24 Best Conversation Intelligence Software in 2026: Pricing & Reviews
TL;DR of the Best Conversation Intelligence Platforms
And here are the top 10!
- CloudTalk: Best Conversational Intelligence Software With Real-Time Transcripts
- Gong: Best for Revenue-Focused Sales Organizations
- HubSpot Conversation Intelligence: Best for CRM-Integrated Call Coaching
- Microsoft Bot Framework: Best for Developers Building Omnichannel Bots
- Jiminny: Best for Real-Time Sales Coaching
- Google Dialogflow: Best for Multilingual Conversational Interfaces
- Kore.ai: Best for Complex Enterprise Workflows
- LivePerson: Best for AI Messaging
- Verint: Best for Omnichannel Analytics
- Genesys: Best for Enterprise Contact Center Automation
See conversation intelligence built into your phone system
Best Conversation Intelligence Software: Comparison Table
| Provider | Key Features | Best For | Starting Price | G2 Rating |
|---|---|---|---|---|
| CloudTalk | AI transcript search, sentiment analysis, routing | Real-time transcripts and CRM sync | $25/user/month + $9/user/month CI add-on | 4.4/5 (1851+ reviews) |
| Gong | AI insights, deal intelligence, forecasting | Revenue-focused sales orgs | Custom quote (3-seat minimum) | 4.7/5 (6,471+ reviews) |
| HubSpot Conversation Intelligence | Keyword monitoring, CRM integration, enrichment | Enterprise teams on HubSpot CRM | $150/user/month (Sales Hub Enterprise) | 4.4/5 (35,766+ reviews, HubSpot overall) |
| Microsoft Bot Framework | Omnichannel deployment, LUIS, Azure connectivity | Microsoft/Azure developers | Free tier; $0.50/1,000 messages + Azure usage | 4.5/5 (10 reviews, as Azure AI Bot Service) |
| Jiminny | Live coaching, automated call logging, scoring | Real-time sales coaching | Custom quote (14-day free trial) | 4.6/5 (250+ reviews) |
| Google Dialogflow | Low-code NLU, multilingual support, Dialogflow CX | Multilingual conversational interfaces | $600 credit, then usage-based | Not isolated on G2 (fragmented listings) |
| Kore.ai | Advanced NLP, omnichannel deployment, custom workflows | Enterprise workflow automation | Custom quote | 4.6/5 (463+ reviews) |
| LivePerson | Conversational commerce, agent assist, cross-channel messaging | Voice-to-messaging shift | Custom quote | 4.3/5 (391+ reviews) |
| Verint | Speech analytics, automated QM, workforce optimization | Omnichannel speech analytics | Custom quote | 4.4/5 (~950-1,050 reviews) |
| Genesys | Predictive engagement, AI chatbots, omnichannel routing | Enterprise contact center automation | From ~$75/user/month (CX 1) | 4.4/5 |
| Salesforce Einstein Bots | Native Salesforce integration, AI automation | Existing Salesforce customers | ~$75/user/month (add-on) | 4.3/5 (Salesforce Einstein overall) |
| Avoma | Real-time transcription, keyword tracker, talk ratio | Free meeting assistant | Free plan; paid from $19/user/month | 4.6/5 (1,352+ reviews) |
| NVIDIA Riva | ASR, TTS, low-latency GPU processing | High-performance voice AI apps | Free for dev; from $22,500/GPU/year commercial | Not clearly isolated on G2 |
| Rasa | Open-source NLU, dialogue management, on-prem | Full data control and customization | Free developer edition; Growth from ~$35,000/year | 4.0/5 (11 reviews) |
| Botpress | Visual flow builder, custom NLU, on-prem hosting | Open-source chatbot builders | Free tier; Plus from ~$89/month | 4.5/5 (486+ reviews) |
| Hugging Face Transformers | Pre-trained models, open-source library, fine-tuning | Custom NLP app development | Free; Pro $9/month | 4.1/5 (8 reviews) |
| Drift (Now Salesloft) | AI lead qualification, landing pages, CRM integration | B2B chat pipelines | Custom quote | 4.4/5 (1,200+ reviews) |
| Ada | No-code bot builder, personalized journeys, multilingual | No-code support automation | Custom quote | 4.6/5 (169 reviews) |
| CallMiner | Omnichannel analytics, sentiment analysis, scoring | QA and compliance analytics | Custom quote (30-day free trial) | 4.5/5 (235+ reviews) |
| Intercom | Customizable chatbots, proactive messaging, CRM | SaaS onboarding and engagement | $29/seat/month (Essential) | 4.5/5 (3,880+ reviews) |
| Yellow.ai | Omnichannel automation, dynamic AI, no-code dev | Scalable cross-channel AI | Free tier; Premium custom quote | 4.4/5 |
| Tars | Chat-driven landing pages, drag-and-drop builder | SMB lead generation via chat | $99/month | 4.6/5 (172 reviews) |
| Conversica | AI sales assistants, CRM integration, email engagement | Automating lead follow-up | From $2,999/month | 4.5/5 (187 reviews) |
| Ultimate.ai | AI support automation, CRM integration, multi-language | eCommerce/SaaS support scaling | Custom quote | Not confirmed (post-acquisition listing) |
What Is Conversation Intelligence Software?
Conversation intelligence software is call-recording and analytics software that turns sales and support calls into searchable transcripts and layers on AI analysis: sentiment scoring, topic detection, deal-risk flags, and automatic CRM updates. Instead of a manager sampling a handful of calls at random, the whole team sees what was said, how the customer reacted, and where a deal is heading before it's too late.
