Analytics & Data·Standings

Feedback Analytics Software: How to Choose

Feedback analytics software gathers customer comments and identifies sentiment and recurring themes; the right choice depends on the feedback sources it can analyze and how its findings fit your workflow.

Use the board’s signal score out of 10 as one comparison point. Check the API, open-source, and free-tier marks, then compare feedback sources, language support, integrations, and data export.

  • 19 platforms
  • 4 with a public API on this page
  • 1 with a free tier
  • Checked 28 Sept 2026
  1. 1
    Q
    Qualtricsqualtrics.com
    7.3 APIOpenFree Free tier · from $420/mo
  2. 2
    ZF
    Zonka Feedbackzonkafeedback.com

    Feedback management with AI analysis, surveys, and NPS, CSAT, and CES measures.

    6.2 APIOpenFree From $99/mo
  3. 3
    P
    Pisanopisano.com

    Experience management for customer and employee feedback, with surveys and a shared inbox.

    5.8 APIOpenFree From $0.01/mo
  4. 4
    VV
    Verint Voice of the Customerverint.com

    Customer feedback software combining speech, digital behavior, and surveys to identify friction.

    5.5 APIOpenFree —
  5. 5
    FT
    feedback.toolsfeedback.tools

    A feedback analysis service that labels free-text findings and groups them into themes.

    5.5 APIOpenFree —
  6. 6
    K
    Keatextkeatext.ai

    A cloud text analysis service for interpreting customer feedback from several sources.

    5.5 APIOpenFree From $550/mo
  7. 7
    U
    Unwrapunwrap.ai

    Customer feedback analytics with automatic tagging, question-answering, charts, and dashboards.

    5.4 APIOpenFree From $24,000/yr
  8. 8
    C
    Clootrackclootrack.com

    Customer conversation analytics that combines feedback sources and reports experience drivers.

    5.3 APIOpenFree —
  9. 9
    C
    Chattermillchattermill.com

    Customer feedback analytics that finds trends and supports answers with comments, charts, and reports.

    5.2 APIOpenFree —
  10. 10
    U
    UserVoiceuservoice.com

    Feedback capture and analysis with customer context, prioritization tools, and customer updates.

    5.1 APIOpenFree —
  11. 11
    K
    Kapichekapiche.com

    A customer conversation analysis tool that flags sentiment, escalation risk, and likely churn.

    5.0 APIOpenFree From $2/mo
  12. 12
    S
    SentiSumsentisum.com

    Customer feedback analytics that flags emerging issues, explains churn, and scores conversations.

    5.0 APIOpenFree From $100,000/yr
  13. 13
    T
    Thematicgetthematic.com

    A feedback analysis platform that finds themes, sentiment, and predicted customer scores.

    5.0 APIOpenFree From $25,000/yr
  14. 14
    L
    Listen360listen360.com

    A customer experience platform that converts feedback into usable information for growing businesses.

    4.7 APIOpenFree —
  15. 15
    E
    Enterpretenterpret.com

    Customer signals from support, sales, and market sources organized into shared themes and context.

    4.7 APIOpenFree —
  16. 16
    PA
    PXP AI Text Analyticspressnxpress.com
    4.3 APIOpenFree —
  17. 17
    DS
    Datanautix Sarinadatanautix.com
    4.0 APIOpenFree —
  18. 18
    UM
    unitQ Monitorunitq.com

    Feedback monitoring that detects sentiment and themes in support, social, survey, and review data.

    4.0 APIOpenFree —
  19. 19
    S
    SmartCXgetsmartcx.com

    Feedback analytics that detects sentiment and themes across surveys, reviews, and behavior.

    4.0 APIOpenFree —

Places #1, #2, #3, #4, #5 on this board are open to sponsors. Take #1 · Other ways to advertise

How to choose

Which feedback sources does it need to analyze?

Start with the places your customers already leave feedback. Compare the sources each tool supports against your needs, since coverage can affect what comments are available for analysis.

Can it identify sentiment and themes?

Check whether the tool offers sentiment analysis and theme detection, then consider which of those capabilities matter for your work. These are separate comparison points on the board.

Does it connect to the tools I already use?

Compare native integrations and data export options with your current workflow. An API can also provide a way for other software to connect, but check whether the particular tools you use are supported.

Which platforms can I use it on?

Check the listed platform marks for web, API, iOS, Android, self-hosted use, or an extension. Choose based on where you need to access the software or connect it to other systems.

How much does feedback analytics software cost?

Pricing varies by product. For example, feedback.tools is listed at $35 per month with annual billing and a 7-day trial; Keatext is listed from $550 per month with a 14-day trial. Chattermill lists pricing on request.

Check whether a tool has a free plan or a free trial, and confirm current terms with the provider before deciding.

Questions

What does feedback analytics software do?

It analyzes customer feedback. The board compares feedback sources, sentiment analysis, theme detection, language support, native integrations, and data export.

How do I choose feedback analytics software?

Start with the feedback sources you need to analyze, then compare sentiment and theme features, language support, integrations, export options, platform availability, and price.

Does feedback analytics software have a free plan?

A free plan and a free trial are different. Check the board’s free-plan mark and trial details, then confirm current terms with the provider.

Can feedback analytics software connect to other apps?

Compare native integrations and check for an API, a way for other software to connect. Confirm that the tools in your workflow are supported.

Can I run feedback analytics software on my own servers?

Check the self-hosted platform mark for the software you are considering. The board also indicates web, API, mobile, and extension availability where listed.

Some top positions on this board can be paid placements, standing where they were sold. The facts on each platform are not for sale. How we rank · Disclosure