# Best Conversation Intelligence Software - Page 8

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

   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




  
## How Many Conversation Intelligence Software Products Does G2 Track?
**Total Products under this Category:** 183

### Category Stats (May 2026)
- **Average Rating**: 4.64/5
- **New Reviews This Quarter**: 494
- **Buyer Segments**: Mid-Market 46% │ Small-Business 42% │ Enterprise 12%
- **Top Trending Product**: Proshort (+0.035)
*Last updated: May 13, 2026*

  
## How Does G2 Rank Conversation Intelligence Software Products?

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

- 30 Analysts and Data Experts
- 117,100+ Authentic Reviews
- 183+ 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.

  
## Top Conversation Intelligence Software at a Glance
| # | Product | Rating | Best For | What Users Say |
|---|---------|--------|----------|----------------|
| 1 | [Gong](https://www.g2.com/products/gong/reviews) | 4.7/5.0 (6,433 reviews) | Revenue intelligence with deal-pattern coaching | "[Actionable Call Insights Delivered to My Inbox](https://www.g2.com/survey_responses/gong-review-12745918)" |
| 2 | [Fathom](https://www.g2.com/products/fathom-video/reviews) | 5.0/5.0 (6,779 reviews) | AI meeting summaries with frictionless capture | "[Simplifies Meetings, Frustrated by SSO](https://www.g2.com/survey_responses/fathom-review-9487339)" |
| 3 | [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) | 4.4/5.0 (24,583 reviews) | Conversation intelligence inside CRM workflows | "[Practical AI Automation That Streamlines Sales Inside Salesforce](https://www.g2.com/survey_responses/agentforce-sales-formerly-salesforce-sales-cloud-review-12761634)" |
| 4 | [HubSpot Sales Hub](https://www.g2.com/products/hubspot-sales-hub/reviews) | 4.4/5.0 (13,165 reviews) | Conversation logging tied to native CRM | "[All-in-One, Intuitive Sales Platform with Powerful Automation and Integrations](https://www.g2.com/survey_responses/hubspot-sales-hub-review-12801170)" |
| 5 | [Substrata](https://www.g2.com/products/substrata-substrata/reviews) | 4.9/5.0 (1,101 reviews) | Behavioral signal analysis for deal dynamics | "[Intuitive Content Library with Effortless Drag-and-Drop Organization](https://www.g2.com/survey_responses/substrata-review-12619141)" |
| 6 | [Chorus by ZoomInfo](https://www.g2.com/products/chorus-by-zoominfo/reviews) | 4.5/5.0 (2,897 reviews) | Conversation intelligence inside the ZoomInfo platform | "[Effortless Meeting Summaries and Seamless Integration](https://www.g2.com/survey_responses/chorus-by-zoominfo-review-12098906)" |
| 7 | [Talkdesk](https://www.g2.com/products/talkdesk/reviews) | 4.4/5.0 (2,423 reviews) | Contact-center CXA with conversation intelligence | "[Talkdesk Makes Handling Customer Chats and SMS so Much Smoother for Our Support Team](https://www.g2.com/survey_responses/talkdesk-review-12573808)" |
| 8 | [Otter.ai](https://www.g2.com/products/otter-ai/reviews) | 4.4/5.0 (482 reviews) | Lightweight meeting transcription with broad integrations | "[Otter Makes Meeting Summaries and Key Highlights Effortless](https://www.g2.com/survey_responses/otter-ai-review-12340187)" |
| 9 | [Nooks](https://www.g2.com/products/nooks/reviews) | 4.8/5.0 (1,335 reviews) | Agent workspace for intelligent outbound | "[Effortless Multi-Tasking and Seamless Integration](https://www.g2.com/survey_responses/nooks-review-12431355)" |
| 10 | [Balto](https://www.g2.com/products/balto/reviews) | 4.8/5.0 (576 reviews) | Real-time agent assist for contact centers | "[Balto Keeps Calls Confident, Compliant, and Natural with Real-Time Coaching](https://www.g2.com/survey_responses/balto-review-12794530)" |

