⚡AgentSkills
🛍️ E-commerce & Retail · Discovery Experience

Make site search find what merchandisers mean

Query understanding, synonym control, zero-result recovery, and curated placements.

intermediate~35 minE-commerce ManagersMerchandisersRetail Operators

Steps

  1. 1Analyze top queries with zero results weekly — inventory or synonym gap?
  2. 2Build synonym sets from real customer language including misspellings
  3. 3Curate first-row results for head terms; algorithm alone isn't strategy
  4. 4Show partial matches with honest 'no exact match' messaging
  5. 5Merch seasonal collections into search ahead of campaigns
  6. 6Track search-to-purchase conversion vs browse separately forever

Common Pitfalls

  • ▲Exact-match-only engines losing plural/synonym queries
  • ▲Promoted products irrelevant to query training users to ignore results

Commands

Install with skills CLI
$ npx skills add aniruddhaadak80/skills --skill discovery-experience-site-search-merchandising
Install globally
$ npx skills add aniruddhaadak80/skills --skill discovery-experience-site-search-merchandising -g

Tags

#search#merchandising#conversion#ecommerce-retail#discovery-experience