Meta Search 101

Search, offer, booking, payment, reconciliation and servicing architectures.

Runbooks for timeouts, duplicate bookings, webhooks, stale state, refunds and provider outages.

AI agents, MCP/A2A, delegated payments, mandates and auditability.

NDC, Offer/Order, ticketing, servicing and flight-distribution models.

Use Google Places as supplemental property/location context without turning Place IDs, ratings or reviews into hotel inventory source-of-truth.

Reconcile affiliate clicks with provider bookings using stable click IDs, booking references, attribution windows and settlement states.

Handle unknown booking state after create timeouts using idempotency, lookup, payment evidence and reconciliation instead of blind retries.

Reconcile gross booking value into net commercial revenue across cancellations, refunds, modifications and matured booking states.

Detect the same hotel living under multiple canonical records using name, geo, address and supplier-mapping evidence.

Understand Google Flights in Turkey across discovery, airline/OTA seller options, TRY display and booking handoff.

Understand Google Hotels in Turkey across TRY display, booking links, provider handoff and price-accuracy context without duplicating the global platform profile.

Preserve canonical hotel identity across name and brand changes while managing aliases, source mappings and downstream invalidation.

Investigate bookings that cannot be matched to clicks through click IDs, attribution windows, callbacks, consent and reconciliation.

Diagnose differences between provider commercial reports, invoices and internal analytics across scope, timing, currency and maturity.

Manage supplier API rate limits and quota exhaustion with token budgets, backoff, queues, caching and traffic shaping.

Investigate hotel rate-parity differences through room/rate comparability, taxes, policies, market context and freshness.

Handle provider API or feed schema changes with version gates, quarantine, compatibility checks, shadow parsing and rollback.

Understand Skyscanner's Turkey market surface across flight comparison, TRY display, airline/OTA seller options and booking handoff.

Handle travel-search supplier timeouts with containment, retry budgets, fallbacks, circuit breakers and controlled recovery.

Understand trivago's Turkey surface across hotel comparison, TRY display, advertiser handoff and booking ownership.

Model FX source, TRY conversion, rounding, quote timestamps and stale-rate risk for production travel pricing in Turkey.

Model accommodation tax, VAT, mandatory fees and total-price semantics correctly in hotel metasearch and OTA price comparison for Turkey.

Model NDC Offer/Order lifecycle across search, offer, revalidation, order creation, payment, ticketing, servicing and reconciliation states.

Understand how Galileo (1G), Apollo (1V) and Worldspan (1P) remain relevant as provider identities and historical GDS context inside Travelport integrations.

Normalize fare families, baggage allowances and ancillaries from airline/GDS/NDC sources into a canonical flight-offer model.

Separate reprice, schedule change, order, PNR, payment and ticket/document states across the flight-booking lifecycle.