GLOSSARY

SERP

A SERP is the page of results after a search. For stores, a great SERP is fast, relevant, and easy to refine.

What is a SERP?

A SERP (search results page) displays the ranked results and controls after a query: grid/list, facets/filters, sort, highlights/snippets, badges, related searches, and navigation. In web SEO, SERPs also include rich results (stars, prices), People Also Ask, images, and AI answers; in onsite search, they’re your product results page.

How It Works (quick)

  • Pipeline: Query → recall (BM25 + vectors) → hard filters (stock/ACL) → ranking/LTR → diversity caps → render.
  • UI: Card layout with image, title, price, rating, availability, variant info; sticky facets; chips for applied filters.
  • Enhancements: Did-you-mean, spell relax, related searches, and zero-results recovery.
  • SEO (web SERP): Titles/meta, structured data (JSON-LD), canonical/hreflang influence how your listings appear.

Why It Matters in E-commerce

  • The SERP is where intent meets inventory. Clear relevance and refinement increase CTR, add-to-cart, and revenue.

Best Practices

  • Relevance first: Phrase/exact + hybrid retrieval; LTR as data grows.
  • Trust cues: In-stock, delivery ETA, returns, review count.
  • Performance: Sub-200 ms backend, lightweight images, virtualization.
  • Refinement UX: Facets that align to attributes; chips and easy clear-all.
  • Zero-results: Spelling suggestions, relax filters, popular categories, contact options.
  • Accessibility: Landmarks, keyboard navigation, alt text.
  • SEO listings: Product/Offer/Breadcrumb schema, clean canonical URLs, stable titles/meta.

Challenges

  • Popularity bias, mono-brand walls, slow media, facet sprawl, and multilingual highlighting.

Examples

  • “gore-tex trail shoes 45” → pre-filtered grid with Waterproof + Size 45 chips and tight highlights.
  • Web SERP: product result with price, availability, rating rich results from JSON-LD.

Summary

Design your SERP for speed, relevance, and clear refinement. Combine strong retrieval/ranking with trust cues, accessible UI, and SEO-ready markup.

FAQ

Infinite scroll or pagination? Pagination is analytics-friendly; infinite scroll is smooth—hybrids are common.

Show out-of-stock? Hide by default; optional toggle with notify-me.