AI visibility
How firms get into the answer.
Almost half of clients now ask an AI which firm to hire, and the answer names two or three. These guides explain what decides which ones, engine by engine, with every figure sourced. Written for the owner or partner who has typed their own specialty into ChatGPT and not seen their name.
For what changed this week, see the daily AI Industry Updates.
What is AI visibility?
AI visibility is how often an AI engine names your firm when someone asks it for a recommendation in your specialty and market.
Search engines rank pages. AI engines compose a shortlist, usually two or three firms, and describe each one. Being outside that shortlist is not a lower position, it is absence. So AI visibility is measured as presence and prominence inside an answer rather than as a rank in a list.
The shift is recent and steep. 45% of consumers used an AI tool to find a local business in the past year, up from 6% the year before (BrightLocal, Local Consumer Review Survey 2026). On the other side of the query, ChatGPT recommends just 1.2% of local business locations (SOCi, 2026 Local Visibility Index, 350,000 locations analyzed). Almost half of your prospective clients are asking a machine, the machine names a handful of firms, and the odds of being one of them by accident are close to zero.
Is AI visibility the same as SEO?
No, though it depends on some of the same groundwork. SEO improves where a page of yours sits in a list of links. AI visibility depends heavily on sources you do not own. An analysis of more than a million AI citations found that community platforms account for 52.5% of what AI engines cite, against 47.5% for brand domains (Otterly, AI Citations Report 2026), and a study of citation factors attributed 84% of AI citations to earned media, meaning things other people published about you (Machine Relations, AI Search Citation Factors 2026).
That study also found the strongest correlates were not keywords or page speed. They were mentions on YouTube (0.737), branded mentions across the web (0.664) and branded anchor text (0.527). Classic backlinks came in at 0.218. A crawlable, well-structured site remains a precondition, and 73% of websites have technical barriers blocking at least one AI crawler (Otterly, 2026), often a security setting nobody has looked at since it was installed. But a technically perfect site can still be absent from every answer.
Which AI engines matter, and do they agree?
Five matter for professional firms, and they disagree with each other enough that visibility has to be measured separately in each.
The overlap between them is small. Only 11% of domains are cited by both ChatGPT and Perplexity (Machine Relations, 2026). A firm that shows up in one is usually invisible in the rest, which is why a single screenshot of a good ChatGPT answer tells you almost nothing about your position.
What decides whether your firm gets named?
Read the firms that do get named for a given specialty and the same four things appear every time.
A clear entity
One name, one address, one phone number, one specialty, consistent across your site, your Google Business Profile, your directories and your professional listings. This is how a machine confirms you exist.
Third-party proof in the sources your engine trusts
Every profession has a short list the engines already treat as authoritative, and it differs by field: legal directories for a law firm, the certification lookup and specialty society for a surgeon, SART for a fertility clinic.
Published expertise with the receipts attached
Pages carrying statistics with named sources see 30 to 40% more visibility, and pages with 19 or more data points earn two to three times the citations (Machine Relations, 2026). Comparison and list formats are the most-cited content type at 21% of citations.
A reputation that passes
Reviews behave as pass/fail rather than as a dial: below a threshold you are excluded, above it other signals decide (SteadyDemand, 2026). Enough, recent, and real beats the highest count in the market.
The full version of this, with every figure sourced and the per-profession directory lists, is in Why your firm isn't recommended by AI.
Can anyone guarantee an AI will recommend you?
No, and it is worth being blunt about it. AI answers vary between engines, between users and between runs, and no provider controls what a model outputs. Anyone promising a position in the answer is promising something they cannot deliver, and in most licensed professions it is a claim your governing body would not let you repeat. Google's own guide to AI features, updated July 2026, makes a related point about method: it lists llms.txt files, "chunking" and special AI-friendly formats among the things you do not need, and names people-first expert content, a crawlable site and a maintained Google Business Profile among the things that matter.
How do you find out where you stand?
You measure it the way a client would. Take the real questions people ask for your specialty in your market, run them across all five engines, and record the answers word for word: who was named, in what order, and which sources were cited. Score that and freeze it as a baseline, so every later claim can be checked against something that cannot move. Our full method, including the weights and the prompt-set design, is published at how we measure.
The free Visibility Audit does exactly that and returns a 0 to 100 score, the actual AI answers for your specialty and market, and your three largest gaps, in a 30-minute readout. One audit per firm. Before you request one, worth knowing: we take one firm per specialty, per market, and you can check whether your field is still open in about ten seconds at forevercited.ai/availability.
The guides
Longer answers, fully sourced.
The free audit
Find out what AI says when your next client asks.
Your 0–100 Visibility Score, the actual AI answers for your specialty and market, and your three biggest gaps, free, in a 30-minute readout. One audit per firm.