All projects · SaaS Product Tools
Findly — Intelligent Commerce Search
A standalone e-commerce search studio with a custom inverted index and explainable relevance ranker.
A standalone e-commerce search studio with a custom inverted index and explainable relevance ranker. Find products through partial words, misspellings, synonyms and multi-word intent, then refine with category, brand, price and rating filters. Local search and click signals power autocomplete, alternatives and a compact analytics view.
- Indexes product names, descriptions, categories, brands and tags across a 60+ item local catalogue
- Ranks exact, prefix, synonym and length-sensitive fuzzy matches with phrase bonuses and query coverage safeguards
- Combines category, brand, price and rating filters with relevance, price and rating sorting
- Tracks recent and no-result searches plus product clicks; click feedback adds a capped query-specific ranking boost
- Autocomplete, suggested alternatives, match highlighting and developer-mode ranking explanations
- Local analytics page and self-contained inline product illustrations; no backend, image host or build step
Built with: Vanilla JavaScript, Inverted Search Index, Fuzzy Matching, Relevance Ranking, LocalStorage Analytics, Responsive CSS