Conversation intelligence and conversational AI get lumped together, but they solve different problems. Conversation intelligence is analytical, listening to conversations that already happened. Conversational AI is generative, the technology behind chatbots and voice agents that hold the conversation themselves. Some vendors here do one, some the other, a few try both.
In practice, conversation intelligence delivers three concrete outcomes:
- Sentiment capture at the call level, flagging a frustrated customer or a cold prospect before it shows up in churn numbers.
- Automatic deal-risk flagging, surfacing calls where a competitor got mentioned or a decision-maker went quiet.
- A closed loop with the CRM, pushing transcripts and tags onto the deal record instead of leaving reps to rebuild context from memory.
How Does Conversation Intelligence Software Work?
Conversation intelligence software follows the same basic pipeline across most platforms:
- Call capture: the call comes in through an outbound dialer or a standard inbound line.
- Transcription: the recording is transcribed with speaker separation.
- NLP (natural language processing) analysis: the transcript is scored for sentiment, topics, and talk-to-listen ratio.
- Flagging: the system tags moments like competitor mentions or a stalled deal.
- CRM sync: a summary posts to the CRM record automatically.
Accuracy improves with call volume, since the model learns patterns specific to your team.
Who Uses Conversation Intelligence Software?
Conversation intelligence shows up differently depending on which team runs it.
Sales Teams
For sales, conversation intelligence is mainly a call coaching and forecasting tool. Managers review calls at scale instead of shadowing reps live, and deal-risk flags give an early warning a rep might otherwise forget to mention.
Customer Support Teams
Support teams use it for call scoring and consistency, filtering for negative sentiment or flagged compliance language across the entire call volume instead of sampling a handful per agent.
Remote and Distributed Teams
Remote and distributed teams often rely on international numbers to stay local for customers. Conversation intelligence replaces the informal oversight of a shared office: the transcript and sentiment score substitute for overhearing a call, and new hires can review real transcripts instead of shadowing across time zones.
The 24 Best Conversation Intelligence Software in 2026
The tools below range from purpose-built conversation intelligence platforms that analyze calls after the fact to conversational AI toolkits for building chatbots and voice agents. We group them together because searchers use “conversation intelligence software” to mean both. Pay attention to which job each tool is actually built for: our software buyer's guide covers how to weigh that distinction against your own use case.
1. CloudTalk
CloudTalk is a call center platform with conversational intelligence built in, including Transcript Search and real-time analytics for sales and support teams.
Key Features of CloudTalk
- AI-Powered Transcript Search: Locates key phrases in call transcripts for faster issue resolution.
- Sentiment Analysis: Understands customer emotions to help agents respond effectively.
- Caller-Based Routing: Directs calls to the right agent using CRM data like plan tier, products used, or lead owner.
- Actionable Analytics: Monitors performance and tracks trends for improvement.
| Pros | Cons |
|---|---|
| Quick setup, minimal technical requirements | Onboarding coach and phone support from Expert plan |
| Highly customizable call flows | No landline or traditional PBX support |
| Excellent CRM and business tool integrations | Limited omnichannel coverage (email, video, etc.) |
Who Is CloudTalk Best For?
Businesses wanting real-time conversational insights and seamless CRM integration.
What Is the Pricing of CloudTalk?
CloudTalk's conversation intelligence pricing is a $9/user/month add-on on top of any subscription plan:
- Starter: $25/user/month (billed annually). Baseline plan in every region, with IVR (interactive voice response) and call routing included.
- Essential: $29/user/month (billed annually). Adds native CRM/helpdesk integrations, workflow automation, unlimited call recording.
- Expert: $49/user/month (billed annually). Adds Salesforce integration, an included Power Dialer, and real-time call monitoring.
- Custom: Contact Sales. For enterprise deployments needing custom SLAs.
What Do Customers Say About CloudTalk?
Reviewers on G2 praise CloudTalk's quick setup, strong CRM integrations, and AI analytics, while flagging the lack of native landline/PBX support and limited omnichannel coverage as the main drawbacks.
G2 rating: 4.4/5 (1851+ reviews). Read verified reviews on G2.
Test CloudTalk against your real call volume with a 14-day free trial.
2. Gong
Gong is a revenue intelligence platform that uses AI to analyze sales interactions, going beyond transcription to surface key moments and insight.
Key Features of Gong
- AI-Driven Insights: Spots patterns in sales conversations to refine strategy.
- Sentiment Analysis: Reads customer emotions to improve engagement.
- Deal Intelligence: Full pipeline view highlighting risks and opportunities.
- Revenue Forecasting: Predicts sales performance from historical data.
| Pros | Cons |
|---|---|
| Sentiment analysis for customer understanding | No free trial available |
| Real-time insights for sales strategy | Three-seat minimum to get started |
Who Is Gong Best For?
Sales teams optimizing pipeline management with AI-driven deal intelligence.
What Is the Pricing of Gong?
Gong pricing is custom, based on team size, with a three-seat minimum to get started.
What Do Customers Say About Gong?
G2 reviewers highlight Gong's sentiment analysis and real-time insights for adjusting sales strategy mid-cycle, but note the lack of a free trial and the three-seat minimum as common friction points.
G2 rating: 4.7/5 (6,471+ reviews). Read verified reviews on G2.
Recommended Reads
3. HubSpot Conversation Intelligence
HubSpot's conversational intelligence software logs sales and service calls, surfacing coaching opportunities directly in HubSpot's CRM.
Key Features of HubSpot
- Keyword monitoring: Flags conversations mentioning particular terms.
- CRM integration: Shows call recordings and transcripts on each contact record.
