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Growth · alternatives · 2026

24 alternatives to Confidence

An experimentation platform made with love at Spotify

Confidence is an experimentation platform that helps teams set up, run, coordinate, and analyze user tests, ranging from simple A/B tests to complex experiments. Built by Spotify based on over a decade of experience… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Confidence launched in 2024; newer entries below may have overtaken it.

  1. 1
    Honestly▲568

    See what Reddit and TikTok honestly think about your product

    Jun 2026 · usehonestly.com · its alternatives →

  2. 2AP
  3. 3
    TrustLoop▲379

    AI powered feedback & reputation management for products

    2024 · its alternatives →

  4. 4
    Matter▲547

    Take control of your career. Peer feedback for professionals

    2018 · matterapp.com · its alternatives →

  5. 5

    A sophisticated A.I. judges your awful taste in music.

    2020 · pudding.cool · its alternatives →

  6. 6

    Capture, analyze & showcase customer feedback with ease

    2024 · its alternatives →

  7. 7

    People's A/B test results that show which UI ideas work best

    2015 · goodui.org · its alternatives →

  8. 8

    The #1 Social Proof Platform for your website

    2024 · provesrc.com · its alternatives →

  9. 9

    Product validation platform

    2023 · prelaunch.com · its alternatives →

  10. 10

    Try new habits, challenges, and tools

    2025 · easlo.co · its alternatives →

  11. 11

    Know how someone really feels using AI

    2018 · its alternatives →

  12. 12

    Create music by analyzing emotions or pick the perfect track

    2024 · face-tune-fronte.vercel.app · its alternatives →

  13. 13
    Idealy▲85

    Validate your Startup idea before you build it.

    2021 · idealy.app · its alternatives →

  14. 14
    BetaTesta▲167

    Pairing makers with testers

    2017 · betatesta.xyz · its alternatives →

  15. 15
    Synthetic▲111

    Spotify powered, data-driven music discovery

    2017 · syntheticapp.tech · its alternatives →

  16. 16
    Trustii▲92

    Trust your decisions

    2023 · trustii.co · its alternatives →

  17. 17

    A straightforward template to build cohorts for marketplaces

    2018 · its alternatives →

  18. 18

    Feedback for professionals & WFH teams. Now with analytics!

    2020 · matterapp.com · its alternatives →

  19. 19

    Hey there! Signals is a survey system that collects feedback from staff (mostly) but also clients and stakeholders in a business. It does this via SMS on a weekly schedule (the cadence can be changed but it works best when done weekly). My co-founder and I started working on this nearly a year ago, having run similar small builds for over four years. This time we’ve tried to do it properly. The execution is relatively simple - similar to an eNPS (Net Promoter Score - a common way of measuring how consumers like your product or service), but we wanted a way to anonymously pass candid feedback…

    2023 · runsignals.com · its alternatives →

  20. 20
    Lean▲64

    Growth experimentation platform for marketing teams.

    2023 · lean.typedream.app · its alternatives →

  21. 21

    Empower your customers to represent your true brand.

    2018 · conversio.com · its alternatives →

  22. 22IM

    Hey! I wanted to share Noise with you, a tool that allows musicians and artists to create a free website from their Spotify profile. You don’t have to be an artist to try it out! You can play with it (for free) and for fun by making a Noise for your favorite artist. Feedback is really appreciated!

    2023 · noise.site · its alternatives →

  23. 23

    Build and manage lean start up experiments

    2023 · proofbase.io · its alternatives →

  24. 24

    Validate smarter. Build faster. Pitch with confidence

    2025 · its alternatives →

Also compare

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →