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27 Jun 2026 | Markus Busch

Hotels Now Pay to Be Looked At

Markus Busch on the inversion of hotel distribution economics: AI agents run thousands of searches per session, and the cost of being "looked at" — long hidden inside OTA commissions — is shifting onto hotels going direct.

This insight summarises Hotels Now Pay to Be Looked At by Markus Busch, Editor/Publisher at hospitality.today, published on Hospitality Net in June 2026.

The 30-year deal is breaking. For three decades, being discoverable was effectively free for hotels because OTAs absorbed the infrastructure cost of search and comparison, recouping it only when a booking closed. Human attention had natural limits — a traveller eventually stopped browsing — so search volume was bounded.

AI agents remove the ceiling. An agent doesn't get tired. A single trip-planning session can fire off thousands of hotel searches, walking pricing, availability, and policy endpoints across dozens of properties before landing on a shortlist. The compute cost of being "looked at" no longer fits inside a per-booking commission.

Direct distribution now carries an invisible meter. Hotels going direct via AI Commerce-style platforms (Amadeus AI Commerce, Lighthouse, and emerging MCP-based connectors) inherit the search cost that OTAs used to swallow. Today it's hidden inside subscription fees; tomorrow it will be itemised — per query, per agent session, per quote returned.

The airline precedent. Airlines lived through the same transition with NDC: moving away from per-booking GDS fees and toward absorbing perpetual search cost. Air Canada's explicit surcharges are the early, visible version of what's coming for hotels.

What this means for hoteliers:

  1. Read the fine print on every new "AI distribution" subscription — what counts as a chargeable query.
  2. Model the unit economics of direct AI distribution against today's OTA commission, with realistic agent-driven search volume.
  3. Push providers to expose search-cost telemetry: how many quotes were served, by which assistant, at what hit rate.
  4. Direct is still worth fighting for — but it's no longer free.

Read the full article on Hospitality Net →

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