SearchMind AI - Intelligent e-commerce search engine powered by artificial intelligence
    Case Study

    Stadium: more purchases with the same searchers

    Sports e-commerce in Uruguay where the search channel generates 24% of total revenue and converts 2.3× better than non-search browsing.

    Platform: FenicioIndustry: SportsMarket: Uruguay

    +28%

    Purchases from search

    +33%

    Add-to-carts from search

    24%

    Of total revenue from search

    2.3×

    Search conversion vs non-search

    The problem: sports searches the engine couldn't process

    In sports e-commerce, customers search in very specific ways: by sport, brand, size, activity type. "Trail running shoes size 10" is a perfectly reasonable query — but most search engines can't process it.

    Stadium faced high abandonment rates among search users, multi-attribute queries that returned useless results, and no data to understand what products customers searched for but couldn't find.

    Semantic search that understands sports context

    Multi-attribute understanding

    A search like 'men's trail running shoes size 10' is processed as a complete intent, filtering by category, gender, and size simultaneously.

    Intelligent reranking

    Products are ordered by real relevance, prioritizing available stock and popularity.

    Actionable analytics

    The dashboard revealed zero-result searches that informed catalog adjustments.

    Results from day one

    Fast deployment, positive indicators visible in the first week.

    Deployed in days, not months. Native integration with Fenicio.

    A channel that delivers outsized returns

    GA4 data comparing two equivalent semesters of operation.

    +28% in purchases from search

    Transactions originating from search grew 28%, even with 3.6% fewer users using search. The improvement is engine quality, not volume.

    +33% in add-to-carts from search

    The purchase-intent signal grew 33%. More customers add to cart from search results — translating directly into more real sales.

    24% of revenue, with 17% of sessions

    The search channel generates nearly 1 in every 4 dollars of site revenue, using just 17% of total sessions. Without search, period sales would have been virtually the same as the previous year.

    2.3× higher conversion than non-search sessions

    Users who search convert 2.3 times more than those who browse without searching. Purchase intent is captured at the exact moment.

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