The Best Customer Interaction Analytics Software in 2026
We researched customer interaction analytics software from official websites, including pricing pages, plan tables and product documentation. Products were ranked on their core analytics job, value for money and verified features across channels, sentiment, intent, conversation patterns and customer journeys.
Our top picks
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Top ranked
CallMiner Analyze#1 of 299.4/10A broad customer interaction analytics suite for mature omnichannel teams.
Pricing on request
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Runner-up
Twilio Conversation Intelligence#2 of 299.3/10Usage-based omnichannel conversation analytics with real-time and post-conversation insights.
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#3 ranked
ASAPP Interaction Intelligence#3 of 299.2/10A unified analytics layer for finding interaction root causes and guiding follow-up.
Pricing on request
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 29 tools, best first
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Best forMature omnichannel analytics teams
A broad customer interaction analytics suite for mature omnichannel teams.
- Intent detection
- Journey analysis
- Conversation search
9.4/10★★★★★Visit CallMiner -
Best forTeams wanting usage-based omnichannel analytics
Usage-based omnichannel conversation analytics with real-time and post-conversation insights.
- Intent detection
- Journey analysis
- Conversation search
9.3/10★★★★★Visit Twilio -
Best forEnterprise root-cause interaction analysis
A unified analytics layer for finding interaction root causes and guiding follow-up.
9.2/10★★★★★Visit ASAPP -
Best forEnterprise omnichannel quality and trend analysis
Broad omnichannel analytics for enterprise teams analyzing quality, trends, and outcomes.
- Intent detection
- Journey analysis
- Conversation search
9.1/10★★★★★Visit NICE -
Best forTeams needing scorecards and benchmarking
A broad analytics and scorecard platform for enterprise contact center teams.
- Sentiment analysis
9.0/10★★★★☆Visit Level AI -
Best forAffordable automated quality management
Automates QA across every recorded conversation with scorecards, coaching and compliance tools.
8.9/10★★★★☆Visit EvaluAgent -
Best forTeams automating QA across every interaction
Deep omnichannel QA with automatic scoring, calibration, coaching, and compliance detection.
8.8/10★★★★☆Visit Observe.AI -
Best forQA teams needing mature workflows
A mature QA platform for scoring, coaching, calibration, compliance, and interaction analytics.
8.7/10★★★★☆Visit MaestroQA -
Best forContact centers wanting flexible QA analytics
Broad contact-center QA analytics with AI scoring, coaching, and conversation insights.
- Intent detection
- Journey analysis
- Conversation search
8.6/10★★★★☆Visit Scorebuddy -
Best forOmnichannel teams unifying customer data
A broad analytics platform for unifying omnichannel customer signals.
- Intent detection
- Journey analysis
- Sentiment analysis
8.5/10★★★★☆Visit Stratifyd -
Best forOrganizations analyzing feedback at scale
A broad feedback analytics platform for organizations turning customer interactions into decisions.
- Sentiment analysis
8.4/10★★★★☆Visit Clootrack -
Best forLarge organizations focused on voice analytics
A mature voice analytics suite for organizations analyzing recorded contact-center calls.
- Journey analysis
- Conversation search
- Sentiment analysis
8.3/10★★★★☆Visit Verint -
Best forTeams combining feedback and closed-loop action
A broad CX platform for teams that connect feedback analysis to follow-up action.
- Sentiment analysis
8.2/10★★★★☆Visit InMoment -
Best forFeedback teams linking themes to business metrics
Broad feedback intelligence for teams connecting customer themes to business metrics.
- Sentiment analysis
8.1/10★★★★☆Visit Chattermill -
Best forProduct teams consolidating customer feedback
A feedback intelligence platform that connects customer signals to product and workflow decisions.
- Sentiment analysis
8.0/10★★★★☆Visit Enterpret -
Best forEnterprise experience-management programs
A mature experience platform for organizations that need feedback intelligence and closed-loop action.
- Sentiment analysis
7.9/10★★★★☆Visit Medallia -
Best forBrands focused on social and market signals
A broad social and market intelligence platform with enterprise integrations and sales-led pricing.
- Intent detection
- Conversation search
- Sentiment analysis
7.8/10★★★★☆Visit Sprinklr -
Best forLarge feedback programs needing predictive themes
Deep feedback analysis with predictive scoring, workflows, and a $25,000 annual entry plan.
- Sentiment analysis
7.7/10★★★★☆Visit Thematic -
Best forEnterprise CX teams with large budgets
A broad CX intelligence platform for enterprises, priced for large budgets.
