Methodology

How TripSignal hotel signals and guides are built

What our numbers mean, where they come from, and what we will not claim without a source.

TripSignal is a signal-led hotel product, not a travel magazine. Pricing snapshots, guest scores, and event guides all tie back to curated hotel records the founder maintains — with date stamps, disclosed limitations, and links to live signal pages where you can validate rates before booking.

See signals in practice on hotel search or read about TripSignal.

Data sources

  • Guest scores and review countsPulled from public booking-platform guest ratings at the time each hotel was added or last refreshed. Counts reflect reviews aggregated into TripSignal's hotel records — not live API feeds on every page view.
  • Signal pricesManually researched sample rates compared against a curated reference price for the same property. Each snapshot is date-stamped on the hotel signal page so you can see when it was last checked.
  • Event dates and venuesChecked against official event sites before publication. Guides include a verified date when timing is time-sensitive. We update when organizers change dates or venues.
  • Editorial hotel picksHand-selected for neighborhood fit, signal strength, and traveler use case. Affiliate relationships do not change ranking order. When a pick is a close call, we say so.

Refresh cadence

  • Destination and hotel signal pages: rolling manual refresh — typically every 2–4 weeks for active markets, or sooner when a major event approaches.
  • Event hotel guides: fact-check pass when official dates publish or change; pricing language always points back to live hotel signal pages.
  • Blog publish dates show when a guide was written; updatedAt changes when we materially revise facts or picks.

What we do not claim

  • Off-peak signal prices are planning anchors, not guaranteed event-week rates.
  • We do not publish unsourced percentage spikes for conventions or festivals.
  • Guest scores summarize public review data — they are not independent on-site inspections.
  • AI assists drafting; the founder reviews facts, hotel IDs, and pricing references before publish.

Questions or corrections

Found a stale date or a hotel pick that no longer fits? Email contact@trip-signal.com. Event guides are updated when organizers change schedules or venues.