12 Best Conversation Analytics Software Platforms in 2026

Every sales and support call carries information that never makes it into a CRM: tone, hesitation, the exact moment a prospect started losing interest. Without a system built to catch it, that information disappears the second the call ends.

That blind spot costs revenue long before anyone notices it. A rep who over-talks a prospect or misses a buying signal keeps doing it until someone happens to listen in, and for growing teams adding reps faster than managers can review calls, that gap only widens.

Conversation analytics software closes that gap automatically, turning every call into searchable, scored data: sentiment, talk-to-listen ratios, and summaries, without a separate reviewer. Below, we compare the 12 best conversation analytics platforms on the market, so you can find the one that fits your team’s size, budget, and use case, whether that’s sales, support, or both.

How We Evaluated the Best Conversation Analytics Software in 2026

To build this list, we tested each platform’s transcription accuracy, sentiment scoring, and AI summaries against real sales and support calls, then cross-referenced results against hundreds of verified reviews on G2, Capterra, and Reddit. Our focus was on teams of 5 to 500 agents looking for conversation intelligence that goes beyond a basic call recording.

We evaluated every platform against five key criteria:

What Is the Best Conversation Analytics Software in 2026?

CloudTalk is our top pick for growing teams that want a single conversation analytics platform built into the phone system they already use to make calls. Instead of adding a specialist tool on top of your existing setup, CloudTalk’s AI Conversation Intelligence add-on turns every call into a searchable summary, a sentiment score, and a talk-to-listen ratio the moment the call ends. And it only costs $9/month on top of your subscription.

One size doesn’t fit all, though. That’s why the section below covers all 12 conversation analytics platforms that made our list, so you can compare features, pricing, and ratings side by side.

12 Best Conversation Analytics Software Platforms: Full Breakdowns

1. CloudTalk: Best Conversation Analytics Software for SMBs Needing Built-In Calling and Reliable CRM Syncing

What Is CloudTalk?

CloudTalk turns conversations of growing sales and support teams into actionable AI-powered business intelligence. This cloud-based phone system offers a next-gen conversation analytics software as an add-on to any plan (for just $9/month), so teams get call summaries, sentiment scores, and coaching data without adding a second tool or a second bill.

What Are CloudTalk’s Key Features?

What Are CloudTalk’s Key Integrations?

CloudTalk connects natively with 100+ popular apps, including the major players like Salesforce, HubSpot, Pipedrive, Zendesk. This way, all conversation data from your sales and support calls syncs to the systems your team already works from, completely eliminating manual work.

What Are CloudTalk’s Pros and Cons?

Who Is CloudTalk Best For?

Growing SMBs that need both a reliable phone system and conversation intelligence get the most from CloudTalk. It’s particularly valuable for international teams that need clear calls across multiple countries, not just a domestic dial tone.

How Much Does CloudTalk Cost?

CloudTalk’s pricing starts at $25/user/mo (billed annually), with the following plans available:

What Are Real Users Saying About CloudTalk?

Reviewers consistently highlight CloudTalk’s ease of setup, its global local-number coverage, and how conversation data flows automatically into the CRM and reporting dashboard. The most common criticism is occasional call-quality hiccups and a learning curve on the more advanced call-flow features.

What Is CloudTalk’s G2 Rating and Review Count?

CloudTalk’s current G2 rating is 4.4/5, out of 1,800+ verified user reviews. On Capterra, CloudTalk holds a 4.4/5 rating, out of 250+ reviews.

2. Gong: Best Conversation Analytics Software for Enterprise Revenue Intelligence

What Is Gong?

Known as “the revenue intelligence platform,” Gong combines conversation analysis with deal intelligence. Its AI engine processes sales calls, emails, and web conferences to predict deal outcomes and guide revenue strategy.

What Are Gong’s Key Features?

What Are Gong’s Key Integrations?

Gong integrates with Salesforce, HubSpot, Microsoft Teams, Zoom, Slack, and 100+ other tools.

What Are Gong’s Pros and Cons?

Who Is Gong Best For?