- Sentiment analysis
7.6/10★★★★☆Visit SentiSum -
Best forMarketing teams measuring call conversions
A focused platform for attributing inbound calls and routing them to better outcomes.
7.5/10★★★★☆Visit Invoca -
Best forSales teams analyzing calls and deals
A focused conversation intelligence platform for sales teams analyzing calls and deals.
7.4/10★★★★☆Visit Modjo -
Best forSales teams needing real-time coaching
Real-time coaching and conversation analysis for sales teams across calls and meetings.
7.3/10★★★★☆Visit Convin -
Best forSales organizations needing QA and deal signals
A broad sales conversation platform for real-time coaching, QA, and deal signals.
7.2/10★★★★☆Visit Salesken -
Best forSales teams wanting mobile conversation intelligence
A sales-focused platform for recording, analyzing, and improving customer conversations.
7.1/10★★★★☆Visit Jiminny -
Best forSales teams combining engagement and call analytics
A conversation-focused sales engagement suite for teams that need calling, workflows, and CRM views.
7.0/10★★★★☆Visit Gong -
Best forOrganizations prioritizing autonomous service operations
A broad autonomous-service platform with Conversation Intelligence and agent operations.
6.9/10★★★☆☆Visit Cresta -
Best forSales teams needing live deal guidance
Live conversation signals, guidance, and CRM updates for sales teams managing active deals.
6.8/10★★★☆☆Visit Clari -
Best forSmall teams needing affordable meeting capture
Affordable meeting capture with useful AI notes, search, action items, and integrations.
6.7/10★★★☆☆Visit Avoma -
Best forTeams needing survey-led customer research
A capable survey research platform whose survey-first focus limits its fit for interaction analytics.
6.6/10★★★☆☆Visit Qualtrics
No tools match those filters.
Compare at a glance
| # | Tool | Paid from | Sentiment analysis | Score |
|---|---|---|---|---|
| 1 | CallMiner Analyze | Yes | 9.4 | |
| 2 | Twilio Conversation Intelligence | $0.002/unit usage-based | Yes | 9.3 |
| 3 | ASAPP Interaction Intelligence | 9.2 | ||
| 4 | NICE Interaction Analytics | Yes | 9.1 | |
| 5 | Level AI Contact Center Analytics | Yes | 9.0 | |
| 6 | EvaluAgent | 8.9 | ||
| 7 | Observe.AI Conversation Intelligence | 8.8 | ||
| 8 | MaestroQA | 8.7 | ||
| 9 | Scorebuddy | Yes | 8.6 | |
| 10 | Stratifyd | Yes | 8.5 | |
| 11 | Clootrack | Yes | 8.4 | |
| 12 | Verint Speech Analytics | Yes | 8.3 | |
| 13 | InMoment | Yes | 8.2 | |
| 14 | Chattermill | Yes | 8.1 | |
| 15 | Enterpret | Yes | 8.0 | |
| 16 | Medallia | Yes | 7.9 | |
| 17 | Sprinklr Insights | Yes | 7.8 | |
| 18 | Thematic | $25,000/yr | Yes | 7.7 |
| 19 | SentiSum | $100,000/yr | Yes | 7.6 |
| 20 | Invoca | 7.5 | ||
| 21 | Modjo | 7.4 | ||
| 22 | Convin | 7.3 | ||
| 23 | Salesken | 7.2 | ||
| 24 | Jiminny | $42/user/mo | 7.1 | |
| 25 | Gong Engage | 7.0 | ||
| 26 | Cresta | 6.9 | ||
| 27 | Clari Copilot | 6.8 | ||
| 28 | Avoma | $19/seat/mo | 6.7 | |
| 29 | Qualtrics | $420/mo | 6.6 |
Head-to-head All 20 comparisons →
- CallMiner Analyze vs Twilio Conversation Intelligence
- CallMiner Analyze vs ASAPP Interaction Intelligence
- CallMiner Analyze vs NICE Interaction Analytics
- CallMiner Analyze vs Level AI Contact Center Analytics
- CallMiner Analyze vs EvaluAgent
- CallMiner Analyze vs Observe.AI Conversation Intelligence
- CallMiner Analyze vs MaestroQA
- Twilio Conversation Intelligence vs ASAPP Interaction Intelligence
- Twilio Conversation Intelligence vs Level AI Contact Center Analytics
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How we rank customer interaction analytics software
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update