive platform for capturing and analyzing 100% of omnichannel customer interactions — from voice to text — to transform how organizations understand and act on customer insights. This deep intelligence empowers improvements in agent performance, operational efficiency, and CX enterprise-wide, while also enabling automation and faster, data-driven decisions. The CallMiner platform analyzes every voice and text-based interaction at the deepest levels, including unsolicited feedback, such as contact center interactions, and solicited feedback, like customer surveys. By interpreting nuance and identifying patterns and traits, organizations can shed light on new areas of opportunity, from agent performance and operational efficiency to product innovation and marketing and sales effectiveness. With these insights, organizations can also better understand what to automate and identify areas of opportunity and improvement in automation workflows. CallMiner’s AI-powered conversation intelligence and CX automation platform empowers organizations to: • Collect structured and unstructured data from 100% of customer interactions • Use AI and ML to uncover intelligence and insights, such as customer sentiment or satisfaction • Leverage intelligence to make informed decisions around agent training and augmentation, automation, business decisions, and more • Embrace automation through virtual agents and customer engagement initiatives • Continually monitor customer interactions (both with humans and AI automation) to make improvements CallMiner’s product suite covers four areas: • Capture: Through recording, screen recording, and redaction capabilities, organizations can capture all of their customer interactions and ingest them into the CallMiner platform • Intelligence: With advanced AI capabilities, including an agentic AI framework, organizations are able to uncover trends and opportunities across omnichannel customer insights at scale • Augmentation: Agent performance and real-time agent guidance capabilities help organizations improve coaching and training initiatives, as well as support agents in real time during interactions • Automation: Voice-first virtual agents help organizations automate inbound and outbound customer service efforts, improving efficiency; the industry's first AI-powered customer engagement tool helps organizations more effectively interact and gain feedback from customers through surveys, forms, and more. CallMiner is trusted to improve CX for leading brands across technology, media and telecom, retail, manufacturing, financial services, healthcare, and travel & hospitality.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 216

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 8.1/10 (Category avg: 8.6/10)
- **Customer Scoring:** 8.8/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 8.3/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [CallMiner](https://www.g2.com/sellers/callminer)
- **Company Website:** https://callminer.com/
- **Year Founded:** 2002
- **HQ Location:** Waltham, MA
- **Twitter:** @CallMiner (3,244 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/42084/ (332 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Speech Analyst, Business Analyst
  - **Top Industries:** Financial Services, Insurance
  - **Company Size:** 47% Mid-Market, 40% Enterprise


#### Pros & Cons

**Pros:**

- Innovation (12 reviews)
- Ease of Use (11 reviews)
- Helpful (11 reviews)
- Improvement (10 reviews)
- Artificial Intelligence (8 reviews)

**Cons:**

- Learning Curve (8 reviews)
- Missing Features (5 reviews)
- Steep Learning Curve (5 reviews)
- Difficult Setup (4 reviews)
- Training Required (4 reviews)

### 19. [Momentum](https://www.g2.com/products/momentum-momentum/reviews)
  Momentum is an Revenue Orchestration Platform that listens to your customer and prospect conversations, extracts key insights, and automatically takes action—communicating with your systems and teams in real time. Revenue teams today are drowning in conversations, but 99% of what’s said never makes it into a CRM. Insights get buried in call recordings, manual data entry is inconsistent, and teams operate in silos—leading to missed opportunities, bad handoffs, and slow deal cycles. Momentum fixes this by automating workflows and communication across teams. Our AI Agents analyze calls, emails, and meetings, then push the right information—product feedback, churn risk, competitor mentions, objections, and deal blockers—to the teams that need to know, exactly when they need to know it. No extra tools. No added complexity. Just seamless orchestration between Sales, RevOps, CS, and Product to move faster and win more. With pre-built workflows like automated deal desk approvals, Slack-based deal rooms, and real-time CRM updates, Momentum ensures your teams aren’t just capturing data—they’re acting on it.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 100

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 8.6/10 (Category avg: 8.6/10)
- **Customer Scoring:** 7.6/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 8.5/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Momentum](https://www.g2.com/sellers/momentum)
- **Year Founded:** 2020
- **HQ Location:** San Francisco, CA
- **Twitter:** @dealmomentum (300 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/dealmomentum/ (132 employees on LinkedIn®)
- **Ownership:** JSE:MTM