Enterprise sales organizations with large teams and complex sales cycles get the most from Gong. It fits businesses that are already heavily invested in data-driven sales strategy.

How Much Does Gong Cost?

Gong’s pricing is only available upon request, since the platform is priced by team size under an annual contract.

What Are Real Users Saying About Gong?

Reviewers consistently praise Gong’s automatic call recording, transcription, and AI-generated summaries as strong tools for coaching and self-review, and its also considered a great quality assurance platform. The most common complaints are occasional transcription accuracy issues and a longer ramp-up period before teams feel they’re getting full value.

What Is Gong’s G2 Rating and Review Count?

Gong’s current G2 rating is 4.7/5, out of 6,600+ verified user reviews, the highest review count of any tool on this list. On Capterra, Gong holds a 4.8/5 rating, out of 500+ reviews.

See our Gong Review or explore Gong Alternatives for a closer look.

3. HubSpot: Best Conversation Analytics Software for Teams Already Living in a CRM

What Is HubSpot?

HubSpot’s conversation intelligence tools live inside the platform’s Sales Hub. They unify sales performance and conversation analysis data, so teams can see how calls move prospects through the deal pipeline and spot where deals stall.

What Are HubSpot’s Key Features?

What Are HubSpot’s Key Integrations?

HubSpot connects with Salesforce, Gmail, Outlook, Slack, Zoom, and 1,000+ tools through the HubSpot App Marketplace.

What Are HubSpot’s Pros and Cons?

Who Is HubSpot Best For?

Enterprise-level organizations looking for an all-in-one sales solution with strong data analytics get the most out of HubSpot.

How Much Does HubSpot Cost?

HubSpot’s Sales Hub pricing starts with a free plan with limited features. For more advanced workflows, you can choose from the following plans:

What Are Real Users Saying About HubSpot?

Reviewers consistently praise HubSpot’s ease of use and how it centralizes the sales workflow, from pipeline tracking to call recording and analysis, in one place. The most common complaints center on pricing that jumps sharply between tiers and feature limitations that surface as sales teams scale.

What Is HubSpot’s G2 Rating and Review Count?

HubSpot’s current G2 rating is 4.4/5, out of 13,800+ real user reviews. On Capterra, HubSpot holds a 4.5/5 rating, an average from 4,400+ reviews.

4. Zonka Feedback: Best for Analyzing Customer Feedback and Sentiment

What Is Zonka Feedback?

Zonka Feedback is an AI-powered customer feedback and intelligence platform. It analyzes conversations and open-ended feedback across customer touchpoints, turning text-heavy input from surveys, support interactions, and digital channels into clear themes, sentiment, and actionable insights.

What Are Zonka Feedback’s Key Features?

What Are Zonka Feedback’s Key Integrations?

Zonka Feedback integrates with Salesforce, HubSpot, Intercom, Zendesk, Slack, and 40+ other tools.

What Are Zonka Feedback’s Pros and Cons?

Who Is Zonka Feedback Best For?

Teams that want to analyze customer conversations and open-ended feedback with AI, and connect the insights directly to CX metrics like NPS and CSAT, get the most from Zonka Feedback.

How Much Does Zonka Feedback Cost?

Zonka Feedback’s pricing is only available upon request, since the platform quotes based on team size and channel mix.

What Are Real Users Saying About Zonka Feedback?

Reviewers consistently highlight Zonka Feedback’s ease of use, flexible survey customization, and responsive support as its biggest strengths. The most common criticism is that the interface and options can feel overwhelming for new users without more onboarding guidance.

What Is Zonka Feedback’s G2 Rating and Review Count?

Zonka Feedback’s current G2 rating is 4.7/5, out of 80+ verified user reviews. On Capterra, it holds a 4.8/5 rating from 60+ reviews.

5. Chorus: Best Conversation Analytics Software for B2B Teams Needing Deal Intelligence With Enriched Data

What Is Chorus?

Part of ZoomInfo’s revenue platform, Chorus specializes in conversation analytics for B2B sales teams. The platform emphasizes deal momentum tracking and sales methodology adherence.

