SEO · Play 05

The AI Visibility Baseline

Travelers now ask ChatGPT, Perplexity and Google’s AI where to stay. Getting named in the answer is a different job from ranking — measure where you stand first, then work the five levers that actually move citations.

05
Difficulty
Impact
CostFree — sweat only
Time to launchA weekend to baseline; then ongoing

Run this when

The play

  1. Step zero: baseline before you change anything

    Prompt research is the new keyword research. Write 10–20 questions the way a real guest or owner would actually type them — long, conversational, with the details people volunteer: “We’re a family of six with a dog, three hours from Atlanta, last week of June, need a hot tub and a real kitchen. Who should we book through?” Run each one repeatedly across ChatGPT, Perplexity, Gemini and Claude — answers vary between runs, so one test tells you nothing. Record how often your company gets named, as a percentage, date it, and re-run monthly while you’re working on this. If you can’t write ten plausible prompts, that’s a positioning problem, not an AI problem.

  2. Know which of the two numbers you’re chasing

    Citations (an AI links your page) and mentions (an AI says your name). Mentions are probably worth more — and they arrive in your analytics as branded search and direct traffic, credited to the wrong channel. Expect AI referral traffic to stay small: 1–3% of sessions is typical today, and bookings from it are close to zero. Across accounts we’ve watched 0.3% of sessions produce one booking against 166 from Google, and 215 AI sessions produce none against six figures from paid search over the same period. The influence is real; the click is not where it shows up.

  3. Understand that winning Google doesn’t win ChatGPT

    Google’s own AI surfaces still favor pages that rank, but less than they used to. Ahrefs’ mid-2025 study found 76% of AI Overview citations came from top-ten pages; its March 2026 update, counted a little differently, found 38% — with Google now running related searches behind the scenes and citing what ranks for those. Your SEO still feeds Google’s AI, as long as you rank across the cluster of questions around a search and not just the head term. ChatGPT and Perplexity barely overlap with that pool: they check whether the world already talks about you. Wikipedia is ChatGPT’s single most-cited source and Reddit is Perplexity’s; each takes close to half of the citations that go to its platform’s ten favorite sites. You can rank first in your market and be invisible to ChatGPT, because ChatGPT never asked Google. Two different jobs; the levers below cover both.

  4. Lever 1 — Citability: write answer blocks a machine can lift

    AI engines cite passages, not pages. Under a heading that asks the question, write a self-contained answer of roughly 134–167 words that makes complete sense pasted into a blank document — the direct answer first, the specific local detail second, the selling third. Give high-value questions their own page (H1 and title tag set to the literal question); smaller ones live as blocks on the pages they belong to. Three things kill citability: page builders that scatter text across dozens of boxes, big unlabeled numbers used as decoration, and content with no named author. Put a real local’s name, photo and two lines of why-they-know on everything — “The Content Team” doesn’t work anymore.

  5. Lever 2 — Structure: one H1, questions as headings, tables for comparisons

    View your source and count the H1s. Booking widgets routinely render CHECK-IN and BEDROOMS as H1s on every page while the genuinely citable FAQ sits at H6. One H1 per page, questions as H2 or H3, widget labels as spans. Anything comparative (four neighborhoods, three seasons) goes in a table — engines lift tables cleanly. Convert any FAQ to proper heading levels and add FAQPage schema — the structure is what gets lifted; the schema confirms it.

  6. Lever 3 — Multi-modal: publish the walkthroughs you already film

    Video correlates with AI brand mentions more strongly than almost any other signal, and vacation rental brands are sitting on the raw material. Put property walkthroughs on YouTube with real titles and descriptions — a YouTube icon in the footer with no channel behind it is worse than nothing. Then fix alt text: describe the actual image, not your keyword three times running.

  7. Lever 4 — Authority: be talked about, not just linked to

    Brand mentions move AI visibility roughly three times more than backlinks do. This lever lives off your site. Create a Wikidata entry (free, an hour, the highest return-per-hour task here). Answer the “where should we stay in [market]” threads in your local subreddit as a disclosed local operator — one genuinely helpful answer a week compounds, and Perplexity is reading. Publish original data: your occupancy, ADR and booking-window curves make you the primary source for your own market, and primary sources get cited everywhere. And state your own facts on your own About page — founding year, markets, property count, average rating — so the entity has a canonical home.

  8. Lever 5 — Technical: confirm the machines can actually get in

    Test that your schema actually emits (an installed plugin proves nothing; page builders strip it). Allow the retrieval crawlers in robots.txt and at your CDN — Cloudflare and others ship AI-bot blocking that can be on without anyone deciding: OAI-SearchBot, Claude-SearchBot and PerplexityBot decide whether you appear in an answer; GPTBot, ClaudeBot and CCBot are training crawlers, and blocking them changes nothing about search answers. Google-Extended is a permission token, not a crawler, and doesn’t touch Google Search or AI Overviews. Load a page with JavaScript off — what you see is what a crawler sees. Add an llms.txt knowing what it is: a ten-minute bet some platforms now read, not a lever that works everywhere — and delete any auto-generated one that lists your staging page as your most important URL.

  9. Date the perishable answers and re-measure on a cadence

    For high-value cost questions, publish honest ranges with a dated disclaimer (“Typically $15K–$25K — last checked June 2026”) and an annual update ritual: the transparency wins citations and the date keeps you honest. Then re-run the prompt set from step zero. The percentage is the scoreboard; nothing else is.

What to expect

Timeline
Nobody who’ll admit it knows how fast these systems respond to changes on your site. Training happens on a schedule nobody publishes, and your market is a rounding error in the corpus. Make the fixes, keep measuring, and don’t conclude anything at the 30-day mark.
Leading indicator
Your own wording showing up in an AI answer — even unlinked — usually appears before any traffic does. Ordinary featured-snippet wins on the same passages tend to precede citations too.
Good result
Your mention rate on the prompt set climbing quarter over quarter, and branded search rising for reasons you can’t otherwise explain. A 150-property site we audited scored 45 of 100 on these levers and was already cited 82 times — the bar in this industry is low, and early movers keep the citations.
The reviews half
Reviews and user-generated content are 54.1% of ChatGPT’s travel citations — more than half. Your review program is now the other half of this play: ask every departing guest, compliantly, and answer everything. It’s the highest-leverage AI work available to you and almost nobody has connected the two.

Watch-outs

Immediate action

Write ten prompts a real guest would type, run each one five times across two assistants tonight, and write down how many times you were named. That number is your baseline — everything in this play exists to move it.

Want this play run for you?

This is the exact kind of work we do for vacation rental brands every day. Bring us the property mix and the market — we’ll bring the system.

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