Build the person half of the query with us
Your customers' product data is about to be judged by shopping agents. Veristyle adds the layer that models the shopper and matches the person to the product. Integrate it through the API, pilot it on a shared customer, and go to market together.
Who we partner with
- 01
PIMs and product data platforms
Your customers hold the product half of every query. Veristyle adds the person half: structured who-it-suits attributes that write back into the record, so the catalog your platform syndicates is one an agent can match to a shopper.
- 02
Feed, syndication, and Shopify catalog tools
Shopping agents and checkout protocols read what the feed carries. Enriched traits flow through your connectors so the agent sees fit, occasion, and skin-tone data, not just title and price.
- 03
AI visibility monitoring tools
You measure share of voice and citations. We change the data the models reason over. Customers who see the gap in your dashboard need somewhere to send it; customers who fix it with us need you to prove it moved.
- 04
Shopify apps, agentic commerce, and checkout platforms
Checkout protocols solve the transaction. Selection happens before that, in the matching step. Veristyle supplies the data for the match and can read from or write to your app through the API.
Ways to work together
Data integration
Read enriched attributes into your platform or push catalog data to ours. REST API, feed connectors, webhooks, and SDKs are in the Developer Toolkit.
Joint customer pilot
One shared fashion or beauty customer, measured with the Visibility Lab before and after enrichment. The pilot produces the evidence both sides use next.
Referral or reseller
Send customers who need the matching layer, or carry it inside your offer. Terms are set case by case and agreed before the first referral.
Co-marketing
Joint write-ups, a listing on each other’s partner pages, and shared sessions for customers. Always after the pilot, and only with the customer’s written permission.
What we bring to the integration
- Computer vision that reads every SKU and tags 200+ style, fit, and color traits
- A model of the shopper: skin tone and undertone, body shape, style, occasion, intent, geography
- Delivery through our out-of-the-box Shopify app or, for most brands, a custom Shopify app built for their store with enhanced analytics and functionality; product feeds and any stack through the API, with no replatforming
- The Visibility Lab, which measures the lift on real shopper questions against real competitors
- A live customer base of US fashion and beauty brands, mostly on Shopify
Start the conversation
Tell us what you build and what an integration would look like. We reply within two business days with a time to talk.
Prefer to talk first? Book a call and we will scope it live.
Frequently asked questions
Is there an API?
Yes. The Developer Toolkit includes a REST API, feed connectors, webhooks, and SDKs. Partners read enriched product and customer attributes, subscribe to enrichment events, or push catalog data in. We scope the integration together on the first call.
Do you compete with AI visibility monitoring tools?
No. Monitoring tools measure what AI assistants say. Veristyle changes the product data those assistants reason over, so a brand can be chosen rather than only indexed. Most brands need both, and we are glad to be the fix your dashboard points to.
Is there a referral or revenue arrangement for technology partners?
Referral and reseller arrangements are set case by case for technology partners. Tell us on the form what you have in mind and we will come to the call with a proposal.
What does the first step look like?
A call to map the data flow, then a pilot on one shared customer with the Visibility Lab measuring the before and after. Co-marketing follows the pilot, never before it, and only with the customer’s written permission.