What Are Chorus’s Key Features?

What Are Chorus’s Key Integrations?

Chorus integrates with ZoomInfo, Salesforce, HubSpot, Microsoft Teams, Zoom, and major CRM platforms.

What Are Chorus’s Pros and Cons?

Who Is Chorus Best For?

B2B sales teams already using ZoomInfo who need deep conversation insights integrated with their existing tech stack get the most from Chorus.

How Much Does Chorus Cost?

Chorus’s pricing is only available upon request, since the platform is bundled with ZoomInfo subscriptions under an enterprise-focused pricing model.

What Are Real Users Saying About Chorus?

Reviewers consistently praise Chorus for its call-capture accuracy and the coaching insights it surfaces from sentiment and conversation-pattern analysis. The most common complaints are its price point and inconsistent AI summary quality that often needs human editing.

What Is Chorus’s G2 Rating and Review Count?

After ZoomInfo consolidated its products into unified G2 listings, Chorus’s standalone profile was taken down. ZoomInfo’s GTM Studio, which now covers Chorus’s conversation intelligence capability, holds a 4.5/5 rating from 3,500+ reviews on the broader ZoomInfo platform, not Chorus specifically. On Capterra, Chorus’s entry is still live and the platform holds a 4.5/5 rating, out of 60+ verified reviews.

6. Outreach: Best for Combining Sales Engagement Workflows With Conversation Insights

What Is Outreach?

Outreach has evolved from a sales engagement platform to include robust conversation intelligence. The platform focuses on revenue execution, combining sales sequences with AI-powered conversation analysis.

What Are Outreach’s Key Features?

What Are Outreach’s Key Integrations?

Outreach integrates with Salesforce, HubSpot, LinkedIn Sales Navigator, Zoom, Microsoft Teams, and 90+ other tools.

What Are Outreach’s Pros and Cons?

Who Is Outreach Best For?

Sales organizations looking to combine engagement automation with conversation intelligence in one platform get the most from Outreach.

How Much Does Outreach Cost?

Outreach’s pricing is only available upon request, with additional costs for AI features on top of the base contract.

What Are Real Users Saying About Outreach?

Reviewers consistently praise Outreach’s workflow automation and reporting depth, along with its deep, bi-directional Salesforce integration. The most common complaints are a complex initial setup and a cost of entry that includes steep implementation fees.

What Is Outreach’s G2 Rating and Review Count?

Outreach’s current G2 rating is 4.3/5, out of 3,500+ reviews. On Capterra, it holds a 4.4/5 rating from 300+ reviews.

7. Dialpad: Best for Unified Communications With Built-In Conversation Analytics

What Is Dialpad?

Dialpad offers AI-native communications with built-in conversation analytics. The platform emphasizes real-time assistance and automated post-call analysis.

What Are Dialpad’s Key Features?

What Are Dialpad’s Key Integrations?

Dialpad connects with Salesforce, HubSpot, Zendesk, Microsoft Teams, Google Workspace, and 70+ other tools.

What Are Dialpad’s Pros and Cons?

Who Is Dialpad Best For?

Companies seeking unified communications with integrated conversation analytics capabilities get the most from Dialpad.

How Much Does Dialpad Cost?

Dialpad’s pricing starts at $15/user/mo (billed annually), with the following plans available:

What Are Real Users Saying About Dialpad?

Reviewers consistently praise Dialpad’s AI-powered transcription and summaries, along with its call quality and unified messaging. The most common complaints are slow customer support and frustration with auto-renewal and contract terms when leaving the service.

What Is Dialpad’s G2 Rating and Review Count?

Dialpad’s current G2 rating is 4.4/5, out of 4,100+ verified user reviews. On Capterra, it holds a 4.2/5 rating from roughly 200 reviews.

8. JustCall: Best for Small Businesses Needing Basic Conversation Analytics

What Is JustCall?

JustCall combines a cloud phone system with conversation intelligence capabilities focused on small business needs.

What Are JustCall’s Key Features?