- Call service integrations: Works across Zoom, Kixie, JustCall, and more.
- Conversational enrichment: Updates CRM records from call transcripts automatically.
| Pros | Cons |
|---|---|
| Highly user-friendly | Bundle-only, not sold standalone |
| Includes numerous other sales features | Pricing out of reach for smaller businesses |
Who Is HubSpot Best For?
Enterprise companies on HubSpot's CRM wanting native call coaching.
What Is the Pricing of HubSpot?
HubSpot pricing for conversation intelligence sits inside Sales Hub Enterprise at $150/user/month (billed yearly); it's bundled into this tier, not sold as a standalone product.
What Do Customers Say About HubSpot?
Reviewers like how tightly conversation intelligence is woven into HubSpot's CRM, though that depth is bundled into Sales Hub Enterprise, putting it out of reach for smaller budgets.
G2 rating: 4.4/5 (35,766+ reviews, HubSpot overall, not CI-specific). Read verified reviews on G2.
4. Microsoft Bot Framework
Microsoft Bot Framework is a toolkit for building conversational apps across Microsoft Teams and Skype, with tight Azure integration.
Key Features of Microsoft Bot Framework
- Omnichannel Deployment: Build once, deploy across voice, text, and social platforms.
- LUIS Integration: Microsoft's Language Understanding service for context-aware responses.
- QnA Maker: Quickly builds FAQ bots from existing documents.
- Azure Connectivity: Leverages Azure AI and Cognitive Services for analytics.
| Pros | Cons |
|---|---|
| Ideal for Microsoft/Azure teams | More coding than turnkey solutions |
| Handles enterprise workloads reliably | AI features and Azure usage add up |
Who Is Microsoft Bot Framework Best For?
Organizations on Microsoft Azure wanting a flexible, developer-friendly chatbot framework.
What Is the Pricing of Microsoft Bot Framework?
- Free Tier: Unlimited standard-channel messages, 10,000/month on premium channels.
- S1 Plan: $0.50 per 1,000 premium-channel messages.
- Additional Costs: Azure services (App Services, LUIS, QnA Maker, Speech) billed separately.
- Custom Quotes: Contact Azure sales.
What Do Customers Say About Microsoft Bot Framework?
Developers praise the Azure ecosystem fit and documentation depth, but note it demands real development work and that Azure usage costs can add up at scale.
G2 rating: 4.5/5 (10 reviews, as "Azure AI Bot Service", a low-volume signal). Read verified reviews on G2.
5. Jiminny
Jiminny is a conversation intelligence platform for sales, service, and marketing teams, logging call details and transcriptions into the CRM automatically.
Key Features of Jiminny
- AI-Powered "Ask Jiminny": Analyzes live conversations and suggests responses in real time.
- Automated Call Logging: Syncs call details and transcriptions into the CRM.
- Call Scoring System: Evaluates conversations against set criteria for coaching.
- Free Call Listening: Lets team members learn from past conversations at no extra cost.
| Pros | Cons |
|---|---|
| Automated call scoring for performance tracking | Requires a setup fee to get started |
| Video and audio recording for detailed analysis | Limited integrations compared to some competitors |
Who Is Jiminny Best For?
Sales teams and managers wanting AI-powered insights and real-time coaching.
What Is the Pricing of Jiminny?
Jiminny offers custom pricing based on business needs, with a 14-day free trial available.
What Do Customers Say About Jiminny?
Reviewers call out Jiminny's automated call scoring and free call listening as strong coaching tools, though the setup fee and thinner integrations are recurring complaints.
G2 rating: 4.6/5 (250+ reviews). Read verified reviews on G2.
6. Google Dialogflow
Google Dialogflow offers natural language understanding powered by Google's machine learning, known for simplicity and extensive language support for global customer engagement, part of the broader shift toward AI in customer experience.
Key Features of Google Dialogflow
- Intuitive Interface: Build chatbots quickly with minimal coding.
- Language Variety: Wide language support for international reach.
- Dialogflow CX: Handles complex, multi-turn conversations at scale.
- Integration Options: Works with Google Assistant, websites, telephony, and more.
| Pros | Cons |
|---|---|
| Ideal for teams new to conversational AI | Primarily cloud-based, limited on-prem options |
| Great for a global audience | Needs extra development at enterprise scale |
Who Is Google Dialogflow Best For?
Teams wanting a straightforward, multilingual chatbot integrated into Google's ecosystem.
What Is the Pricing of Google Dialogflow?
- Free Trial: $600 credit, valid 12 months from first Dialogflow CX use.
- Text Requests: $0.007 per request.
- Audio Input/Output: $0.001 per second processed.
- Design-Time Requests: No charge for building or reading agent resources.
- Generative AI Requests: Custom pricing.
What Do Customers Say About Google Dialogflow?
Reviewers praise how approachable Dialogflow is for a first conversational AI project given its language support, though serious enterprise use typically needs extra development work.
G2 rating: Not clearly isolated; G2 splits reviews across a current "Google Cloud Dialogflow" listing and a legacy one. Read verified reviews on G2.
7. Kore.ai
Kore.ai is a conversational AI platform for enterprises, offering AI virtual assistants, process automation, and NLP.
Key Features of Kore.ai
- Advanced NLP Engine: Understands complex queries across languages.
- Omnichannel Deployment: Supports web, voice, messaging apps, and more.
- Custom Workflows: Automates business processes without heavy coding.
- Sentiment Analysis: Monitors customer emotions for engagement.
| Pros | Cons |
|---|---|
| Highly customizable workflows | Requires technical expertise |
| Strong performance analytics | Higher cost for advanced features |
Who Is Kore.ai Best For?
