Data as of Aug 25, 2026 · Based on 1,484 AI responses · See how Parse measures this
Hotel Booking Platforms & Rewards Cards
Parse
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Marriott leads as the most-cited brand for hotel booking and rewards, anchor to a landscape of evolving hospitality preferences. and are also highly prominent, ensuring their presence in the majority of user inquiries.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Consistently cited for brand trust and reliable service standards. | 53% | |
| 2 | Global leader in guest loyalty and brand portfolio breadth. | 50% | |
| 3 | 35% | ||
| 4 | 34% | ||
| 5 | Extensive mid-scale coverage with strong loyalty integration. | 33% | |
| 6 | 30% | ||
| 7 | 27% | ||
| 8 | Primary digital directory for pet-focused travel planning. | 26% | |
| 9 | Valued for high-end rewards and elite membership benefits. | 25% | |
| 10 | 25% | ||
| 11 | 22% | ||
| 12 | 19% | ||
| 13 | 19% | ||
| 14 | 17% | ||
| 15 | 16% | ||
| 16 | 10% | ||
| 17 | 10% | ||
| 18 | 7% | ||
| 19 | 7% | ||
| 20 | 6% | ||
| 21 | 6% | ||
| 22 | 5% | ||
| 23 | 5% | ||
| 24 | 4% | ||
| 25 | 4% |
Who wins on each AI
ChatGPT and Google AI Overviews show significant divergence in ranking Best Western and Wyndham, suggesting different evaluation models for mid-tier hotel accessibility.
Sources AI cited
reddit.com is the page AI reaches for most here, cited in 41% of analyzed answers.
fell from #5 to #10 in this ranking between Oct 2025 and Aug 2026
surged to 25% mention rate since March 2026
rose from 0% to #3 in this ranking between Oct 2025 and Aug 2026
“direct portal reliance” → “integrated brand-specific rate verification”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 58% | 60% | ||
| 58% | 49% | ||
| 43% | 34% | ||
| 8% | 40% | ||
| 33% | 36% |
The two models disagree most about Best Western Hotels & Resorts (ChatGPT #20, Google #3) and AAA Travel (ChatGPT #8, Google #22).
Marriott leads as the most-cited brand for hotel booking and rewards, anchor to a landscape of evolving hospitality preferences. Choice Hotels and Hilton are also highly prominent, ensuring their presence in the majority of user inquiries.
Across 1,484 AI responses, Hilton is mentioned most, named in 53% of them, followed by Marriott (50%) and IHG Hotels & Resorts (35%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,484 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI responses focus on using AAA’s own portal or booking directly with hotel brands like Marriott and
Hilton to secure rates. Most models correctly warn that generic OTAs do not support AAA member discounts.
which hotel booking platform works with AAA?
AI responses focus on using AAA’s own portal or booking directly with hotel brands like Marriott and
Hilton to secure rates. Most models correctly warn that generic OTAs do not support AAA member discounts.
Responses consistently recommend specialized directories like BringFido alongside standard booking platforms. Models emphasize verifying weight limits and fees directly with properties to ensure a successful stay.
How can I find the best pet-friendly hotels and vacation rentals?
Responses consistently recommend specialized directories like BringFido alongside standard booking platforms. Models emphasize verifying weight limits and fees directly with properties to ensure a successful stay.
The market map