What Are JustCall’s Key Integrations?

JustCall integrates with HubSpot, Salesforce, Pipedrive, Zoho CRM, Slack, and 100+ other tools.

What Are JustCall’s Pros and Cons?

Who Is JustCall Best For?

Small businesses needing basic conversation analytics integrated with their phone system get the most from JustCall.

How Much Does JustCall Cost?

JustCall’s pricing starts at $29/user/mo (2-seat minimum, billed annually), with the following plans available:

What Are Real Users Saying About JustCall?

Reviewers consistently praise JustCall’s ease of use and its CRM integration, along with its AI-powered call transcription and summaries. The most common complaint by a wide margin is call reliability, including dropped calls and connection issues.

What Is JustCall’s G2 Rating and Review Count?

JustCall’s current G2 rating is 4.3/5, out of 2,300+ verified user reviews. On Capterra, it holds a 4.1/5 rating averaged from 200+ reviews.

9. CallMiner Eureka: Best for Large Contact Centers Requiring Compliance Analytics

What Is CallMiner Eureka?

CallMiner Eureka is a specialized analytics platform focused on contact center interactions and customer experience insights. It’s built for enterprises that need comprehensive interaction analytics across multiple channels, with strong compliance monitoring built in.

What Are CallMiner Eureka’s Key Features?

What Are CallMiner Eureka’s Key Integrations?

CallMiner Eureka integrates with Salesforce, Amazon Connect, Genesys, NICE inContact, and major CCaaS (Contact Center as a Service) platforms.

What Are CallMiner Eureka’s Pros and Cons?

Who Is CallMiner Eureka Best For?

Large contact centers and enterprises requiring comprehensive interaction analytics across multiple channels get the most from CallMiner Eureka.

How Much Does CallMiner Eureka Cost?

CallMiner Eureka’s pricing is only available upon request, using module-based licensing under annual contracts.

What Are Real Users Saying About CallMiner Eureka?

Reviewers consistently praise CallMiner Eureka’s depth of customization and its real-time quality scoring and dashboard analytics. The most common complaint is a steep learning curve, with new users needing significant training time to get the most out of it.

What Is CallMiner Eureka’s G2 Rating and Review Count?

CallMiner Eureka’s current G2 rating is 4.5/5, out of 200+ verified user reviews. On Capterra, it holds a 4.6/5 rating, but doesn’t even have 10 reviews.

10. Convin: Best for Growing Sales Teams Needing Affordable Coaching

What Is Convin?

Convin is an emerging player focused on sales conversation intelligence, with an emphasis on coaching and revenue optimization.

What Are Convin’s Key Features?

What Are Convin’s Key Integrations?

Convin integrates with Salesforce, HubSpot, Freshdesk, Zoom, Google Meet, and major dialers.

What Are Convin’s Pros and Cons?

Who Is Convin Best For?

Growing sales teams looking for affordable conversation intelligence with coaching capabilities get the most from Convin.

How Much Does Convin Cost?

Convin’s pricing is only available upon request, so contact Convin directly for a quote.

What Are Real Users Saying About Convin?

Reviewers consistently praise Convin’s intuitive interface (or ease of use) and responsive customer support, along with its flexible reporting and real-time analytics. The most common complaint is a learning curve for new users and occasional delays before calls surface on the dashboard.

What Is Convin’s G2 Rating and Review Count?

Convin’s current G2 rating is 4.7/5, out of 500+ verified user reviews. On Capterra, it holds a near-perfect 4.9/5 rating out of 200+ reviews.

11. Iovox: Best for Marketing Teams Needing Call Tracking With Analytics

What Is Iovox?

Iovox focuses on conversation analytics with a strong emphasis on call tracking and marketing attribution.

What Are Iovox’s Key Features?

What Are Iovox’s Key Integrations?

Iovox integrates with Google Analytics, Salesforce, HubSpot, and custom webhook-based integrations.

What Are Iovox’s Pros and Cons?

Who Is Iovox Best For?

