Your products, recommended — in AI search and on your store
You built products worth recommending. Veristyle makes sure both AI assistants and your own storefront actually recommend them.
What you’re up against
- 01
Shoppers ask ChatGPT, and it recommends someone else
Over half of Gen Z research products on AI assistants. If your catalog is not legible to them, the recommendation — and the sale — goes to a competitor whose catalog is.
- 02
On-site search fails real questions
Your customer searches "dress for a September wedding in Italy" and gets keyword noise. Style-aware discovery answers the question she actually asked.
- 03
Returns eat the margin
Wrong-fit purchases are discovery failures. Fit-aware matching catches them before checkout instead of at your returns desk.
Where Veristyle fits
- Make your catalog citable in AI answers with GEO / AEO structured product data.
- Guide every shopper with the Product Discovery app.
- See where you stand today with the free AI visibility audit.
Recommended reading
Frequently asked questions
Do I need a developer to use Veristyle?
No. Brand owners install from the Shopify App Store in minutes. Enrichment runs automatically; nothing about your theme or product pages has to change.
Does this work for beauty and jewelry, not just apparel?
Yes. The trait model covers apparel, beauty, jewelry, and accessories — categories where shoppers search by feeling, occasion, and fit rather than product names.
How fast do I see something?
Catalog enrichment happens quickly after install. On-site discovery improves immediately; AI-search visibility builds as engines re-crawl your enriched catalog.
See Veristyle on your catalog
See how your products show up in AI search today, and what personalized discovery could do for your numbers.