For travel and hospitality
Trip planning now happens inside the answer
Itineraries, hotel shortlists and visa questions are being settled in one paragraph, built out of forum threads and guide pages of uncertain age. hyperank reads those answers and shows you the ones recommending a property, a route or a policy that no longer exists.
What changed
Planning a trip used to mean twenty tabs, a forum thread from years ago and a spreadsheet somebody else had to read. Now a traveller describes the trip in a sentence, five days in September, two adults, no early starts, and an itinerary comes back with named hotels, named restaurants and a neighbourhood to stay in. Most of the decision is made before a booking site ever loads.
Travel information decays faster than almost any other kind, and assistants are poor at noticing. A restaurant that closed last winter keeps being recommended. An entry requirement that changed in spring is quoted from a page nobody updated. A seasonal route, a shuttle, a spa no longer included in the rate: each one becomes a complaint at reception rather than a correction online.
What your buyers ask
Travel and lifestyle
“best area to stay in lisbon with a toddler”
ChatGPTAnswer stored in fullNeighbourhood answers decide the hotel shortlist
“do i need a visa to visit japan for two weeks”
GeminiAnswer stored in fullAn expired entry rule quoted as current
“which hotels in bali include airport pickup”
PerplexityAnswer stored in fullAn amenity you withdrew still being promised
“where to go in september that is not packed”
Google AI OverviewsAnswer stored in fullSeasonal lists decide a whole booking window
Illustration, not a recorded answer
The sources behind the answer
You cannot edit an answer, so you edit what it is built from
Where the answer comes from
Where a travel answer is usually sourced
- Forum and subreddit threads
- Guidebook and destination sites
- Booking platform listings
- Tourism board and embassy pages
- Blog itineraries and roundups
Travel answers are built mostly out of other people's writing, much of it years old and none of it maintained to your schedule. Cited domains are counted per engine and ranked by how often they appear, so you can see which thread or guide is standing in for your own site and how often it is doing so.
Track
Follow the questions behind a trip
Query fan-out takes a single planning question and shows the sub-questions an engine works through underneath it, scoring your coverage of each as covered, partial or gap. A destination page that answers the headline question and none of the follow-ups shows up here as a list of things to write.
- Sub-questions scored covered, partial or gap
- Answers stored per region across twenty six countries
- Cited domains ranked per engine
Correct
Catch what closed or changed
Claim checking compares statements about your property, route or destination against facts your team has approved, and returns correct, incorrect, outdated, unverifiable or misattributed. Outdated is the whole game in travel: a closed venue, a withdrawn amenity, a policy that changed between one season and the next.
- Approved facts your operations team maintains
- Outdated amenities and policies flagged with sources
- Root cause names the page to go and fix
Publish
Answer the follow-ups yourself
Drafts for the gaps are generated from your own material, routed to a named approver, and published to your CMS. Reddit monitoring runs every fifteen minutes, so a thread asking about your destination is something you can see while the conversation is still live.
- Threads surfaced while the conversation is still live
- LinkedIn publishing with per post analytics
- Publishing blocked until a person approves
Nothing publishes on its own
A person on your team approves every word
The person who knows whether the rooftop bar opens in February is on the property, not in the marketing team. So drafts route to a named approver and wait, and the operations side gets to strike a sentence promising something that stopped last season. That review gate is the difference between a content calendar and a guest complaining at reception.
See what a traveller is told about your destination before they book.
Travel and lifestyle questions, answered
We have properties in several countries. Does this handle that?
Visibility is tracked across twenty six countries and every answer is stored with the region it was collected in, which matters here because the same question about entry rules or seasonality has a different correct answer in each market. Your plan sets how many of those regions run by default, and the cap can be lifted per account.
Assistants recommend a restaurant near us that closed. Is that something you find?
If it is a statement about you or your destination that your approved facts contradict, yes. The claim check marks it outdated and, where it can be traced, names the cause as your own page, a third party, or the model's own prior. A closed venue usually traces back to a guide or a thread nobody has touched in years.
Can you get the forum threads changed?
No, and nobody can honestly promise that. What the platform does is name the domains that keep appearing behind your answers, ranked by how often they show up, which turns a vague problem into a short list. Reddit monitoring surfaces live threads where your destination is being discussed, and you decide whether a reply from you belongs there.
How much of what you show is a real answer, and how much is a model's guess?
The answers are the answers. Each response is stored as raw text with its timestamp and the sources it cited, so you are reading what the engine returned. The scoring on top, sentiment and whether you were named, is derived from that text, and every figure in a report opens into the response it was taken from.
Our brand team is small. How much reviewing does this create?
One approval per piece, from a person you name. Drafts arrive with the gap they are meant to fill and the sources behind them, so the review is a read rather than a rewrite. Nothing publishes while it waits. If your team would rather approve in batches once a week, drafts hold in review until somebody gets to them.
Does this replace the SEO work on our destination pages?
No, it sits alongside it. The same platform runs technical checks on robots rules, schema, llms.txt, on-page structure and page speed, and submits pages for indexing to Google, Bing, Yandex and Naver. That side of the product is older and deeper than the AI visibility side. An engine cannot cite a page it was never able to fetch.
Other industries
- SaaSReview profiles, forum threads and the pricing tier engines still quote.
- FintechRates, fees and licensing, with an evidence trail compliance can read.
- EcommerceWhich products get named, and where an old price still survives.
- News and mediaWho gets credited for your reporting, and which stories read as current.
Ready when you are
Before your next buyer asks AI about you, ask AI about yourself
One check, four engines, about twenty seconds. We show you the answers before we ask for anything.