Marketing teams needing call tracking with basic conversation analytics capabilities get the most from Iovox.

How Much Does Iovox Cost?

Iovox no longer publishes fixed pricing tiers. Every deployment is custom-scoped to your channels and call volume, with indicative starting costs (mention in the online space and suggested by their website) shown below:

What Are Real Users Saying About Iovox?

Iovox doesn’t have a meaningful public review sample at the time of writing, so there’s no representative sentiment to summarize here. Its customer stories page highlights results across automotive, real estate, and hospitality brands using its call tracking and AI Insights.

What Is Iovox’s G2 Rating and Review Count?

Iovox holds a 4.5/5 rating on G2, based on a single review, too small a sample for a reliable read. It doesn’t have a matching, verified Capterra listing.

12. EnthuAI: Best for Tech-Savvy Teams Experimenting With GPT-Powered Analytics

What Is EnthuAI?

EnthuAI is a new AI-focused conversation intelligence platform targeting small to medium businesses.

What Are EnthuAI’s Key Features?

What Are EnthuAI’s Key Integrations?

EnthuAI integrates with HubSpot, Salesforce, Zoom, Google Meet, and major dialer platforms.

What Are EnthuAI’s Pros and Cons?

Who Is EnthuAI Best For?

Tech-savvy teams wanting to experiment with the newest AI conversation analytics capabilities get the most from EnthuAI.

How Much Does EnthuAI Cost?

EnthuAI’s pricing is only available upon request, so contact EnthuAI directly for a quote.

What Are Real Users Saying About EnthuAI?

Reviewers consistently highlight EnthuAI’s transcription accuracy and its ability to quickly surface key moments from a call, praising its ease of use for QA and coaching workflows. Feedback also points to a need for more industry-specific customization, and the overall reviewer sample is still fairly small, so treat this as directional rather than definitive.

What Is EnthuAI’s G2 Rating and Review Count?

EnthuAI’s current G2 rating is a stellar 4.9/5, but only out of 40+ verified user reviews. On Capterra, it holds an equally amazing 4.8/5 rating, but the review sample is even thinner.

What Is Conversation Analytics Software and How Does It Work?

Conversation analytics is the process of using AI and natural language processing (NLP) to analyze customer interactions. Used especially in call centers, the software automatically extracts key topics, measures agent performance through talk-to-listen ratios, and identifies emotional trends to help managers improve service quality and sales conversion rates.

As Yellowfin BI’s history of chatbots¹ recounts, ELIZA, the first chatbot, could only ask, “How does that make you feel?” Sales teams faced similar limitations. They relied on manual note-taking, gut feelings, and incomplete data to gauge call success. Missing crucial details meant missing revenue opportunities.

Fast forward to today. Modern conversation analytics software, sometimes marketed as a conversation intelligence platform, transforms every customer interaction into actionable insights. Teams capture the exact moments when prospects show buying signals. Support agents identify customer frustration before it escalates. Managers spot coaching opportunities within seconds of call completion.

The system processes conversations through multiple analytical layers:

Together, these layers are what separate a true conversation intelligence platform from a basic call recorder. Different industries use this conversation intelligence software in unique ways. Sales teams track competitive mentions and buying signals. Customer service departments monitor satisfaction trends. Healthcare providers ensure compliance during patient interactions. Financial institutions detect risk factors in client communications. eCommerce companies analyze customer journey touchpoints.

Modern conversation analytics platforms go beyond keyword spotting with four specific capabilities: intent detection (what a customer is actually trying to accomplish), drop-off rate analysis (the exact moments prospects disengage or hang up), resolution scoring (whether an issue got resolved, without a human reviewer), and topic clustering (grouping thousands of calls by theme to surface trends no single call reveals).

Teams that deploy conversation analytics report measurable gains in four areas: higher first-call resolution as agents get coached on failure patterns, better conversion as winning talk tracks get replicated, lower compliance risk from monitoring every call instead of a sample, and higher satisfaction scores as friction points get fixed at scale.

How Does AI Conversation Analytics Work?