Large enterprises needing customizable, AI-driven automation.
What Is the Pricing of Kore.ai?
Custom pricing across Work, Process, and Service, sold as quote-based enterprise contracts.
What Do Customers Say About Kore.ai?
Reviewers highlight Kore.ai's workflow customization and scalability for large deployments, but note it requires real technical expertise and a higher price tag for advanced features.
G2 rating: 4.6/5 (463+ reviews). Read verified reviews on G2.
8. LivePerson
LivePerson focuses on AI-driven messaging for businesses shifting from voice to digital channels, with AI bots and real-time agent suggestions.
Key Features of LivePerson
- Conversational Commerce: Guides customers through purchases via messaging.
- AI-Powered Chatbots: Automates responses for faster support.
- Real-Time Agent Assistance: AI suggests responses to live agents.
- Conversation Analytics: Insight into customer sentiment and engagement.
| Pros | Cons |
|---|---|
| Excellent for messaging-focused businesses | Pricing can be high for smaller businesses |
| Reduces wait times with AI-driven suggestions | Needs extra development for complex workflows |
Who Is LivePerson Best For?
Enterprises enhancing digital messaging and customer engagement across channels.
What Is the Pricing of LivePerson?
LivePerson is sold through custom, quote-based enterprise contracts. A ~$40/month figure surfaces on third-party aggregators but isn't published on LivePerson's own site, so treat it as unconfirmed.
What Do Customers Say About LivePerson?
Reviewers praise LivePerson's fit for messaging-first engagement and its AI-driven cuts to wait times, though pricing climbs quickly and voice support lags behind messaging.
G2 rating: 4.3/5 (391+ reviews). Read verified reviews on G2.
9. Verint
Verint offers AI-powered workforce engagement solutions, specializing in contact center analytics for customer interactions and agent performance.
Key Features of Verint
- Speech Analytics: Analyzes outbound calls for customer sentiment.
- Automated Quality Management: Tracks agent performance automatically.
- Predictive Analytics: Forecasts customer needs from historical data.
- Omnichannel Support: Covers voice, chat, email, and social channels.
| Pros | Cons |
|---|---|
| Strong analytics for contact centers | Requires in-depth setup and training |
| Improves workforce productivity | Enterprise pricing high for smaller companies |
Who Is Verint Best For?
Enterprises enhancing contact center performance with AI-driven insights.
What Is the Pricing of Verint?
Verint doesn't publish per-seat pricing; both public and private community products are quote-based.
What Do Customers Say About Verint?
Reviewers point to Verint's analytics depth as a strength for large contact centers, but flag the setup and training investment along with enterprise-skewed pricing.
G2 rating: 4.4/5 (~950-1,050 reviews, blended across Verint listings). Read verified reviews on G2.
10. Genesys
Genesys is a leader in customer experience and contact center solutions, offering AI automation that personalizes customer journeys across channels.
Key Features of Genesys
- Predictive Engagement: Anticipates customer needs based on behavior.
- AI Chatbots: Automates interactions across channels.
- Omnichannel Routing: Directs conversations to the right agent or bot.
- CRM Integration: Works with Salesforce, Microsoft Dynamics, and more.
| Pros | Cons |
|---|---|
| Strong customer journey optimization | Requires technical expertise for customization |
| Excellent enterprise scalability | Can be expensive for smaller organizations |
Who Is Genesys Best For?
Large enterprises streamlining customer journeys and personalizing experiences with AI.
What Is the Pricing of Genesys?
Genesys pricing runs in USD across four tiers: CX 1 (~$75/user/month), CX 2 (~$115), CX 3 (~$155), and CX 4 (~$240), each unlocking more routing, analytics, and workforce features. Confirm current figures with Genesys.
What Do Customers Say About Genesys?
Reviewers praise Genesys's ability to unify and personalize the customer journey across channels, though standing up and customizing a deployment takes real technical work.
G2 rating: 4.4/5; counts split across multiple Genesys listings (Cloud CX, Multicloud CX), so no single blended count is cited. Read verified reviews on G2.
Recommended Reads
11. Salesforce Einstein Bots
Salesforce Einstein Bots is built for businesses on Salesforce, adding AI-powered automation that handles routine interactions via Service Cloud.
Key Features of Salesforce Einstein Bots
- Native Salesforce Integration: Works directly within the Salesforce ecosystem.
- AI-Powered Automation: Handles routine queries and workflows.
- Personalized Responses: Uses customer data for tailored interactions.
- Actionable Insights: Real-time analytics within Salesforce dashboards.
| Pros | Cons |
|---|---|
| Seamless integration with Salesforce tools | Limited functionality outside Salesforce |
| Great for automating repetitive service tasks | Requires a Salesforce license |
Who Is Salesforce Einstein Bots Best For?
Salesforce users wanting AI-driven chatbots built into their CRM.
What Is the Pricing of Salesforce Einstein Bots?
Salesforce is folding Einstein Bots into its newer Agentforce for Service lineup: expect an add-on around $75/user/month on Service Cloud Enterprise, with Agentforce priced separately at roughly $125/user/month. Confirm current packaging with Salesforce.
What Do Customers Say About Salesforce Einstein Bots?
Existing Salesforce users like how naturally Einstein Bots slots into a Service Cloud setup they already know, though its usefulness is tightly coupled to owning a Salesforce license.
G2 rating: 4.3/5 (Salesforce Einstein overall; no listing isolates Einstein Bots). Read verified reviews on G2.
