Documentation Index

Fetch the complete documentation index at: https://docs.tattoo.dev/llms.txt

Use this file to discover all available pages before exploring further.

​

Search

Search is the first real consumer of the ontology-first model.

​

Current Scope

The current runtime GET /search can search across:

• studios
• artists
• designs

​

Why Search Matters First

Search is where ontology quality becomes visible fastest:

• style taxonomy quality affects filtering
• entity normalization affects ranking
• trust metadata affects what should surface publicly
• provenance affects how aggressive agents can be with downstream use

​

Current Query Surface

The runtime currently supports:

• q
• type
• city, state, country
• latitude, longitude, radius
• styles, specialties
• min_rating
• verified_only
• page, limit
• sort_by, sort_order
• include_facets

​

What Improves Next

• style filters become ontology-backed instead of freeform strings
• search results gain clearer provenance and trust envelopes
• curated and verified records rank above raw and merely normalized records
• future agent tools consume the same search contracts instead of reverse-engineering them