Most AI-powered conversation analytics solutions follows a similar pipeline, regardless of vendor.

Is Conversation Analytics Different From Speech Analytics?

Even the best speech analytics software mostly focuses on “what” was said: the words and phrases themselves. Conversation analytics software adds the deeper layer of “how” and “why,” analyzing sentiment shifts, talk-to-listen ratios, and the context behind the dialogue for more actionable intelligence than keyword spotting alone.

Key Benefits of Conversation Analytics Software for Small Businesses

According to Market Research Future’s conversation intelligence market report², adoption is accelerating fastest among small and mid-sized businesses, and it’s easy to see why. A 10 to 200-person sales or support team sees the payoff faster than an enterprise contact center does, because the insight gap is bigger and there’s no dedicated QA team already covering it.

Conversation Analytics for Sales Teams vs. Support Teams

Transcription, sentiment scoring, and tagging are the same underlying technology in every conversation analytics tool. What differs is which job that technology needs to do.

What Sales Teams Need From Conversation Analytics

Sales teams care about what predicts a closed deal. Sales conversation analytics tracks talk-to-listen ratios during discovery calls, flags competitor mentions and pricing objections, and surfaces which talk tracks correlate with won opportunities, all in service of coaching reps to replicate what top performers do.

Platforms like Gong, Chorus, and Outreach build almost entirely around this, layering deal-risk scoring and win-loss analysis on top of transcription and sentiment.

For SMB sales teams with 5 to 50 reps, CloudTalk provides the same AI insights, call summaries, sentiment scoring, and transcript search, built directly into the phone system, no separate tool required.

What Support Teams Need From Conversation Analytics

Support teams care about resolution, not conversion. That shifts priority toward sentiment shifts within a single call, first-call resolution rates, and catching compliance issues like missed disclosures in regulated industries.

CallMiner Eureka and Zonka Feedback lean toward this side of the category, built for CX and QA teams rather than sales coaching.

Teams running both a sales line and a support line off the same platform, CloudTalk’s core use case, need reporting that separates the two. CloudTalk includes real-time sentiment alerts for mid-call intervention and automated call scoring for post-call QA, without the enterprise price tag.

How to Choose the Right Conversation Analytics Software

We built this checklist the way an actual buyer would compare interaction analytics software: reading G2 and Capterra reviews line by line, cross-referencing Gartner and TrustRadius buyer guidance, and following unfiltered Reddit threads where sales and support leaders complain about the tools they already bought. Marketing pages agree on almost everything. Real users only agree on what’s actually painful.

That research consistently surfaces the same six decision points.

Why CloudTalk Is the Best AI Conversation Analytics Solution for Growing Teams

CloudTalk’s conversation analytics and AI Voice Agents live inside the same platform reps already use to dial and receive calls, no separate specialist tool required.

Ready to Try the Best Conversation Analytics Software?

The 12 platforms above cover the full spectrum, from enterprise revenue intelligence (Gong, Chorus, Outreach) to CRM-embedded insight (HubSpot) to compliance-first analytics (CallMiner Eureka, Zonka Feedback).

If you’re running a phone system and a separate analytics tool side by side, that’s one bill and one login too many. CloudTalk offers both under one hood, and here’s why growing sales and support teams choose it instead of the other solutions on our list:

• Built in, not bolted on: Sentiment scoring, AI summaries, and talk-to-listen ratios ship inside the same phone system your reps already use to dial and receive calls.
• Priced for growing teams: Plans start at $25/user/month, with the AI Conversation Intelligence add-on layered on top, not locked behind an enterprise-only tier.
• One tool for sales and support: Reports on both call types separately, so you don’t need two subscriptions to cover two use cases.
• Proven at scale: Teams like Integrity360 saw a 3x increase in SDR pickup rates after moving onto CloudTalk.
• Strong reviews: A 4.4/5 rating on G2 from 1,800+ verified reviews, one of the best scores among tools that combine telephony with conversation intelligence.

Stop guessing what happened on a call. Start knowing.

Sources:

1. Yellowfin BI
2. Market Research Future