**Reviewer Demographics:**
  - **Who Uses This:** Account Executive
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 70% Mid-Market, 21% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (24 reviews)
- Helpful (21 reviews)
- Automation (16 reviews)
- Integrations (14 reviews)
- Customer Support (13 reviews)

**Cons:**

- Inaccuracy (10 reviews)
- Performance Issues (8 reviews)
- Accuracy Issues (6 reviews)
- Call Issues (6 reviews)
- Data Inaccuracy (6 reviews)

### 20. [Revenue.io](https://www.g2.com/products/revenue-io/reviews)
  Revenue.io powers high-performing teams with real-time guidance. By surfacing and recommending what works best, Revenue.io enables hundreds of customers like HPE, Nutanix, and AWS to deliver predictable results and optimize their entire revenue operation. Founded in 2013, Revenue.io is headquartered in Los Angeles and backed by venture funding from Goldman Sachs, Bryant Stibel, and Palisades Capital. Learn more at www.revenue.io.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 565

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 9.4/10 (Category avg: 8.6/10)
- **Customer Scoring:** 9.4/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 8.7/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Revenue.io](https://www.g2.com/sellers/revenue-io)
- **Year Founded:** 2012
- **HQ Location:** Los Angeles, CA
- **Twitter:** @revenue_io (4,286 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2625815/ (103 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Customer Service Representative, Account Manager
  - **Top Industries:** Computer Software, Financial Services
  - **Company Size:** 59% Mid-Market, 22% Small-Business


#### Pros & Cons

**Pros:**

- Customer Support (33 reviews)
- Ease of Use (30 reviews)
- Helpful (30 reviews)
- Easy Setup (25 reviews)
- Salesforce Integration (25 reviews)

**Cons:**

- Call Issues (11 reviews)
- Missing Features (9 reviews)
- Limited Features (7 reviews)
- Connection Issues (6 reviews)
- Dialer Issues (6 reviews)

### 21. [Observe.AI](https://www.g2.com/products/observe-ai/reviews)
  Observe.AI is the AI Agents platform for customer experience, designed to help organizations deliver faster, smarter, and more efficient customer service at scale. The platform enables businesses to deploy specialized AI agents that autonomously execute work across the full CX lifecycle—from handling customer conversations to supporting frontline teams and optimizing operations. Each AI agent is purpose-built for a specific role, equipped to understand context, make decisions, take action, and continuously improve outcomes. This allows organizations to increase resolution speed, elevate service quality, and reduce operational costs while empowering your frontline team to focus on higher-value work. Built on a CX-native foundation, Observe.AI works with 300+ global brands in Financial Services, Insurance, Healthcare and Consumer Services, including brands like DoorDash, Affordable Care, to improve customer satisfaction, boost productivity, and deliver consistent, scalable performance across every customer interaction.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 217

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 9.1/10 (Category avg: 8.6/10)
- **Customer Scoring:** 9.3/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 8.9/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Observe.AI](https://www.g2.com/sellers/observe-ai)
- **Company Website:** https://observe.ai
- **Year Founded:** 2017
- **HQ Location:** San Francisco, California
- **Twitter:** @observeAI (1,506 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/18090845/ (403 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Assistant Quality Assurance, Quality Analyst
  - **Top Industries:** Outsourcing/Offshoring, Consumer Services
  - **Company Size:** 66% Mid-Market, 22% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (26 reviews)
- Efficiency (20 reviews)
- Helpful (19 reviews)
- Artificial Intelligence (16 reviews)
- Coaching (16 reviews)

**Cons:**

- Accuracy Issues (16 reviews)
- Inaccuracy (15 reviews)
- Inaccurate Data Analysis (12 reviews)
- Call Issues (7 reviews)
- Missing Features (7 reviews)

