Do you know your AI Share of Voice? The Visibility Metric Every Travel Brand Needs

If you were on page one for the terms that mattered, you were winning. That link was the way in, and the ranking was the proof.

That relationship has broken. Roughly two-thirds of Google searches now end without anyone clicking a link at all. When an AI Overview appears at the top of the page, that figure rises to around 83%. More and more travellers now get their answer from ChatGPT, Perplexity or Google AI Mode, and never scroll down to the link your team worked so hard to earn.

The practical consequence is the problem this blog is about: a page-one ranking no longer tells you whether anyone actually saw you. Position one isn't worthless - it just isn't the same thing as visibility anymore.

So brands need a different question, and a different number to answer it. That number is Share of Voice. Here's what it is, why the AI version of it so often tells a different story to the SEO version, and how to start tracking both.

It's Tuesday morning, and Priya, marketing director at a 40-room boutique hotel group, opens the rank tracker before her coffee's finished brewing.

Green across the board. Page one for the priority terms. A couple of featured snippets. Positions holding steady, same as last month, and the month before that.

Enquiries, though, haven't moved. Direct bookings are soft. In the last team meeting, someone mentioned a competitor's name that Priya didn't recognise - a brand that, by every metric on her screen, shouldn't be beating her to a guest's attention.

She isn't imagining it. Her rank tracker is measuring a page that fewer and fewer of her guests ever reach.

Most monthly reports still open with rankings and traffic. In 2026, those are the two numbers AI has bent most out of shape: rankings that no longer turn into clicks, and traffic that's quietly leaking into zero-click answers.

There's a better question to lead with. Across everywhere your guests actually look, how much of the conversation do you own compared with your competitors?

That's Share of Voice.One comparative number, rather than a wall of metrics that never quite add up to an answer.

Forget "where do we rank for this keyword." Ask instead: "when someone is researching a hotel like ours, how often do we show up?"

That's a much bigger question, because the guest journey is a much bigger space than it used to be. Someone looking for a boutique hotel in Bath might ask ChatGPT for suggestions, check Google Maps, search "best boutique hotels in Bath," skim a travel guide and compare reviews - often without clicking a single organic link.

Share of Voice covers all of it: organic search, AI answers, local map results and editorial coverage. It's comparative by design. Not a vanity count of your own mentions, but your slice of the total conversation. That's what makes it honest.

Priya's team ran the numbers for the first time on a Thursday afternoon, expecting a formality. What they found was the uncomfortable part.

There are two formulas underneath the headline figure:

SEO Share of Voice = your estimated organic traffic ÷ total available traffic for your keyword set × 100

AI Share of Voice = your brand's mentions ÷ all competitor mentions in AI answers × 100

Priya's group came out at a healthy 18% SEO Share of Voice for its core terms - genuinely strong, exactly what the green rank tracker had promised. Then they ran the same category through ChatGPT.

4%.

Same hotel group. Same core keywords. A guest doing exactly the research Priya's SEO strategy was built for, and four times out of five, hearing someone else's name instead.

That gap is common enough to be the rule rather than the exception:

• A hotel can rank #1 organically and still be close to invisible in AI answers.
• Strong content and consistent rankings don't automatically earn an AI model's trust.
• What does earn it is different: recent reviews, editorial coverage, and business information that stays consistent wherever it appears.
• You can be doing everything right by old SEO standards and still be the brand ChatGPT never mentions.

The gap between "we rank well" and "AI recommends us" isn't a contradiction to explain away. It's a to-do list.

Here's where I'd start, if I were in Priya's seat.

Don't panic about the 4%, and don't chase it directly. You can't buy your way into an AI recommendation (though adverts are another matter), and treating it like a new ranking factor to game will waste a quarter. Treat it as a symptom. The organic work isn't wrong; it's answering a question fewer guests are asking out loud.

The fix isn't a bigger content team. It's a slower, less glamorous list.

