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Chris Messina

Confidence — An experimentation platform made with love at Spotify

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Based on learnings from 10+ years about enabling experimentation at scale, Confidence makes it easy for teams to set up, run, coordinate, and analyze user tests — from simple A/B testing to the most complex use cases.
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Chris Messina
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Spotify has one of the best experimentation platforms in the business... exciting to see them role out more of Spotify's guts to diversify their business (as Amazon did with AWS) and improve product development at other firms.
Chris Messina
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@vincentkoc true, but as of Dec 20, they're discussing opening up their beta: https://x.com/spotifyeng/status/...
Donna Hanafi
@chrismessina @vincentkoc We are enrolling new companies to the private beta at a faster speed right now :) And will be opening up the beta this year.
Davor Kolenc
Looks great, especially like the API part. Wishing the best of luck to make it great and big :) Congratz on launch!
Aymeric Sans
I appreciate the approach of turning the build-vs-buy dichotomy into a build-and-buy continuum. It let's us experiment with greater freedom. Congratulation on the launch @chrismessina
Altiam Kabir
Just stumbled upon Confidence – looks like a game-changer for teams looking to streamline their experimentation process. Congrats on the launch, team!
Lukas Rüger
Great to see the immense experience of Spotify being shared and used for a new product! @chrismessina Quick Feedback on the Launch: The sign-up for the beta is only at the very end of the long text. Maybe you could include the form also as a Link here on ProductHunt so more people sign up? Excited for the beta, I'll definitely check it out!
Esus 🛡️
Wow. Love when companies release internal things as tools, looks really neat. Nice hunt!
Johan Steneros
Great to see Spotify share its knowledge through this testing platform.
Alex Gavril
I believe that testing is necessary in any field. A platform that helps you with this and offers value is always welcome. Congrats on the launch! 👏
Abhilash Chowdhary
Congrats team Confidence on your launch. Excited to try it.
Chirag
Impressive prduct, especially with the emphasis on the API part. Best of luck in achieving great success! Congratulations on the launch!
Trang Pham
Congrats. ✨ Can you provide some examples of the types of user tests that Confidence is capable of supporting?
Danielyti
Fair faltered upon Certainty – looks like a game-changer for groups looking to streamline their experimentation prepare. Congrats on the dispatch, group!
Manju Bhujel
this project looks great mainly the ai part. hope this will be a great hit and best of luck
Ghost Kitty
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Tanmay Parekh
All the best for the launch @chrismessina
Harry
Fantastic! Great to see Spotify making this public...
Shahmir Faisal
Congrats on the launch of Confidence!
David H. Laughlin
Amazing! It is grate to see sharing the knowledge through this platform.
Sachin Jeganendran
congrats on launch!
Sridhar Swaminathan
Best wishes for the launch @chrismessina