AI VISIBILITY
Trip-question answer audit
The planning questions for your destination, tested across assistants - who gets the referral, and the guide plan to make it you.
AI VisibilityKeyword Intelligence
ONE MISSION · EVIDENCE ATTACHED
⟨ FOR HOTELS, OPERATORS AND DESTINATIONS ⟩
Win the trip while it is still a question.
Travelers now plan with AI assistants - the answers cite whoever published the useful guide. Own those citations, keep seasonal content alive, and read demand before the season does.
TRIPS START IN ANSWERSSEASONS ON SCHEDULEREVIEWS READ
⟨ THE JOB TODAY ⟩
Where the week actually goes.
01 /
Trip planning moved into the answer box
Itineraries, "where to stay", "best time to visit" - assistants answer with citations, and OTAs plus a few good blogs collect the referrals that used to find you directly.
02 /
Seasonal content is always late
The summer guide ships in July, the festival page after tickets sold out. Seasonality is a calendar, and calendars are what teams drop first.
03 /
Reviews shape demand faster than you read them
Themes form across platforms in days. By the time a pattern reaches a meeting, it has been pricing itself into your bookings for a month.
⟨ DEMAND RADAR ⟩SEASON · SEARCH · ANSWERS
⟨ WITH ASTROFABRIC ⟩
What changes when agents carry the work.
Citable destination content
Guides and itineraries built the way assistants cite them - specific, structured, current - aimed at the trip questions in your market.
trip questions → cited guides
Seasonal missions on schedule
Standing missions ship the season\u2019s content ahead of demand, every year, without anyone remembering to start.
seasons pre-empted, not chased
Review intelligence on cadence
Cross-platform review reading that surfaces themes while they are days old, with response drafts queued for approval.
themes early · replies drafted
⟨ MISSIONS YOU WOULD RUN ⟩
Described in plain language. Delivered end to end.
CONTENT
Season-ahead content sprint
Next season\u2019s guides drafted from demand data now, staged for approval, scheduled to ship ahead of the curve.
Web ResearchGoogle Docs
ONE MISSION · EVIDENCE ATTACHED
REPORTS & DECKS
Review theme report
Monthly cross-platform review reading - themes, movement, and drafted responses.
Web ResearchGamma
ONE MISSION · EVIDENCE ATTACHED
Three of a hundred. The full playbook library ships in every workspace, and anything you can describe becomes a mission.
⟨ GOVERNED AUTONOMY ⟩
Safe enough to actually turn on.
⟨ CONTROL PLANE ⟩ENFORCED AT RUNTIME · NOT ADVISORY
Brand voice across every property surface
The kit holds the voice; every guide, reply and campaign draft speaks it.
Public replies wait for a person
Review responses and social posts queue for approval - hospitality tone is a human judgment, drafted for speed.
Seasonal budgets with hard edges
Campaign missions meter against ceilings, so the high season spends to plan.
Questions, answered.
How do we win citations from OTAs?
By publishing what OTAs structurally cannot: genuinely local, specific, current guides - the three-day itinerary with real places, the shoulder-season truth. Assistants cite useful specificity; the missions find the trip questions and build exactly that, ahead of season. The citations compound: each guide the engines quote makes the next one more likely to be trusted for your destination.
Can it manage reviews across platforms?
It reads them together on cadence, surfaces themes while they are days old, and drafts responses in your hospitality register for approval. The cross-platform pattern - the theme forming everywhere at once - is what single-platform checking always misses. Response drafts respect each platform's norms, and nothing posts anywhere without a person approving the words.
What does seasonal automation look like?
A calendar that executes itself: next season's guides drafted from demand data now, campaigns staged ahead of the curve, and the same rhythm every year without anyone remembering to start. Seasonality rewards the early; standing missions are structurally early. The archive of past seasons feeds each new one, so year two's guides start from what actually drew bookings in year one.
⟨ RELATED READING ⟩
⟨ DEPLOY ASTROFABRIC ⟩
Be cited where trips begin.
The answers, the seasons, the reviews - watched and won.