What should an AI visibility audit check for a charter operator?
Short answer: A useful AI visibility audit checks five things: whether AI crawlers can reach your site, whether your pages answer customers' questions directly, whether your business facts match everywhere they appear, whether your structured data matches the page, and how results will be measured. It should end in a fix list you can act on, not a score or a promise.
Can AI crawlers reach the site?
Start with access, because nothing else matters if the tools can't read your pages. Each AI search product reads the web through its own crawler, and your robots.txt file can let each one in or keep it out. The audit should list every relevant crawler and say whether yours allows it:
- ChatGPT search uses OAI-SearchBot. GPTBot is a separate crawler for model training, so blocking GPTBot doesn't remove you from ChatGPT search, but blocking OAI-SearchBot does (OpenAI's crawler documentation).
- Perplexity uses PerplexityBot to surface and link sites in its answers. Its Perplexity-User fetcher, which acts on a person's request, generally ignores robots.txt (Perplexity's crawler documentation).
- Claude uses Claude-SearchBot for search, Claude-User when a person asks it to fetch a page, and ClaudeBot for training data. All three honor robots.txt (Anthropic's crawler guidance).
- Google's AI Overviews and AI Mode are part of Google Search. Google says there are no extra requirements to appear in them beyond being indexed and eligible to show with a snippet (Google's guidance on AI features).
A good audit also checks that your key content is in the page's HTML rather than appearing only after scripts run. Googlebot runs JavaScript, but Google still recommends server-side or pre-rendering because not every bot can (Google's JavaScript SEO basics). Page builders and booking widgets can hide fleet details and contact information this way without the owner knowing.
Do your pages answer the questions customers ask?
AI answers can draw on passages that respond to a question directly. The audit should take the questions your customers actually type, then check whether a page on your site answers each one clearly near the top, under a heading that matches it.
For a charter operator, those questions tend to be practical: who operates the flight, what a safety rating means, which aircraft suits a trip, how a quote is priced, what happens with pets or international travel. A page that opens with "unparalleled luxury and service" gives an AI nothing to quote. A page that opens with "We are a certificated charter operator based at our home airport, flying light and midsize jets" gives it a fact it can repeat.
The audit should name the specific pages that need a direct answer and the questions they should answer, not just say "add more content."
Are your business facts the same everywhere?
Your legal name, base airport, certificate, fleet, safety ratings and phone number should read the same on your website, your Google Business Profile, aviation directories, safety-auditor listings and partner sites.
We have seen operator listings that still show an old base airport or aircraft that have left the fleet. AI answers draw on many sources, so conflicting facts raise the risk that the wrong version gets repeated. The audit should include a table of every variant it found, where it found it, and which one is correct, so the cleanup can be done in an afternoon rather than rediscovered later.
It should also check that your site states plainly whether you operate aircraft or arrange flights on other operators' aircraft. Customers ask that question, and an unclear answer costs trust with people and machines alike.
Does your structured data match the page?
Structured data (schema markup) labels facts such as your business name, address, people and FAQs in a format machines read reliably. Google's rule is that markup must be a true representation of the page and must not describe content readers can't see. Correct markup still doesn't guarantee a rich result (Google's structured data guidelines).
The audit should check that your site uses one consistent identity for the business across pages, that the business type fits what you do, and that every marked-up fact appears on the page. Markup that claims ratings, reviews or services the page doesn't show is a liability, not a shortcut.
How should the results be measured?
AI answers change with the wording, the person's location, the time and the model version, so there is no single stable "rank" to report. A credible audit measures with a fixed set of questions your customers ask, run the same way each time: logged out, location noted, several runs per question, with the date and tool recorded.
For each question it should record whether you're mentioned, whether you're linked as a source, who is named instead, and whether the description of your operation is accurate. Repeating the same set monthly turns a snapshot into a trend you can trust. Changes after the work are observations, not proof that the work caused them.
What should an audit not promise?
Be wary of any audit that promises a first position in ChatGPT or Google. No one controls those answers, and an honest provider will say so. Other warning signs:
- A single proprietary "AI score" with no explanation of how to reproduce it
- A claim that one file or trick unlocks AI visibility. Google says no special files or markup are needed for its AI features (Google's guidance on AI features)
- Advice to publish hundreds of near-identical city or route pages
- Suggestions to add review or rating markup you can't back up
A short checklist to take into any audit
- Which AI and search crawlers does our robots.txt allow, one by one?
- Is our key content in the HTML, or does it depend on scripts?
- Which customer questions do our pages answer directly, and which do they miss?
- Where do our name, base, fleet, ratings and phone differ across the web?
- Does our structured data describe only what each page shows?
- Which questions will you measure, how, and how often?
If you want a second opinion on your own setup, read how AI visibility work for aviation fits together, or how charter operators show up in AI answers. You can also book a 20-minute call and we'll run a few of your customers' questions together.
Frequently asked questions
How long does an AI visibility audit take?
It depends on how many pages, listings and questions are in scope. Checking listings and running questions by hand takes longer than an automated scan.
Can an audit tell me why a competitor is named instead of me?
It can help. Comparing the answers with the sources each tool cites may point to gaps such as missing crawler access, no direct answer on your site, inconsistent facts, or more independent sites mentioning the competitor.
Is an AI visibility audit different from an SEO audit?
They overlap. Both check crawling, indexing and page quality. An AI visibility audit adds per-platform crawler checks, a measured set of real questions across AI tools, and a closer look at how consistently your facts appear across other sites.
Want to see how your operation shows up?
On a 20-minute call we'll run a few of your customers' questions and look at the results together.