Why does personalization matter even more for discovery than for search? Because search serves shoppers who already know what they want, while discovery has to spark interest in shoppers who don’t. Etsy, the marketplace for unique and handmade goods, showed how much personalized discovery is worth.
The result: Etsy’s AI-personalized pages yielded nearly double the engagement compared to non-personalized versions, driving more product discovery.
A catalog you can’t search your way through#
Most of Etsy’s tens of millions of items are unique, handmade, or one-of-a-kind. Shoppers rarely arrive with a precise product name — they arrive with a feeling: a gift idea, an aesthetic, a vibe. A generic experience that shows everyone the same products is nearly useless against that kind of intent, because what delights one shopper is noise to another.
Etsy’s AI personalizes discovery to each shopper’s taste, assembling pages that feel curated for them. The payoff was roughly 2x engagement versus non-personalized pages — shoppers clicking deeper, exploring more, and building the intent that leads to purchase.
How AI-powered discovery works#
AI discovery personalizes what each shopper sees based on their behavior, even when they haven’t searched. It reads taste signals and surfaces products that match — including items the shopper would never have thought to search for.
Three mechanics make it effective. The engine infers taste from subtle signals — views, favorites, dwell time — since there’s no clean category structure to lean on. It surfaces serendipity, presenting relevant items shoppers didn’t know to look for, which is the emotional core of browsing Etsy. And it deepens the session, because a relevant page invites the next click, and the next.
Why engagement is the leading indicator#
A 2x engagement lift is the early signal that matters for a discovery-driven marketplace. On Etsy, purchases follow exploration: a shopper who clicks deeper and lingers longer is building intent. Double the engagement and you widen the top of every purchase journey on the site. Personalized discovery doesn’t push a known product — it invites shoppers to explore more, and exploration is where marketplace demand is created.
What this means for your store#
Even with a conventional catalog, the principle holds — generic pages waste your highest-traffic surfaces:
- Personalize discovery pages to each shopper’s taste so they engage instead of bouncing.
- Surface serendipitous, relevant items shoppers wouldn’t search for to deepen exploration.
- Treat engagement as the early signal of intent and optimize discovery to grow it.
The store that personalizes discovery turns passive looking into active exploration — and exploration is what converts.
Bring AI discovery to your store with CartAmplify#
CartAmplify brings the same AI-powered personalized discovery that doubled Etsy’s engagement to any store — Shopify, dropshipping, or marketplace. Pages that adapt to every shopper and keep them exploring.
Related reading#
- How Etsy’s AI Discovery Doubles Engagement on Unique Finds
- How Etsy Doubled Engagement with AI-Personalized Browsing
- How Rappi Boosted Revenue with AI Search
Figures cited from publicly reported Etsy AI case studies. Results vary by catalog, traffic, and implementation.