### 22. [Jiminny](https://www.g2.com/products/jiminny/reviews)
  Jiminny is the conversation intelligence platform designed to help Revenue Leaders capture and analyze critical go-to-market insights across video, voice, and email. This innovative solution automates the integration of these insights into your CRM, enabling teams to make informed decisions and drive revenue growth effectively. Jiminny benefits the entire Revenue Team. For Sales Reps, it automates routine admin tasks, allowing them to focus more on selling and enhancing their performance. This not only streamlines their workflow but also increases their productivity, enabling them to close deals more efficiently. Managers benefit from Jiminny by gaining access to actionable insights that help them develop their teams, fostering an environment of continuous improvement and confidence-building. Executives can rely on Jiminny to provide a trustworthy source of data for making strategic, data-driven decisions. The platform transforms the CRM into a reliable launchpad for revenue growth, ensuring that leadership can track progress and identify areas for improvement with ease. This comprehensive approach to GTM conversation intelligence empowers all levels of the organization to work collaboratively towards revenue goals. Key features of Jiminny include its ability to analyze conversations in real-time, providing instant feedback and insights that can be acted upon immediately. The platform's fast onboarding process and user-friendly interface ensure that teams can quickly adapt and start reaping the benefits without significant downtime. Sell smarter, grow faster, and ultimately win more deals with Jiminny. The platform not only enhances individual performance but also cultivates a data-driven culture that supports sustained growth and success across the entire organization.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 922

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 8.3/10 (Category avg: 8.6/10)
- **Customer Scoring:** 8.2/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 8.4/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Jiminny](https://www.g2.com/sellers/jiminny)
- **Company Website:** https://www.jiminny.com
- **Year Founded:** 2016
- **HQ Location:** London, England
- **Twitter:** @JiminnyInc (387 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/10815921/ (58 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Account Executive, Customer Success Manager
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 62% Mid-Market, 31% Small-Business


#### Pros & Cons

**Pros:**

- Helpful (168 reviews)
- Ease of Use (146 reviews)
- Call Recording (134 reviews)
- AI Summary (106 reviews)
- Recording (94 reviews)

**Cons:**

- Call Issues (71 reviews)
- AI Inaccuracy (58 reviews)
- Accuracy Issues (57 reviews)
- AI Limitations (25 reviews)
- Poor Transcription (25 reviews)

### 23. [Puzzel CX Platform](https://www.g2.com/products/puzzel-cx-platform/reviews)
  Puzzel is a leading European provider of cloud contact centre solutions, offering a customer-centric, AI-powered CX ecosystem designed to give organisations full control and visibility over the entire customer journey. In a world where contact centres face increasing pressure from agent attrition, rising customer expectations, and growing operational costs, many leaders find themselves stuck with outdated systems and disconnected tools. Puzzel changes that by: \* Unifying Processes \* Centralising Data \* Automating Routine Tasks \* Scaling Flexibly To meet modern customer service demands — helping CX teams deliver faster, more consistent, and more personalised support. Puzzel’s AI-driven platform brings together a powerful set of solutions, including a fully integrated: \* Omnichannel Cloud Contact Centre \* Conversational Intelligence to analyse customer interactions and uncover actionable insights \* Virtual Agents across - Chat - Email - Voice \* Workforce Management to optimise: - Scheduling - Forecasting - Agent engagement We believe in striking the right balance between smart technology and the human touch. Our solutions are built to empower CX teams with the right information, tools and support to work more efficiently, focus their time where it matters most: on the meaningful, high-value conversations that strengthen customer loyalty. With Puzzel, businesses can do more with less. Our customers reduce: \* Manual Admin \* Improve First-Contact Resolution \* Elevate Agent and Customer Experiences Organisations using Puzzel have reported up to 278% ROI, demonstrating the measurable value of smart, scalable, people-focused customer service. Hundreds of organisations across Europe rely on Puzzel to help them simplify operations, support their teams, and deliver better customer experiences every day.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 149

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 8.7/10 (Category avg: 8.6/10)
- **Customer Scoring:** 9.3/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 8.9/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Puzzel](https://www.g2.com/sellers/puzzel)
- **Company Website:** https://www.puzzel.com
- **HQ Location:** Alna District, Oslo
- **LinkedIn® Page:** https://www.linkedin.com/company/18006024 (352 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Telecommunications, Oil & Energy
  - **Company Size:** 51% Mid-Market, 23% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (63 reviews)
- Helpful (47 reviews)
- Customer Support (46 reviews)
- Efficiency (35 reviews)
- User Interface (27 reviews)

