The Best Feedback Analytics Software in 2026
We researched feedback analytics products using their official websites, including pricing pages, plan tables, and product documentation. Rankings focus on the category’s core job, value for money, and features verified from vendor materials. This guide helps teams compare feedback analytics software for making customer feedback actionable.
Our top picks
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Top ranked
Qualtrics#1 of 219.1/10Qualtrics pairs flexible survey research with detailed analytics, dashboards, and integrations.
Free plan · 30-day trial
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Runner-up
Medallia#2 of 218.9/10A broad VoC suite combining feedback collection, AI analysis, and closed-loop action.
Pricing on request
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#3 ranked
Verint Voice of the Customer#3 of 218.8/10An enterprise CX analytics product that links feedback, journeys, sentiment and follow-up actions.
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 21 tools, best first
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Best forTeams pairing feedback analytics with survey research
Qualtrics pairs flexible survey research with detailed analytics, dashboards, and integrations.
Free plan · 30-day trial Our Qualtrics verdict → Visit QualtricsFor vendors Sponsor this spot · #1 · $149/mo →9.1/10★★★★★Visit Qualtrics -
Best forEnterprises needing a broad VoC analytics suite
A broad VoC suite combining feedback collection, AI analysis, and closed-loop action.
- Sentiment analysis
8.9/10★★★★☆Visit Medallia -
Best forLarge enterprises analyzing voice and digital journeys
An enterprise CX analytics product that links feedback, journeys, sentiment and follow-up actions.
- Sentiment analysis
8.8/10★★★★☆Visit Verint -
Best forMid-market and enterprise omnichannel feedback teams
Unifies omnichannel feedback with AI analysis, business-impact insights, and workflow tools.
- Sentiment analysis
8.7/10★★★★☆Visit Chattermill -
Best forTeams linking feedback to customers and outcomes
Connects feedback signals to customers, outcomes, and workflows for structured analysis.
- Sentiment analysis
8.6/10★★★★☆Visit Enterpret -
Best forEnterprises needing extensive connectors or self-hosting
Unifies customer feedback for multilingual analysis, with cloud or self-hosted deployment.
- Sentiment analysis
8.5/10★★★★☆Visit Clootrack -
Best forTeams combining feedback analytics with case resolution
A broad feedback analytics platform that connects insights with case resolution and reputation workflows.
- Sentiment analysis
8.4/10★★★★☆Visit InMoment -
Best forMid-market and enterprise product teams
Multi-source feedback analysis with taxonomy, root-cause tools, and anomaly alerts.
- Data export
- Theme detection
- Sentiment analysis
8.3/10★★★★☆Visit unitQ -
Best forLarge teams routing insights to action owners
Multichannel feedback intelligence with action routing, priced for large organizations.
- Sentiment analysis
8.2/10★★★★☆Visit SentiSum -
Best forMid-market teams seeking rich theme discovery
A feedback analytics platform for discovering themes, sentiment, and actionable patterns.
- Sentiment analysis
8.1/10★★★★☆Visit Thematic -
Best forTeams exploring feedback across multiple sources
Kapiche turns customer feedback into themes, sentiment analysis and searchable insights.
- Sentiment analysis
8.0/10★★★★☆Visit Kapiche -
Best forSmaller teams seeking an affordable analytics starting point
Affordable text analytics for teams combining survey, review, and support feedback.
- Sentiment analysis
7.9/10★★★★☆Visit Keatext -
Best forProduct teams prioritizing ideas, portals, and roadmaps
A product-feedback hub combining portals, prioritization, analytics, and roadmaps.
- Sentiment analysis
7.8/10★★★★☆Visit UserVoice -
Best forMid-market and enterprise feedback programs
A broad feedback hub for collecting, analyzing, and routing responses across channels.
- Sentiment analysis
7.8/10★★★★☆Visit Pisano -
Best forTeams needing journey analysis and case management
A feedback analytics platform pairing journey analysis with survey collection and case management.
- Theme detection
- Sentiment analysis
7.7/10★★★★☆Visit SmartCX -
Best forEnterprise teams exploring feedback with AI
Unwrap turns feedback into themes, sentiment analysis, searchable groups, and dashboards.
- Sentiment analysis
7.5/10★★★★☆Visit Unwrap -
Best forTeams needing surveys plus CX analytics
A survey-led CX suite for collecting feedback across channels and analyzing responses.
7.4/10★★★★☆Visit Zonka Feedback -
Best forTeams focused on real-time text-comment analysis
Real-time comment analysis that turns feedback patterns into follow-up workflows.
- Data export
- Theme detection
- Sentiment analysis
7.3/10★★★★☆Visit PXP -
Best forService businesses tracking satisfaction and follow-up
A focused feedback platform for measuring satisfaction and following up across locations.
7.2/10★★★★☆Visit Listen360 -
Best forTeams using conversational surveys and live discussions
A conversational feedback suite for adaptive surveys, live discussions and Ana analytics.
7.1/10★★★★☆Visit site -
Best forSmall teams testing low-cost survey feedback analytics
A low-cost survey and feedback analytics tool with AI summaries and multiple collection channels.
7.0/10★★★★☆Visit feedback.tools
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Sentiment analysis | Score |
|---|---|---|---|---|---|
| 1 | Qualtrics | Yes | $420/mo | 9.1 | |
| 2 | Medallia | Yes | 8.9 | ||
| 3 | Verint Voice of the Customer | Yes | 8.8 | ||
| 4 | Chattermill | Yes | 8.7 | ||
| 5 | Enterpret | Yes | 8.6 | ||
| 6 | Clootrack | Yes | 8.5 | ||
| 7 | InMoment | Yes | 8.4 | ||
| 8 | unitQ Monitor | Yes | 8.3 | ||
| 9 | SentiSum | No | $100,000/yr | Yes | 8.2 |
| 10 | Thematic | No | $25,000/yr | Yes | 8.1 |
| 11 | Kapiche | No | $1,060/mo | Yes | 8.0 |
| 12 | Keatext | No | $550/mo | Yes | 7.9 |
| 13 | UserVoice | No | $12,000/yr | Yes | 7.8 |
| 14 | Pisano | No | Yes | 7.8 | |
| 15 | SmartCX | No | Yes | 7.7 | |
| 16 | Unwrap | No | $24,000/yr | Yes | 7.5 |
| 17 | Zonka Feedback | 7.4 | |||
| 18 | PXP AI Text Analytics | No | Yes | 7.3 | |
| 19 | Listen360 | 7.2 | |||
| 20 | Datanautix Sarina | No | 7.1 | ||
| 21 | feedback.tools | No | $35/mo | 7.0 |
Head-to-head All 23 comparisons →
- Qualtrics vs Medallia
- Qualtrics vs Verint Voice of the Customer
- Qualtrics vs Chattermill
- Qualtrics vs Enterpret
- Qualtrics vs Clootrack
- Qualtrics vs unitQ Monitor
- Medallia vs Verint Voice of the Customer
- Medallia vs Clootrack
- Medallia vs unitQ Monitor
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How we rank feedback 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 Nov 2026
Last updated · How we research and update