Hollister's website search goes beyond matching exact keywords by recognising emerging fashion trend terms and cultural phrases — such as "coastal cowgirl" or "Americana" — to surface relevant products even when descriptions on the site use different words. Hollister was ranked 9th among top fashion brands for this type of AI capability in a 2024 industry index.

Lily AI's 2024 Retail AI Index specifically cited Hollister's on-site search as a standout example of trend-aware search, noting its ability to account for fresh and timely cultural trend terms. At NRF 2026, A&F Co.'s CDTO described the company's broader direction as moving from basic keyword matching toward a conversational and contextual search experience. This approach aims to close the gap between the in-store experience (where associates can interpret vague requests) and digital discovery.