12. Avoma
Avoma is a conversational AI platform with a built-in meeting assistant, real-time transcription, and call center analytics tracking filler words, monologue length, and talk-to-listen ratio, with free comment access for team members.
Key Features of Avoma
- Real-Time Transcription: Captures and processes conversations instantly.
- Custom Keyword Tracker: Monitors specific words and phrases in discussions.
- Filler Word & Talk Ratio Analysis: Improves communication effectiveness.
- Free Collaborators & Listeners: Lets team members review and comment without a license.
| Pros | Cons |
|---|---|
| Custom keyword tracking for detailed insights | Free plan limits recording to meeting organizers |
| Free plan includes collaboration and listening | Coaching and advanced analytics need Business tier+ |
Who Is Avoma Best For?
Teams wanting a free, powerful AI meeting assistant with transcription.
What Is the Pricing of Avoma?
Paid plans start at $19/user/month (billed annually), with a free plan and a 14-day trial available. Higher tiers with deeper coaching analytics cost more; confirm the current ladder on Avoma's own pricing page.
What Do Customers Say About Avoma?
Reviewers praise Avoma's free tier and unlimited collaborator listening, though the free plan limits recording to meeting organizers and deeper coaching analytics need a paid upgrade.
G2 rating: 4.6/5 (1,352+ reviews). Read verified reviews on G2.
13. NVIDIA Riva
NVIDIA Riva is a speech AI toolkit offering speech recognition and text-to-speech synthesis on NVIDIA GPUs for low-latency voice AI.
Key Features of NVIDIA Riva
- Automatic Speech Recognition (ASR): Converts spoken language into text with high accuracy.
- Text-to-Speech (TTS): Generates natural-sounding speech output.
- Real-Time Processing: Delivers ultra-low-latency responses.
- GPU Acceleration: Optimized for NVIDIA hardware performance.
| Pros | Cons |
|---|---|
| Exceptional speed and performance | Requires NVIDIA hardware |
| Highly customizable for business needs | Complex setup for non-technical users |
Who Is NVIDIA Riva Best For?
Enterprises building high-performance, real-time voice AI applications.
What Is the Pricing of NVIDIA Riva?
- Development: Free to use for development purposes via NGC.
- Commercial Use: Requires an NVIDIA AI Enterprise license, starting at $22,500 per GPU/year or $2/hour for cloud deployments.
What Do Customers Say About NVIDIA Riva?
Developers praise Riva's speed and the depth of customization for voice AI pipelines, but note it requires NVIDIA hardware and real technical setup to perform at its best.
G2 rating: Not clearly isolated; G2 lists "NVIDIA Riva" and "Riva" as separate pages with differing counts. Read verified reviews on G2.
14. Rasa
Rasa is an open-source conversational AI framework for fully customizable chatbots, ideal for businesses with specific privacy needs.
Key Features of Rasa
- Open-Source Framework: Full code access for deep customization.
- NLU and Dialogue Management: Understands intent and manages multi-turn conversations.
- On-Premise Deployment: Keeps sensitive data in-house, a common response to data security risks that push teams toward self-hosting.
- Flexible Integrations: Works with Slack, Facebook Messenger, and more.
| Pros | Cons |
|---|---|
| Complete control over data and deployment | Requires technical expertise |
| Fully customizable for unique business needs | Lacks pre-built templates |
Who Is Rasa Best For?
Developers and businesses wanting full customization and data control.
What Is the Pricing of Rasa?
Rasa's Developer Edition is free. The Growth tier is quote-based, with third-party estimates starting around $35,000/year; Enterprise pricing is fully custom.
What Do Customers Say About Rasa?
Developers value the full control over data and deployment that an open-source framework provides, though the tradeoff is ongoing technical investment beyond a basic bot.
G2 rating: 4.0/5 (11 reviews, a low-volume signal). Read verified reviews on G2.
15. Botpress
Botpress is an open-source chatbot platform with a visual flow builder and built-in analytics.
Key Features of Botpress
- Visual Flow Builder: Drag-and-drop interface for conversation flows.
- Custom NLU Engine: Understands intents and extracts info from messages.
- On-Premise Hosting: Keeps sensitive data private and secure.
- Built-in Analytics: Real-time conversation insights and metrics.
| Pros | Cons |
|---|---|
| Open-source with high flexibility | Requires technical expertise for advanced features |
| Easy-to-use visual interface | Limited enterprise support vs. commercial platforms |
Who Is Botpress Best For?
Businesses and developers wanting an open-source, customizable chatbot platform.
What Is the Pricing of Botpress?
- Free: $0/month. Basic features, AI credits, integrations.
- Plus: ~$89/month (yearly). Advanced tools, live handoff, custom analytics.
- Team: ~$495/month (yearly). Collaboration, live chat, client support.
- Enterprise: Custom pricing.
What Do Customers Say About Botpress?
Reviewers like Botpress's visual flow builder for making bot-building approachable without heavy coding, though enterprise support lags commercial platforms and updates need manual maintenance.
G2 rating: 4.5/5 (486+ reviews). Read verified reviews on G2.
16. Hugging Face Transformers
Hugging Face Transformers is a library of NLP models, letting developers build chatbots and text summarization tools on pre-trained models like BERT, GPT, and RoBERTa.
Key Features of Hugging Face Transformers
- Pre-Trained Language Models: Access to top-performing NLP models.
- Multi-Task Learning: Supports various NLP tasks like translation, summarization, and question-answering.
- Open-Source Library: Completely free and backed by a large community.
