The itinerary now starts with a question, not a search.
Best boutique hotel chain, best travel insurance, best safari operator: engines answer with named brands, and the top slot flipped on two of our three questions between identical runs. Volatile answers reward whoever measures them daily.
What we measured
OTAs took the booking. Engines are taking the decision, and the top recommendation flipped on two of our three questions.
18
brands named across six answers to three travel questions
70%
overlap between identical runs, but the top slot kept moving
2 of 3
questions changed their top recommendation between identical runs
Measured 12 August 2026: three buyer questions, asked twice each on ChatGPT (gpt-5-mini). Small sample, real answers. Run your own brand through the free check for yours.
Measure, decide, act
Every day, one ranked next move.
Honeyb scans the engines daily, weighs everything it measured about your brand, and hands you the action that would move your visibility most, with the evidence attached. When the action is content, the content engine can draft and publish it. Your team approves; the work happens.
For hotel and travel marketing directors
What this looks like in your world.
Direct bookings start in the answer
A traveller who gets your name from AI books direct; one who gets a category answer books through whoever the engine named. The slot is the margin.
Editorial citations run the category
Travel answers lean on magazine roundups and awards lists. We show which pieces drive your category and target the gap.
The top slot is in play
Travel had the most top-pick churn in our data. Daily measurement catches when your window opens.
Seasonality is a prompt problem
Ski questions in October, safari questions in January. Prompt sets rotate with your booking calendar, tracked daily.
FAQ
Frequently asked questions.
Free to start
Get recommended by AI search models.
Run a free AI search visibility check, then let the Honeyb agent do the work that gets you into the answers.
ChatGPT
Claude
Gemini