  
## Which Conversation Intelligence Software Is Best for Your Use Case?

- **Leader:** [Gong](https://www.g2.com/products/gong/reviews)
- **Highest Performer:** [Spiky](https://www.g2.com/products/spiky/reviews)
- **Easiest to Use:** [Balto](https://www.g2.com/products/balto/reviews)
- **Top Trending:** [Nooks](https://www.g2.com/products/nooks/reviews)
- **Best Free Software:** [Fathom](https://www.g2.com/products/fathom-video/reviews)

  
## Which Type of Conversation Intelligence Software Tools Are You Looking For?
  - [Conversation Intelligence Software](https://www.g2.com/categories/conversation-intelligence) *(current)*
  - [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)

  
---

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### 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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---

  
## Buyer Guide: Key Questions for Choosing Conversation Intelligence Software Software
  ### What does conversation intelligence software do?
  I describe conversation intelligence software as systems that record, transcribe, and analyze customer conversations to extract patterns and actions. They sit on top of voice and video calls, capturing every meeting and turning unstructured dialogue into searchable transcripts, summaries, action items, and coaching signals. From what I see across reviewer accounts, these tools have shifted from simple recording utilities to coaching platforms that teach teams what wins deals and what loses them.


  ### Why do businesses use conversation intelligence software?
  When I reviewed reviewer feedback in this category, the recurring problem was that the most valuable knowledge in a sales or customer-facing organization lived inside calls that nobody had time to revisit. Without conversation intelligence, deal patterns, objections, and customer language disappear after every conversation.

From the patterns I evaluated, the recurring benefits include:

- Reviewers describe automatic recaps with action items as the feature that saves the most time, replacing fifteen minutes of CRM updates after every call.
- Many appreciate talk-time and speaker contribution analytics because they make coaching specific instead of subjective.
- Users mention deal-pattern detection, where the platform highlights what winning calls do differently from losing ones.
- Several point to the value of voice-of-customer search, where marketing and product teams replay how prospects describe pain in their own words.


  ### Who uses conversation intelligence software primarily?
  After analyzing reviewer profiles, I noticed the audience extends past sales:

- **Account executives** use recordings to revisit objections and prepare for the next conversation.
- **Sales managers and enablement leads** use call libraries to coach reps with real examples instead of role-play scripts.
- **Product and marketing teams** extract customer language, objections, and feature requests directly from calls.
- **Customer success teams** capture meeting notes, action items, and risk signals from client check-ins.


  ### What types of conversation intelligence software should I consider?
  I've categorized the tools reviewers talk about into a few core patterns:

- **Coaching-focused platforms** centered on deal patterns, talk ratios, and team libraries for sales enablement.
- **Meeting summary tools** optimized for fast recaps, action items, and CRM logging across any call type.
- **Multi-channel call tracking** that ties phone calls back to marketing campaigns and ad sources.
- **Roleplay and practice platforms** where reps drill objection handling against AI before live calls.

Your right fit depends on whether you want a coaching system, a notetaker, an attribution tool, or a practice environment.


  ### What are the core features to look for in conversation intelligence software?
  From the review patterns I evaluated, the strongest platforms tend to include:

- Accurate transcription that handles accents, audio noise, and overlapping speakers.
- Automatic summaries with action items and timestamps for key moments.
- Talk-ratio and speaker analytics that surface coachable behaviors.
- Searchable libraries with tags and topic clustering across all recorded calls.
- CRM auto-population of notes, next steps, and attendees.
- Privacy controls and consent handling that meet recording regulations.


  ### What trends are shaping conversation intelligence software right now?
  Based on my recent deep dive into reviewer discussions, I see several key developments reshaping the conversation intelligence space:

- **AI summaries** have become accurate enough that reviewers describe trusting them as primary CRM notes without manual editing.
- **Botless capture** is replacing the notetaker-as-extra-attendee experience, addressing the awkwardness reviewers describe in client meetings.
- **Live coaching during calls** is appearing in newer products, with real-time transcripts and prompts shown to reps mid-conversation.
- **Roleplay and practice agents** are emerging so reps can drill objections against AI before they ever talk to a prospect.
- **Voice-of-customer pipelines** are flowing into product and marketing systems, not just sales coaching.


  ### How should I choose conversation intelligence software?
  For me, the strongest conversation intelligence tools are the ones that capture every relevant call, summarize them accurately, and surface the patterns that change behavior. When transcription, coaching, and CRM logging work together, conversation data stops being a passive archive and starts driving decisions.



