Turn browsing into buying, without the guesswork

Yes, one category and one market, live in two to four weeks depending on how fast your side can turn things around. Depending on scope, typical pilots start from €7,500 over three months. Requirements: a product feed, a decision on the starting category, and one person who knows the catalog well enough to check the enrichment output, usually a few hours a week during setup.

Your best associates ask two or three questions, listen, then translate the answers into a recommendation. Sagent runs that same pattern at 11pm on a phone, for the shoppers who will never walk into your store. The knowledge comes from your team, since we build the model with the people who know which jacket holds up through a wet autumn.

You can point an LLM at your feed today and it will answer spec questions well. Shoppers ask in needs, something for wide feet that survives a wet winter, and a spec feed leaves the assistant guessing. Data Enrichment turns your technical attributes into that shopper language, and keeping it current as your catalog turns over is most of the build.

Sagent recommends products from your catalog, described with attributes you have approved, in your brand's tone. It has no route to inventing a product you don't sell, and when a shopper asks something outside its scope it says so and hands off. You set the boundaries before launch and review real conversations after.

Enrichment runs continuously and flags missing or incomplete attributes with automated alerts, so gaps surface instead of sitting there. The enriched data exports back into your PIM, which improves your search and merchandising at the same time. Ownership sits with ecommerce or marketing, with a light review cadence.