- Custom Model Training: Fine-tune models on specific business data.
| Pros | Cons |
|---|---|
| Access to cutting-edge NLP models | Requires deep technical expertise |
| Highly customizable for specialized applications | Not a plug-and-play chatbot solution |
Who Is Hugging Face Transformers Best For?
AI researchers and developers building advanced, research-driven NLP applications.
What Is the Pricing of Hugging Face Transformers?
- Free: Basic access with standard features.
- Pro: $9/month. Advanced features and early access.
- Enterprise Hub: From $20/user/month.
- Spaces Hardware: From $0/hour.
- Inference Endpoints: From $0.032/hour.
What Do Customers Say About Hugging Face Transformers?
Developers praise the breadth of research-grade models and community support, though it's a toolkit for building something rather than a ready-made chatbot, and resource needs climb fast at scale.
G2 rating: 4.1/5 (8 reviews, low-volume, on the "Hugging Face Support" listing). Read verified reviews on G2.
17. Drift (Now Salesloft)
Drift focuses on conversational marketing, using AI chatbots to qualify leads and adapt chat flows to visitor behavior.
Key Features of Drift
- AI-Powered Lead Qualification: Identifies and routes high-value leads automatically.
- Conversational Landing Pages: Engages visitors immediately for higher conversion.
- Sales Integration: Connects directly with Salesforce and HubSpot.
- Real-Time Alerts: Notifies reps of high-priority customer actions.
| Pros | Cons |
|---|---|
| Boosts lead generation and conversion rates | Premium pricing for advanced features |
| Seamless CRM integration for sales teams | Primarily focused on B2B businesses |
Who Is Drift Best For?
B2B companies accelerating sales pipelines through real-time, personalized conversations.
What Is the Pricing of Drift?
Since the Salesloft acquisition, Drift pricing is folded into Salesloft's own quote-based plans; the standalone tiers Drift used to publish disappeared after the deal.
What Do Customers Say About Drift?
Reviewers highlight Drift's lead qualification and conversion-focused chat flows as a strong fit for B2B pipelines, though pricing sits at a premium for advanced features.
G2 rating: 4.4/5 (1,200+ reviews). Read verified reviews on G2.
18. Ada
Ada specializes in automated customer service with no-code AI chatbots for non-technical teams.
Key Features of Ada
- No-Code Bot Builder: Lets teams create bots without coding.
- Personalized Customer Journeys: Adapts responses based on user data.
- CRM Integration: Works with Salesforce, Zendesk, and other platforms.
- Multilingual Support: Handles queries in multiple languages.
| Pros | Cons |
|---|---|
| Easy setup for non-technical users | Limited customization for complex scenarios |
| Highly scalable for growing businesses | Pricing may be high for small businesses |
Who Is Ada Best For?
Enterprises wanting a no-code, scalable customer service automation solution.
What Is the Pricing of Ada?
Custom pricing only, scoped to expected conversation volume; Ada targets high-volume support teams, so smaller teams should expect an enterprise-level quote.
What Do Customers Say About Ada?
Reviewers praise how quickly non-technical teams can stand up bots with Ada's no-code builder, though feedback notably splits between its G2 and Trustpilot ratings.
G2 rating: 4.6/5 (169+ reviews). Read verified reviews on G2.
19. CallMiner
CallMiner is a conversation intelligence platform for contact centers, analyzing voice, chat, email, and social interactions for behavior, service quality, and QA scoring.
Key Features of CallMiner
- Omnichannel Analytics: Analyzes voice, chat, email, and social media interactions.
- Real-Time Sentiment & Emotion Analysis: Deep insight into customer reactions.
- Regulatory Compliance Monitoring: Flags calls that miss industry standards.
- Screen Recording: Captures agent interactions for training and review.
| Pros | Cons |
|---|---|
| Screen recording for better quality assurance | |
| Omnichannel capabilities across customer interactions |
Who Is CallMiner Best For?
Large contact centers wanting AI-driven insight into agent performance.
What Is the Pricing of CallMiner?
CallMiner offers custom pricing, with a 30-day free trial available.
What Do Customers Say About CallMiner?
Reviewers point to CallMiner's screen recording and omnichannel analytics as strong tools for quality assurance at scale, with no widely cited con turning up in the sources checked this pass.
G2 rating: 4.5/5 (235+ reviews, as "CallMiner Eureka"). Read verified reviews on G2.
20. Intercom
Intercom is a customer messaging and live chat platform combining human support with AI-driven automation, effective for onboarding and personalized customer service.
Key Features of Intercom
- Customizable Chatbots: Automates common customer queries.
- Proactive Messaging: Sends targeted messages based on behavior.
- CRM Integration: Works with Salesforce, HubSpot, and more.
- Analytics Dashboard: Tracks engagement and agent performance.
| Pros | Cons |
|---|---|
| Excellent for onboarding and engagement | Pricing escalates with advanced features |
| Easy integration with popular CRMs | Extra setup needed for large enterprises |
Who Is Intercom Best For?
SaaS companies improving customer engagement and onboarding.
What Is the Pricing of Intercom?
- Essential: $29/seat/month. For individuals, startups, and small businesses.
- Advanced: $85/seat/month. Automation and AI for growing teams.
- Expert: $132/seat/month. Advanced tools for large teams.
- Fin AI Agent: $0.99 per resolution, billed on top of a seat plan.
What Do Customers Say About Intercom?
Reviewers praise Intercom's onboarding and engagement tools along with its CRM connections, though costs escalate as you add automation and AI features.
G2 rating: 4.5/5 (3,880+ reviews, seller aggregate). Read verified reviews on G2.