• Fix your business information everywhere it appears. This is the boring one, and it matters more than anything else on the list. Your name, address, phone number, star rating, room count, amenities and category are published in dozens of places: your own site, Google Business Profile, TripAdvisor, Booking.com, OTA listings, tourist board directories, old press releases. AI models cross-check those sources against each other to decide whether they're confident about who you are. Where the sources disagree, the model hedges - and recommends a competitor it's more sure about.
• Build a steady cadence of recent reviews. Volume matters less than recency and spread across the platforms AI models actually lean on. TripAdvisor is the one to prioritise in travel; it's among the sources these tools trust and cite most, alongside Google and Booking.com. Twenty reviews from this quarter beat two hundred from 2023.
• Earn editorial coverage that AI models treat as a source. Independent, credible, third-party writing about your property is what turns a brand from "exists" into "recommended." That's strategic PR doing a job no amount of on-site content can do for you.

None of that shows up on a rank tracker. All of it shows up in AI Share of Voice, eventually.

Two things changed at once.

AI search stopped being a novelty. It's now where a growing number of travellers begin their research - before Google, before an OTA. It's also commercialising fast: ChatGPT already shows ads in a meaningful share of its answers, which makes the AI answer a competitive space rather than just a helpful one. We covered what that means for advertising specifically in our recent piece on ChatGPT ads [6 August 2026].

Meanwhile, AI Share of Voice has a property SEO Share of Voice doesn't: across a category, it adds up to 100%. Every point you gain is a point a competitor loses. There's no "impressions were up anyway" to hide behind. You're either capturing more of the named mentions, or someone else is.

For a category as crowded as travel, that's about as direct a scoreboard as you'll get.

Priya's 18%/4% gap wasn't a one-off curiosity. It was the first proof of three things a rank tracker simply can't show.

It exposes the AI gap. The organic work is paying off. AI just doesn't trust the brand enough yet to cite it. Different problem, different fix.

It shows you who you're actually competing with. The brands with the highest Share of Voice for your keyword set are your real rivals for attention - and, as Priya found out in that team meeting, they're often not who marketing assumed.

It points straight at the next move. A low score in a cluster isn't a failure, it's a brief: which content, which reviews, which coverage needs to move that number.

Week one: pick a realistic comp set. Not the aspirational giants, but the brands you're actually losing attention to. Build a keyword and prompt library alongside it: the searches your guests type, and the natural-language prompts they'd ask an AI ("best dog-friendly hotel in the Cotswolds with a spa, under £250").

Week two: set a baseline for both SEO and AI Share of Voice, per engine. Write the numbers down. This is your starting line, not a one-off report - and, like Priya's team, expect the two numbers to disagree.

Week three: decide what you're fixing first. Schedule the tracking monthly from here, and fix the gap that costs you the most: the cluster or engine where being invisible is hurting revenue hardest, not the one that's easiest to move.

The rank tracker is still there, still green. Page one, still holding. It just isn't the first tab open anymore.

That's now a dashboard tracking two numbers side by side - SEO Share of Voice and AI Share of Voice, both trending in the same direction for the first time. The 18%/4% gap that once made for an uncomfortable Monday meeting has narrowed.

The rankings didn't do that. The reviews did, the editorial coverage did, and three months of asking the same questions a guest would ask - consistently, monthly, without flinching from what the numbers said - did.

Enquiries have moved. Not because the keyword position changed, but because more often now, when someone asks an AI where to stay, the answer includes a name they recognise.

The rank tracker still matters. It just isn't the whole scoreboard anymore. For the first time in a while, that's good news - because the score it was missing is one you can actually move.

Search hasn't simply added a new channel. It's split into two different pictures of your brand: how you perform in traditional search, and how often AI recommends you. Most reporting still only shows you one of them.

We build both into a single monthly view - your Share of Voice across organic search, local results and the major AI engines, benchmarked against your real competitors, with the gap between "ranking well" and "being recommended" called out explicitly.

Request a Share of Voice baseline and we'll show you exactly where you stand, and where the next quarter's effort should go.