Hopper #10 in Hotel & Travel Booking
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Score over time
Shaded band = 95% bootstrap confidence interval. Orange markers = methodology events (model releases, panel versions). How this works
By model
Perplexity
ChatGPT + web search
Gemini (Google)
Gemini + web search
ChatGPT (OpenAI)
Claude (Anthropic)
By question type
Where Hopper shows up, by the intent behind the question. Every hotel & travel booking panel asks the same balanced mix — 10 prompts per type — so these rates are directly comparable. A gap here (strong on recommendations, invisible on comparisons) is where AI visibility is being won or lost.
| Question type | Mentioned | Recommended |
|---|---|---|
| Recommendations “What's the best option for me?” | 3% | |
| Comparisons “How do the top options stack up?” | 5% | |
| Ready to buy “Which one should I actually get?” | 3% | |
| Problem-solving “I have this problem — what fixes it?” | 2% | |
| Informational “How does this kind of product work?” | 0% |
What the AIs say
Real answers from the latest measurement in which Hopper appeared — the receipts behind the score.
Claude (Anthropic) · listed #1
"Is Hopper actually better than Kayak for predicting flight and hotel prices?"
# Hopper vs. Kayak for Price Predictions I don't have access to real-time data, user analytics, or proprietary performance metrics for either platform, so I can't give you a definitive, v…
Gemini (Google) · listed #1
"Is Hopper actually better than Kayak for predicting flight and hotel prices?"
The short answer is: **Hopper is slightly better at proactive, long-term price alerts and prediction alerts, but Kayak is better for comprehensive search results and immediate booking decisions.** While both…
Gemini + web search · listed #1
"Is Hopper actually better than Kayak for predicting flight and hotel prices?"
When comparing **Hopper** and **Kayak** for price predictions, the short answer is: **neither is universally "better," because they predict prices over different timeframes and operate under different bu…
ChatGPT (OpenAI) · recommended · listed #1
"Between Hopper and Kayak, which is smarter for tracking price drops?"
Short answer: Hopper is generally "smarter" if your main goal is automated buy-vs-wait guidance and push notifications about price drops. KAYAK is better if you want broad search coverage, desktop too…
ChatGPT + web search · recommended · listed #1
"Between Hopper and Kayak, which is smarter for tracking price drops?"
Short answer: Hopper is generally "smarter" at forecasting whether a fare will rise or fall (actionable buy/wait guidance); Kayak is smarter for broad monitoring and comparison across many providers.…
Perplexity · recommended · listed #1
"Between Hopper and Kayak, which is smarter for tracking price drops?"
If your main goal is **tracking price drops**, **Hopper is usually smarter** because it is built around fare predictions and proactive buy/wait guidance, while Kayak is stronger as a general fare aggregator and alert tool.[3][6][9] -…
Where the AIs get it from
Domains cited by search-backed answers that mentioned Hopper (18 answers, 2026-08-01). Your own domain is highlighted — presence in the others is the GEO opportunity.
| Cited domain | Answers citing it |
|---|---|
| reddit.com | 8 |
| facebook.com | 7 |
| vertexaisearch.cloud.google.com | 6 |
| stardrift.ai | 6 |
| youtube.com | 6 |
| comparemaniac.com | 6 |
| slicktrip.com | 6 |
| kayak.com | 6 |
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Head-to-head: Hopper vs Booking.com · Hopper vs Airbnb · Hopper vs Expedia — or the full Hotel & Travel Booking leaderboard.
Data from run #75. Methodology