21. Yellow.ai
Yellow.ai is an enterprise-grade AI platform for automating omnichannel customer service across voice, text, and email.
Key Features of Yellow.ai
- Omnichannel Automation: Supports voice, email, and messaging.
- Dynamic AI: Adapts conversations to customer intent and behavior.
- No-Code Development: Simplifies bot creation for non-developers.
- Multi-Language Support: Engages customers globally.
| Pros | Cons |
|---|---|
| Scalable for enterprise needs | Premium pricing for advanced features |
| Strong focus on personalized automation | Requires training for optimization |
Who Is Yellow.ai Best For?
Enterprises wanting scalable, personalized conversational AI across channels.
What Is the Pricing of Yellow.ai?
- Freemium Plan: Free. 5,000 conversations, unlimited agents, 500 tickets.
- Premium Plan: Custom pricing; contact sales.
- Module-Based Pricing: Based on MRU and WhatsApp usage.
What Do Customers Say About Yellow.ai?
Reviewers highlight Yellow.ai's scalability for large, multi-channel enterprise deployments, though flexibility narrows for smaller businesses without enterprise-level budgets.
G2 rating: 4.4/5, listed under an older product name; confirm current listing before citing a count. Read verified reviews on G2.
22. Tars
Tars focuses on conversion rate optimization through chatbot-driven landing pages, one of many sales prospecting tools built around an intuitive design interface.
Key Features of Tars
- Chat-Driven Landing Pages: Increases engagement and conversion rates.
- Drag-and-Drop Builder: No coding required for bot creation.
- Real-Time Analytics: Monitors bot performance and conversions.
- CRM Integration: Connects with Salesforce, HubSpot, and more.
| Pros | Cons |
|---|---|
| Easy setup with minimal technical skills | Limited AI capabilities vs. enterprise solutions |
| Boosts lead conversion rates | Not ideal for complex workflows |
Who Is Tars Best For?
Small to mid-sized businesses focused on lead generation.
What Is the Pricing of Tars?
Basic: $99/month. Per-feature pricing model; specific feature list varies by plan.
What Do Customers Say About Tars?
Reviewers praise how easy it is to launch a chat-driven landing page with Tars using minimal technical skill, though its AI capabilities are lighter than enterprise-grade platforms.
G2 rating: 4.6/5 (172+ reviews). Read verified reviews on G2.
23. Conversica
Conversica offers AI-powered virtual assistants that automate the sales process around lead qualification and follow-up.
Key Features of Conversica
- AI Sales Assistants: Automates lead qualification and follow-ups.
- CRM Integration: Works seamlessly with Salesforce.
- Automated Email Engagement: Sends personalized emails to leads.
- Conversation Analytics: Tracks engagement and lead quality.
| Pros | Cons |
|---|---|
| Saves time by automating repetitive tasks | Expensive for small businesses |
| Seamless CRM integration | Limited use cases outside sales and marketing |
Who Is Conversica Best For?
Sales and marketing teams automating lead engagement and follow-ups.
What Is the Pricing of Conversica?
Plans start around $2,999/month, with setup and onboarding fees commonly cited at $5,000–$15,000 on top, unpublished on a standard pricing page.
What Do Customers Say About Conversica?
Reviewers highlight the time savings Conversica delivers by automating repetitive lead follow-up, though cost is a common concern for teams outside larger sales and marketing budgets.
G2 rating: 4.5/5 (187+ reviews). Read verified reviews on G2.
24. Ultimate.ai
Ultimate (part of Zendesk's AI lineup) is a support automation platform that reduces costs and improves customer experience.
Key Features of Ultimate.ai
- AI-Powered Support Automation: Automates common queries across channels.
- CRM Integration: Works with Zendesk, Salesforce, and Freshdesk.
- Multi-Language Support: Global customer service capability.
- Custom Workflows: Tailors automation to customer data and history.
| Pros | Cons |
|---|---|
| Reduces support workload significantly | Requires training for advanced use cases |
| Easy to integrate with existing CRM systems | Premium pricing for enterprise features |
Who Is Ultimate.ai Best For?
eCommerce and SaaS teams scaling support while cutting costs.
What Is the Pricing of Ultimate.ai?
Ultimate doesn't publish standalone per-seat pricing; contact Zendesk sales for a quote scoped to your support volume.
What Do Customers Say About Ultimate.ai?
Reviewers praise how much support workload Ultimate takes off a team's plate once configured, though the training investment and enterprise pricing are recurring critiques.
G2 rating: Not clearly confirmed post-acquisition; check current reviews directly. See Ultimate's G2 listing.
Conversation Intelligence Software Pricing
Conversation intelligence pricing splits into roughly four tiers.
Free and freemium tools: Open-source frameworks like Rasa and Hugging Face cost nothing but need engineering time; Avoma offers a usable free plan.
SMB-friendly plans run $9–$50/user/month. CloudTalk starts at $25/user/month, with Conversation Intelligence as a $9/user/month add-on. Avoma's paid tier starts at a similar $19/user/month.
Mid-market tools bundle conversation intelligence into a broader CRM suite. HubSpot, for example, ships it only inside Sales Hub Enterprise at $150/user/month.
Enterprise platforms dominate the top of this list. Gong, Verint, Genesys, and most conversational AI toolkits don't publish per-seat pricing; expect a sales call scaled to volume or feature depth.
The practical question: standalone tool or part of a broader platform? For just calling and analytics, a seat-based add-on like CloudTalk's is far cheaper than an enterprise CI suite you don't need.
Benefits Of Conversation Intelligence Technology
- Smarter Cost Management: AI flags spending patterns; use our AI call center ROI calculator to estimate savings.
