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Confidence by Spotify

Warehouse-native experimentation platform for A/B testing and feature flags
584 ratings4.67
Saves112
CategoryDeveloper Tools
PlatformWeb
PricingFree trial

Confidence by Spotify is an experimentation and feature management platform designed to run A/B tests, manage feature flags, and support data-driven product decisions directly on top of your data warehouse. It provides sequential testing, automatic guardrails, variance reduction, session replay, analytics, and integration with Slack, enabling teams to make informed product decisions with evidence.

Ratings & Reviews

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4.67

584 reviews

Product
5.00
Design & Polish
4.34
Performance
4.67
Mobile PageSpeed
Performance
75 out of 100, Needs improvement
Accessibility
100 out of 100, Good
Best Practices
73 out of 100, Needs improvement
SEO
100 out of 100, Good

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Information

CategoryDeveloper Tools
PlatformsWeb
PricingFree trial
AccountNot confirmed
ListedOctober 2026
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Website checks

Mobile PageSpeed
Performance
75 out of 100, Needs improvement
Accessibility
100 out of 100, Good
Best Practices
73 out of 100, Needs improvement
SEO
100 out of 100, Good

Around the Web

Product Hunt112 source points · 3 comments

4.67 from 584 Product Hunt reviews

Spotify is one of those apps that just makes life better. I can open it anytime, anywhere, and instantly have access to literally any genre of music I'm in the mood for. It's also where I follow my favorite DJs and stay connected with what they're releasing. And the podcasts honestly, I've learned more from Spotify podcasts than from most courses I've taken. Music, discovery, and learning, all in one place. Hard to beat that.

martingebara · Review on Product Hunt

Spotify has been my go-to music streaming app for a while because it makes discovering and enjoying music really easy. The interface is clean and intuitive, so finding playlists, albums, or podcasts doesn’t take much effort. I especially like the personalized playlists like Discover Weekly and Daily Mixes—they usually recommend songs that actually match my taste. The music discovery features are probably my favorite part. I’ve found a lot of new artists through Spotify that I wouldn’t have discovered otherwise. The library is huge, and the streaming quality is consistently good whether I’m listening on my phone, laptop, or smart speaker. Another big advantage is how seamless it feels across devices. I can start listening on my phone and continue on my computer without any interruptions. Overall, it’s a reliable platform for music streaming with great recommendations and a smooth user experience.

vignesh_guruswamy · Review on Product Hunt

I recently returned to Spotify after they finally introduced lossless audio (we were kept waiting a longtime for that one). But after jumping between its competitors over the years (Apple Music, Deezer, Qobuz etc), I have to say that Spotify's UX is infinitely better and really does make it much easier to jump between different kinds of music, to listen to large volumes of it, to keep track of what you're listening to etc.

angus_paterson · Review on Product Hunt

Pretty awesome for such a high profile company to open up its internal tools! Are you designing for similar companies mainly - large consumer co's, or are you seeing traction across b2b, enterprise, etc?

rajiv_ayyangar · Imported from Product Hunt