**Cons:**

- Missing Features (14 reviews)
- Limited Customization (13 reviews)
- Complexity (9 reviews)
- Learning Curve (9 reviews)
- Poor Reporting (8 reviews)

### 24. [InMoment Experience Improvement (XI) Platform](https://www.g2.com/products/inmoment-experience-improvement-xi-platform/reviews)
  InMoment, the leader in improving experiences and the highest recommended CX platform and services company in the world is renowned for helping clients collect and integrate customer experience data to uncover the insights that enable the smartest actions. As the pace setters in applying award-winning AI, its global clients activate every byte of their experience data—from structured surveys and social reviews to unstructured conversations from call logs, emails, support tickets, and chat transcripts to breakdown data silos. This unique technology combined with in-house industry experts empower brands to gain ROI from their CX programs in half the time as its competitors. Unlock the true potential of every piece of customer data with InMoment. To learn more, visit inmoment.com


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 314

**User Satisfaction Scores:**

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


**Seller Details:**

- **Seller:** [PG Forsta](https://www.g2.com/sellers/pg-forsta)
- **HQ Location:** Salt Lake City, Utah
- **LinkedIn® Page:** https://www.linkedin.com/company/weareinmoment/ (502 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Product Manager, Customer Success Manager
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 47% Small-Business, 39% Mid-Market


### 25. [Infinity Call Tracking](https://www.g2.com/products/infinity-call-tracking/reviews)
  Built by marketers for marketers, Infinity’s AI-powered call tracking shows you what happens before, during, and after every call, so you can: • Fill attribution blind spots and get credit for the true impact of your work • Improve targeting with high-intent, first-party data • Cut waste to reduce cost-per-lead and drive down acquisition costs • Improve performance across PPC, SEO, and Paid Social • Create better customer experiences • Boost conversion rates at the top and bottom of your funnel Infinity’s granular visitor-level call tracking and conversation analytics are ISO 27001 and PCI DSS Certified. Handling millions of calls across 75 countries and industry-leading security makes sure the data from every single one of them stays secure. The Infinity platform has been built by a multi-award-winning development team with the support of major cloud partners like Google and AWS. Their collective expertise ensures market-leading reliability. Backed by a highly decorated customer success team that spans the UK, Europe, and the USA, users are fully supported as they strive to make smarter decisions and provide a better customer experience. An open API and a complete set of out-of-the-box integrations make it easy for users to send call data into key platforms, share customer journeys and insights that aid closing with call handling teams, and improve conversion rates throughout the funnel. Key results users have achieved include: • 79% increase in conversions for Flight Centre • 64% reduction in Customer Acquisition Costs (CAC) for Pendragon • 50% reduction in call centre costs for Access Self Storage


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 146

**User Satisfaction Scores:**

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.5/10)
- **Artificial Intelligence:** 7.8/10 (Category avg: 8.6/10)
- **Customer Scoring:** 8.3/10 (Category avg: 8.4/10)
- **AI Text Summarization:** 8.3/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Infinity Tracking](https://www.g2.com/sellers/infinity-tracking)
- **Year Founded:** 2010
- **HQ Location:** Reigate, Surrey
- **Twitter:** @_infinity_co (1,058 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/947411/ (438 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Digital Marketing Manager
  - **Top Industries:** Leisure, Travel & Tourism, Marketing and Advertising
  - **Company Size:** 46% Mid-Market, 28% Small-Business


#### Pros & Cons

**Pros:**

- Customer Support (20 reviews)
- Call Tracking (17 reviews)
- Reporting (15 reviews)
- Helpful (14 reviews)
- Easy Integrations (12 reviews)

**Cons:**

- Expensive (5 reviews)
- Inaccurate Reporting (4 reviews)
- Inadequate Reporting (4 reviews)
- Call Limitations (3 reviews)
- Learning Curve (3 reviews)



## Parent Category

[Sales Acceleration Software](https://www.g2.com/categories/sales-acceleration)



## Related Categories

- [Sales Coaching Software](https://www.g2.com/categories/sales-coaching)
- [AI Sales Assistant Software](https://www.g2.com/categories/ai-sales-assistant)
- [Speech Analytics Software](https://www.g2.com/categories/speech-analytics)



---

## Buyer Guide

### 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**