- Improved Customer Service and Retention: Routes calls to the right agent automatically.
- Advanced Training and Performance Tracking: Real-time feedback and AI-driven simulations.
- Actionable Call Insights: Analytics on response times, quality, and sentiment.
from 1851+ reviews
Essential Features to Look for in Conversation Intelligence Software
- NLP: Handles industry terms and context accurately.
- Scalability: Handles growing volume without slowing down.
- Customization and Integrations: Works with your CRM or helpdesk.
- Flexible Pricing: Usage-based pricing with clear ROI.
- Security and Compliance: GDPR or HIPAA compliance.
- Reliable Support: Responsive team, regular updates.
How to Implement the Top Conversation Intelligence Software for Your Business
- Plan your strategy: Define what the AI should achieve and set KPIs.
- Choose your approach: Build in-house, buy a platform, or partner with a vendor.
- Develop quality content: Train the AI on FAQs, scripts, and feedback.
- Involve key stakeholders: Loop in legal, compliance, and security early.
- Choose channels and infrastructure: Deploy where customers are active, on-premises, cloud, or hybrid.
- Test, launch, and improve: Launch internally first, then track and adjust.
What's Next for Your Business with Conversational AI?
Expect better emotion detection, more natural multi-channel handoffs, and broader language coverage. Pick a platform now that can grow into those capabilities.
Take the next step with CloudTalk's Call Intelligence for smart transcript search and advanced analytics.
How We Choose the Best Conversation Intelligence Software
Picking 24 tools out of the dozens on the market isn't a popularity contest. We verify feature claims, pricing, and G2/Trustpilot ratings against the source, and flag anything we couldn't independently confirm rather than guess.
For nearly a decade, we've helped over 30,000+ professionals find smarter business communication tools, reviewed 200+ software tools, and analyzed 5,500+ verified reviews from G2, Capterra, and Trustpilot. We published 1,000+ articles this past year, each written by humans for humans. Learn how we keep our content integrity and our review methodology.
For this list, that also meant pulling feedback from CloudTalk's own sales and CS teams on what buyers ask during a demo.
Why CloudTalk Stands Out for Conversation Intelligence
Most tools on this list either analyze conversations or run the phone system that carries them, rarely both. CloudTalk is a phone system first, with conversation intelligence layered on top of every call, so you're not stitching a dialer, an analytics tool, and a CRM integration together from three vendors. Every call is eligible for transcription, sentiment scoring, and CRM sync once the add-on is turned on.
Three CloudTalk Conversation Intelligence Features Worth a Closer Look
AI-Powered Transcript Search
Exact-match search across the full call transcription corpus, useful for compliance audits, finding competitor mentions, or pulling coaching examples without listening to full recordings.
Sentiment Analysis
Per-call sentiment analysis with filtering for negative-sentiment calls, so managers can flag escalation-worthy conversations without reviewing every recording. Scoring happens after the call ends, not in real time.
AI Data Exporting to Your CRM
Transcripts, tags, topics, and sentiment export to PDF or push straight into the CRM, with dedicated CRM integrations for HubSpot, Salesforce, and Pipedrive so data lands on the deal record automatically.
What Conversation Intelligence Buyers Are Saying on Reddit and Quora
Beyond G2 and Trustpilot, candid feedback about customer feedback tools and conversation intelligence platforms shows up in threads where practitioners compare notes without a vendor watching. Two examples are worth reading before you buy. On r/SalesOperations, a thread titled "Conversational Intelligence Tool" asks for buying advice and mentions Gong as an expensive option. On r/sales, "Do you use Conversation Intelligence/Meetings recording?" asks whether other sales teams use these tools day to day. Treat both as anecdotal, not a survey.
Conversation Intelligence Software: G2 Reviews at a Glance
CloudTalk holds the largest review base among true conversation-intelligence peers, compared to four other purpose-built sales and customer support tools with smaller G2 footprints:
| Provider | G2 Rating | G2 Review Count |
|---|---|---|
| CloudTalk | 4.4/5 | 1851+ |
| Avoma | 4.6/5 | 1,352+ |
| Jiminny | 4.6/5 | 250+ |
| Verint | 4.4/5 | ~950-1,050 |
| CallMiner | 4.5/5 | 235+ |
Review counts change constantly, so treat these as directional.
Start your 14-day free trial and turn your next call into a searchable transcript, no credit card required.
Frequently Asked Questions About Conversation Intelligence Software
Ready to stop guessing what happened on the call?
Frequently asked questions
Conversation intelligence tools split into transcription-first platforms, sentiment-analysis tools, and coaching platforms that lean on call tracking metrics to flag key moments. Most vendors blend at least two.
Sales teams use it for coaching and pipeline visibility, support teams for QA, and RevOps teams to track what customers say across every touchpoint.
CloudTalk's Transcript Search is one example: a feature of its call center software that builds searchable transcripts and surfaces sentiment so managers skip full recordings.
Prices vary widely: free/open-source tools cost nothing but need engineering time, SMB add-ons run $9–$50/user/month, and platforms closer to sales intelligence software are often quote-based.
CloudTalk's AI Conversation Intelligence add-on costs $9/user/month, billed annually, layered on top of any CloudTalk plan ($25–$49/user/month). It's an add-on everywhere, never bundled in.
Conversation intelligence analyzes past conversations. Conversational AI generates new ones, powering chatbots and voice agents that talk to customers directly. CloudTalk does the former.
Yes, most established conversation intelligence platforms sync with major CRM systems like Salesforce and HubSpot automatically, though integration depth varies by vendor.
