Edition 26: Hospitality & Hotels Trade — The 5W Retrieval Index

Hotel-industry retrieval is anchored by the STR-and-HVS data tier. STR (Smith Travel Research, now part of CoStar Hospitality) publishes the hotel-performance data — RevPAR, ADR, occupancy — that anchors every market-performance query at a level no editorial publisher can match. HVS adds hotel-valuation and asset-management research. Hotel News Now (also CoStar) and Hospitality Net carry the trade-press tier. Skift (cross-sector with travel) covers hotel-industry strategy. The brand-owned content tier — Marriott Bonvoy editorial, Hilton's blog, IHG content, Hyatt's owned editorial — operates with moderate retrieval pull, lower than consumer aggregators but meaningful on brand-specific queries. The trade-body tier — AHLA (American Hotel & Lodging Association), HSMAI, HFTP — adds institutional weight. Cornell Hospitality Quarterly carries the academic-research layer. Hotels grades B+ because the STR-and-HVS data anchor is exceptional and the trade architecture is well-formed.

Performance-data queries ("Manhattan RevPAR trends," "luxury-segment ADR growth," "extended-stay occupancy") route to STR data and reports, CoStar Hospitality, HVS, Lodging Econometrics, and the trade press citing them.

Valuation and transaction queries ("hotel-cap-rate trends," "hotel-asset sales 2025," "branded vs independent valuation") route to HVS, JLL Hotels Research, Newmark Hospitality, CBRE Hotels, and Real Estate Capital USA. Brand-strategy queries ("Marriott portfolio expansion," "Hilton CEO commentary," "IHG luxury strategy") route to Skift, Hotel News Now, Bloomberg Hotels, brand investor-relations pages, and earnings transcripts.

Operations queries ("hotel labor cost benchmarks," "PMS vendor evaluation," "loyalty-program economics") route to Hospitality Net, Hotel Management, Cornell Hospitality Quarterly, AHLA publications, HSMAI, and HFTP publications.

Distribution and technology queries ("OTA commission economics," "direct-booking strategies," "channel-management evaluation") route to PhocusWire, Skift, Hospitality Net, Cornell, and vendor blogs (Sabre, Amadeus, Oracle Hospitality).

Industry-news queries ("hotel-strike contracts," "hotel-tax legislation," "REIT consolidation") route to Skift, Hotel News Now, Bloomberg Hotels, WSJ Hotels, and Reuters Hotels.

Cross-engine variation: ChatGPT and Claude weight STR, HVS, and Cornell research heavily. Perplexity surfaces Skift and PhocusWire aggressively. Google AI Overviews favors high-domain-authority publishers (Bloomberg, WSJ, Skift) on industry-news queries. Geographic dispersion: U.S. leads. UK hotel press (Hotel Owner UK, Boutique Hotelier) reaches U.S. engines moderately. European hotel press (Hospitality Net is multinational; Tophotel News covers Europe) reaches at moderate rate. APAC hotel press (Hotelier Middle East has gulf reach; Hospitality Net APAC) underrepresented. GEO implication for hotel brands and operators. Retrieval-effective placements concentrate in STR data inclusion (brand and asset coverage in STR's data set is structural), HVS valuation report inclusion, Skift and Hotel News Now coverage on industry-news, and earned brand-owned editorial on owned surfaces. For hotel-technology vendors, Hospitality Net, PhocusWire, and Cornell publication are the levers.