---

  ## What Are the Top-Rated Conversation Intelligence Software Products in 2026?
### 1. [Score AI](https://www.g2.com/products/score-ai/reviews)
  **Product Description:** Score AI helps customer service leaders automatically audit all customer interactions. This automates QA and training. The tool extracts insights using scorecards for personalized coaching and decisions.


### 2. [Semarize](https://www.g2.com/products/semarize/reviews)
  **Product Description:** Semarize is the conversational intelligence API that turns conversations into structured data.


### 3. [Speechlog AI Analytics](https://www.g2.com/products/speechlog-ai-analytics/reviews)
  **Product Description:** In a demanding environment where every customer conversation matters, traditional call monitoring doesn’t capture the full picture. Achieving excellence requires deeper understanding of customers’ needs and satisfaction drivers​ Speechlog AI Analytics provides real actionable insights that can change the way you operate​​ Customer Insights Analyze every interaction to reveal hidden patterns, customer sentiment, and key drivers behind customer satisfaction​ Agents Performance Identify issues and areas where agents need to uplift their skills, allowing for better improvement planning​ Pattern Analysis Identify trends and reasons of calls to help you tailor customer responses and improve service strategies Compliance Detect breaches and risks and ensure that all interactions align with standards and requirements​


### 4. [SpikedAI](https://www.g2.com/products/spikedai/reviews)
  **Product Description:** SpikedAI is a Cognitive Revenue Intelligence platform that helps B2B sales teams perform at peak in the moments that determine deal outcomes, before, during, and after every sales conversation. Designed for revenue organisations ranging from growth-stage teams to large enterprises, SpikedAI delivers real-time AI assistance inside live sales calls, automates post-call workflows, and AI-powered rep coaching through a single unified platform. Unlike traditional conversation intelligence tools that analyse calls only after they end, SpikedAI operates during the live conversations, surfacing verified answers from a company’s own knowledge base in seconds, tracking buyer sentiment in real-time, and flagging qualification gaps as they emerge. The platform is built on Google Cloud infrastructure and is a member of NVIDIA’s Inception Program. SpikedAI serves account executives, sales managers, CROs, and RevOps leaders in B2B environments where deal complexity, rep ramp time, and quota attainment are critical operational challenges. The platform consolidates what typically requires four to six separate point solutions, notetakers, CRM sync tools, coaching platforms, research tools, and enablement software, into one connected system. Core capabilities include: • Cognitive Hub: Delivers real-time intelligence during live conversations through Live Assist, Answer Assist, and Intelli-Assist, surfacing the right guidance at the right moment without interrupting the flow of the call. • Knowledge Hub: Gives reps instant access to verified, up-to-date information at the moment they need it, drawing from personalised content, a web agent, and continuous AI Tune-Up to ensure every response reflects current product, pricing, and competitive positioning. • Customer Hub: Synthesises deep customer context before every interaction, combining Know Your Customer intelligence, dynamic research, and live customer signals so reps enter every conversation fully prepared. • Conversation Hub: Captures, analyses, and transforms every conversation into structured intelligence, with real-time analysis, built-in templates, and unlimited customisation to match any sales methodology or team workflow. SpikedAI was founded by operators who collectively closed over $1 billion in ARR and is headquartered in Palo Alto, California. The platform is used by B2B revenue teams targeting faster rep ramp, higher quota attainment, and consistent execution across every rep and every conversation.


### 5. [Twilio Voice Intelligence](https://www.g2.com/products/twilio-voice-intelligence/reviews)
  **Product Description:** Turn customer calls into actionable data insights with machine learning


