battles / Search

Expertrec vs Site Search 360

Expertrec ($99/mo/mo, vibe code 7/10) vs Site Search 360 ($49/mo/mo, vibe code 7/10). Expertrec is the easier one to rebuild yourself — here is what you lose either way.

Search

$99/mo/mo

Vibe code7/10
Moat1/10
MVP
1 weekend
Full replacement
1-2 months, required for catalog synchronization webhook reliability and visual search tuning

easier to rebuild

get the build prompt →

Search

$49/mo/mo

Vibe code7/10
Moat1/10
MVP
1 week
Full replacement
2-3 months, primarily to build resilient web crawling, JS rendering, document parsing, and dynamic UI widgets.
get the build prompt →

price gap / year

$600/mo

running both / year

$1,776/mo

our call

Start with Expertrec — highest vibe code, weakest moat.

Expertrec

Expertrec provides standard search index hosting with pre-built widget templates. Wrapping an open-source engine like Meilisearch or Typesense using Claude yields identical or superior fast search with zero ongoing software margins.

you can rebuild

  • Real-time autocomplete dropdown
  • Typo tolerance and fuzzy matching
  • Faceted search UI (filtering by category, price, tag)
  • Custom synonym mapping rules
  • Zero-result query reporting

what you lose

  • No-code visual control over search widget colors and positioning
  • Hosted server infrastructure managed by a third party
  • Out-of-the-box UI dashboard for synonym rules management
  • One-click plugin installers for legacy platform storefronts
  • Turnkey crawler for non-API platform stores

real moats

  • Turnkey non-technical dashboard for merchandising rules
  • Zero infrastructure maintenance overhead for store owners

open source escape hatches

Site Search 360

Site Search 360 combines a web crawler with a search index and an embeddable JavaScript widget. Self-hosting Typesense or Meilisearch eliminates the subscription cost while delivering faster search responses.

you can rebuild

  • Instant search autocomplete with thumbnail previews
  • Faceted search filters (categories, tags, price ranges)
  • Custom synonym dictionaries and stop-word rules
  • Manual result re-ranking (pinning and boosting specific pages)
  • Content categorization and structural data extraction

what you lose

  • Turnkey JavaScript widget with customizable modal/overlay themes
  • Automated headless crawler capable of rendering client-side JS pages
  • Out-of-the-box PDF and Office document content extraction
  • Built-in search analytics dashboard with 'no results found' metrics
  • Zero-maintenance managed infrastructure and SLAs

real moats

  • Convenience of copy-paste snippet integration without hosting servers
  • Non-technical administrative UI for visual re-ranking and synonym rules
  • Pre-built web crawler that abstracts HTML structure parsing

open source escape hatches

Questions people ask

Which is easier to rebuild with AI, Expertrec or Site Search 360?

Expertrec. It scores 7/10 on vibe code with a moat of 1/10, so an AI-assisted MVP takes about 1 weekend and a full replacement about 1-2 months, required for catalog synchronization webhook reliability and visual search tuning.

Which one costs less, Expertrec or Site Search 360?

Site Search 360 at $49/mo/mo for a typical mid-market store. The gap between the two is about $600/mo a year.

What do I lose if I replace Expertrec?

No-code visual control over search widget colors and positioning Hosted server infrastructure managed by a third party Out-of-the-box UI dashboard for synonym rules management

What do I lose if I replace Site Search 360?

Turnkey JavaScript widget with customizable modal/overlay themes Automated headless crawler capable of rendering client-side JS pages Out-of-the-box PDF and Office document content extraction

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