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.
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Honestly▲568See what Reddit and TikTok honestly think about your product
Jun 2026 · usehonestly.com · its alternatives →
- 2AP
2015 · doubleblinded.com · its alternatives →
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Matter▲547Take control of your career. Peer feedback for professionals
2018 · matterapp.com · its alternatives →
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A sophisticated A.I. judges your awful taste in music.
2020 · pudding.cool · its alternatives →
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GoodUI Evidence▲300People's A/B test results that show which UI ideas work best
2015 · goodui.org · its alternatives →
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ProveSource 3.0▲236The #1 Social Proof Platform for your website
2024 · provesrc.com · its alternatives →
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FaceTune.ai▲165Create music by analyzing emotions or pick the perfect track
2024 · face-tune-fronte.vercel.app · its alternatives →
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Synthetic▲111Spotify powered, data-driven music discovery
2017 · syntheticapp.tech · its alternatives →
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A straightforward template to build cohorts for marketplaces
2018 · its alternatives →
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Feedback for professionals & WFH teams. Now with analytics!
2020 · matterapp.com · its alternatives →
- 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 →
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Lean▲64Growth experimentation platform for marketing teams.
2023 · lean.typedream.app · its alternatives →
- 21

Empower your customers to represent your true brand.
2018 · conversio.com · its alternatives →
- 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 →
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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 →