### 6. [Valfred](https://www.g2.com/products/valfred/reviews)
  **Product Description:** Your reps lose deals because they don't have the right answer at the right moment. Valfred fixes that. Valfred is a real-time AI sales assistant that provides live call coaching for B2B sales teams. Not post-call analytics. Real-time guidance, during the conversation. THE PROBLEM Most conversation intelligence tools record and analyze calls after they happen. By the time the manager spots a deal going sideways, it's too late to save it. The result: reps lose deals because they didn't have the right information at the right moment. The perfect case study exists, but it stayed buried in a Drive folder. The objection response was known, but the rep couldn't recall it under pressure. THE VALFRED DIFFERENCE Valfred jumps in during the conversation, not after. The AI sales copilot analyzes the exchange in real-time and displays the information your rep needs at the exact moment they need it. Prospect says "it's too expensive"? The recommended response appears. They mention a competitor? The battlecard pops up. They work in manufacturing? The relevant customer story surfaces automatically. RESULTS Teams using Valfred typically see: - +25% improvement in close rates - 30-45 minutes saved per rep per day - 15-20% reduction in sales cycle length - New rep ramp-up time cut in half FEATURES Real-time objection detection When a prospect raises an objection, Valfred identifies it instantly and displays the recommended response with supporting arguments. Contextual customer stories Based on the prospect's industry and company size, Valfred automatically suggests the most relevant case study or testimonial. Dynamic battlecards As soon as a competitor is mentioned, the comparison card appears with key differentiators and proof points. CRM auto-fill Recording, transcription, AI-generated summary, and automatic sync to your CRM. Next steps, objections, and buying signals extracted with zero manual entry. Prospect-to-customer chat Your prospects can chat directly with your existing customers through a secure channel. Anonymous, semi-anonymous, or named based on your preferences. Close probability scoring After each call, Valfred generates a conversion score based on signals detected during the conversation. INTEGRATIONS Valfred connects natively to Salesforce, HubSpot, Pipedrive. Setup takes less than 10 minutes with no changes to your existing workflows. WHO IT'S FOR B2B startups and SMBs with sales teams of 1 to 50 reps looking for real-time sales coaching without the complexity of enterprise platforms. Built in Europe with GDPR-first architecture, no seat minimums required. PRICING Free: $0 1 customer story, 1 battlecard, 1 assisted call Starter: $29/month per user 15h of calls, 5 customer stories, 3 battlecards, CRM auto-fill Pro: $59/month per user 60h of calls, unlimited stories and battlecards, real-time audio copilot Enterprise: custom pricing SSO, custom integrations, dedicated support Free trial available, no credit card required. SECURITY AND COMPLIANCE GDPR-first architecture. Data hosted in the European Union. End-to-end encryption. No data sold to third parties. Built for teams selling into Europe and privacy-conscious markets.


### 7. [Virtual Meetings Pro](https://www.g2.com/products/virtual-meetings-pro/reviews)
  **Product Description:** A video-first emotionally intelligent Virtual Assistant for B2B Sales teams, that reduces admin tasks & enables sales teams to understand intent & behavior using emotion & engagement cues. It combines different emotion ai technologies, including facial coding, eye tracking, speech transcription, audio tonality, and voice transcription along with a meeting bot to enhanced assistance in virtual meetings. Augmented Intelligence to sell smarter! For Sales Reps: - Reduce time spent on admin tasks - Enable data-led self-coaching - Provide insights for deal estimation For Sales Ops: - Instant access to deal information - Engagement-led sales estimations - Data-led training-gap identification For Customer Success: - Sharing voice-of customer-voice - Data-driven account health - Reduce time spent on admin tasks


### 8. [WEAF AI](https://www.g2.com/products/weaf-ai/reviews)
  **Product Description:** At WEAF AI, we’re redefining the way businesses connect, engage, and grow using intelligent voice automation. We specialize in AI-powered sales and customer support agents that handle real-time conversations, appointment scheduling, follow-ups, and lead qualification — all without human intervention. Founded with a vision to empower small and medium businesses with cutting-edge AI, our platform offers seamless integration, multilingual support, and compliance with key data regulations like HIPAA and GDPR. Whether it’s a startup needing a 24/7 sales assistant or an enterprise looking to automate routine calls, WEAF AI delivers fast, scalable, and affordable solutions that save both time and money. We’re proud of the impact our technology is making: increasing conversions, reducing response times, and enabling teams to focus on high-value work. As of this month, we’ve helped save our clients over $20,000 collectively — and we’re just getting started. Customer satisfaction and ethical AI use sit at the core of what we do. We value transparency, speed, and outcomes. Try us once — and you’ll wonder how you ever did business without WEAF AI.



    ## What Is Conversation Intelligence Software?
  [Sales Acceleration Software](https://www.g2.com/categories/sales-acceleration)
  ## What Software Categories Are Similar to Conversation Intelligence Software?
    - [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)

  
---

## 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**