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TasteLab is an AI personalization sandbox for product teams. Import a catalog, generate synthetic audiences, compare recommendation strategies and find personalization failures before writing production infrastructure.
We built TasteLab because personalization is usually tested too late—after teams have already invested months building recommendation infrastructure. TasteLab lets product teams import a catalog, model synthetic audiences, compare recommendation strategies, and identify trade-offs across relevance, discovery, diversity, coverage, and filter-bubble risk before moving into production. The goal is not to predict real users perfectly. It is to help teams expose weak assumptions earlier, design better experiments, and make more informed product and engineering decisions. We’re launching the first version today and would love feedback from anyone working on recommendations, discovery, personalization, or consumer products.
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About TasteLab on Product Hunt
“Prototype personalization before you build it.”
TasteLab was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #4 on the daily leaderboard. TasteLab is an AI personalization sandbox for product teams. Import a catalog, generate synthetic audiences, compare recommendation strategies and find personalization failures before writing production infrastructure.
TasteLab was featured in Marketing (467k followers), SaaS (43.6k followers) and Artificial Intelligence (475.9k followers) on Product Hunt. Together, these topics include over 244.5k products, making this a competitive space to launch in.
Who hunted TasteLab?
TasteLab was hunted by Emma Bostian. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how TasteLab stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Emma Bostian