// Methodology

How we
verify.

The full research methodology behind every entry. How venues are sourced, verified, ranked, and kept current. Transparency over polish.

Sourcing

We source venues from a mix of local knowledge, on-foot exploration, community recommendations, and English/Thai search. Every entry traces back to at least one of:

  • Direct visit by us or a trusted local
  • Verified primary source (the venue's own website or social, dated within 12 months)
  • Community recommendation from a long-term Pattaya resident

We do not scrape Google Maps, TripAdvisor, or other directories without verification.

Verification

Each venue is checked for:

  • Is it open? — phone or in-person confirmation
  • Stated hours match reality — cross-checked with current customers when possible
  • Price tier accurate — entry-level pricing confirmed via published rate or direct quote
  • Category appropriate — venue actually does the sport it claims
  • Quality of facility — equipment, cleanliness, instructor presence

Ranking

Within a category, venues rank by composite score: facility depth, instructor caliber, customer feedback signal, longevity, breadth of programs offered, and operational reliability (how often doors are open as advertised). No paid weighting.

Updates

A verified date appears on every venue page. Re-verification is rolling rather than rigid: priority queue first (popular venues, recent reports, venues that have moved or changed format), background queue second. When we hear of a closure or major change we re-check and update as fast as we reasonably can — typically within days, never longer than a couple of weeks. If we can't reach a venue across 30 days of attempts, it's marked stale and ranking-suppressed. Public reports of errors or closures can be sent to [email protected].

Removals

Venues are removed when:

  • Permanent closure confirmed
  • Operations relocated outside Pattaya / Eastern Seaboard
  • Owner explicitly requests removal in writing
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// Independent Pattaya guides · TimPaemi network