PROFILE, LISTINGS, SCHEMA AND AI-CONTEXT FILES
CHATGPT. AI MODE. AI OVERVIEWS.AI SEARCH VISIBILITY.
LOCAL SEO FOR AI ANSWERS.
AI tools answer before anyone clicks. They can only repeat what they can find and read.
Our AI search visibility work is local SEO for the AI tools your customers now ask: we make your business easy for ChatGPT, Google AI Mode and AI Overviews to read, with an accurate Google Business Profile, listings that agree, structured data that matches your pages and files written for AI tools. No one controls which businesses an AI assistant mentions, so we don’t promise mentions.
CHECK MY AI VISIBILITY ↗See what we check ↓Easy to read.
Hard to get wrong. ↗
01 / ONE WRONG ADDRESS
AI REPEATS what it finds.
The old Donovan Roofing & Construction site in St. Peters, MO had one piece of structured data, and it was wrong: a bare LocalBusiness block pointing at a machine-generated domain, with an outdated St. Charles address and no hours, rating or services. The homepage was still titled “St. Charles Roofing.”
The rebuild put the correct St. Peters address into server-rendered RoofingContractor schema and added llms.txt and machine-readable copies of the pages. That is AI search visibility in one fix: when a tool reads the business, it reads the right town.
READ THE CASE STUDY ↗02 / WHAT WE CAN AND CAN’T CONTROL
HONEST FIRST. What AI search visibility means.
AI search visibility is how easily ChatGPT, Google’s AI Mode and AI Overviews, and other assistants can find your business, understand what it does and where, and repeat that correctly. For a local business it rests on the same facts as local SEO: your name, address, phone, hours, services and reviews. That is why we call it AI local SEO, not a separate magic trick.
Here is what the platforms say. Google: “There are no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary.” Its best practices for AI features ask for crawlable pages, important content in text, structured data that matches the visible page and an up-to-date Business Profile (Google’s AI features guidance). OpenAI: sites that opt out of its OAI-SearchBot crawler “will not be shown in ChatGPT search answers” (OpenAI crawler documentation).
So the job is not tricking a model. It is making sure every source an AI tool might read says the same, correct thing, and that nothing blocks it from reading. What it says next is up to the tool.
03 / THE WORK
SIX PIECES. What we check and build.
Most of this is ordinary local SEO done carefully. The last piece is newer and optional, and we say so.
Your Google Business Profile as a source
Categories, services, hours, attributes and description kept accurate, because Google’s guidance for its AI features asks for an up-to-date profile.
→02Listings that agree with each other
The same name, address and phone across directories, so a tool comparing sources does not find two versions of your business.
→03Structured data that matches the page
LocalBusiness and Service schema built from your visible facts, so your pages, profile and listings all describe the same business.
→04Pages an AI tool can actually read
Important content in the HTML, not only drawn by JavaScript, and service pages that each answer one question in plain text.
→Crawler access
A robots.txt file that lets in the search crawlers you want answers from, including OpenAI’s OAI-SearchBot, and blocks only what you choose.
AI-context files (optional)
An llms.txt guide to your key pages, Markdown copies of each page and an AI catalog file. Google says it does not need them; other tools may read them.
04 / IN THE FIELD
TEN BUILDS. Checked October 22, 2026.
We checked ten client sites we built for the files and settings above. These counts describe what is live, not whether any AI assistant mentions these businesses.
Sites checked: Reborn Roofing, Hearthstone Pools, James Russell Roofing, Donovan Roofing, 4 Seasons Landscaping, Air Control Services, Penny Window, Wraps Redefined, NEUAGE Health + Wellness and Fixins Roofing. Local Howl requested each file on October 22, 2026.
05 / MORE BUILDS
WHAT SHIPPED on other sites.
Each of these is a build, not a measured AI mention. Where a case study also tracks map rankings, it says so.
Reborn Roofing
Full schema plus llms.txt and ai-context.json on a ground-up WordPress build with 6 location pages.
COLLIERVILLE, TN→02Hearthstone Pools
Structured data and a dedicated llms.txt file on a fast custom site covering 11 metro cities.
MARIETTA, GA→03James Russell Roofing & Restorations
Server-rendered RoofingContractor schema, llms.txt and Markdown copies of every page.
MEMPHIS, TN→04Penny Window
A contact form that doubles as a WebMCP tool, so an AI assistant researching windows for a homeowner can submit the lead for them.
ST. LOUIS, MO→05Wraps Redefined
FAQPage schema that answers questions like “Do you install car wraps in Dallas, TX?”
DALLAS, TX→06NEUAGE Health + Wellness
A JavaScript-rendered site replaced with server-rendered HTML and LocalBusiness schema for 6 clinics.
MO, KS, FL, AL→06 / HOW WE CHECK IT
MEASURED on its own line.
AI visibility does not show up in a rank tracker, so we check it separately from rankings and calls. We ask the questions your customers would ask, such as “roof repair near Collierville,” in the AI tools they use, and record whether your business appears, what the answer says and which sources it cites. Then we fix the source that is wrong: a profile field, a listing, a page. A single answer is a snapshot; the same question can get a different answer tomorrow.
Our own Google Analytics reports AI assistants as a separate channel. On our site they sent 13 of 11,382 sessions between October 22, 2025 and October 21, 2026, while organic search sent 2,619. Small, but measurable, so we report it on its own line instead of folding it into organic search.
For the research behind this, read how to rank in Google AI Mode and show up in ChatGPT and SEO vs GEO. OpenAI now gives verified businesses their own count of ChatGPT mentions and clicks: see how to claim your business in ChatGPT’s Business Hub. Our ChatGPT business profile service helps with the profile itself.
Want this done for your business? Let’s talk →
07 / WHERE IT SITS IN A PLAN
NO SEPARATE AI price tag.
AI search visibility is not a separate line item in our plans. The groundwork sits inside each plan: Google Business Profile optimization and NAP corrections in all three; a schema audit of your homepage on GBP Lite and of 5 pages on GBP Basic+, both with dev-ready code; and 10 pages with full implementation on Local Growth Standard.
Crawler checks and AI-context files depend on how your website is built and who manages it, so we scope them with you on a call.
08 / FAIR QUESTIONS
AI SEARCH
questions.
What owners ask before we start.
Can you guarantee my business will show up in ChatGPT?
No, and be wary of anyone who does. ChatGPT, Google’s AI Mode and other assistants decide what goes into each answer, and the same question can get a different answer tomorrow. What we can do is remove the reasons a tool would skip or misdescribe you: a blocked crawler, conflicting listings, an outdated profile, schema that disagrees with the page. Then we check the answers and report what we see, including when you do not appear.
Do I need an llms.txt file?
Not for Google. Google says you don’t need new machine-readable files or AI text files to appear in AI Overviews or AI Mode. llms.txt is a proposed standard, published at llmstxt.org, for giving AI agents a short guide to a website’s key pages. We add one on new builds because it is small and easy to keep current, and some tools may read it. Treat it as optional; an accurate profile and readable pages come first.
Should I block AI crawlers in robots.txt?
Only the ones you have a reason to block. OpenAI separates its crawlers: OAI-SearchBot is for ChatGPT search, and GPTBot is for training its models. You can allow the first and block the second. According to OpenAI, blocking OAI-SearchBot means your site will not be shown in ChatGPT search answers. Check your robots.txt before assuming an AI tool is ignoring you.
Is AI search visibility different from local SEO?
It is mostly the same work aimed at one more audience. Local SEO gets you into Google’s Map Pack and local results; AI search visibility makes sure assistants describe you correctly when someone asks them instead. Both depend on an accurate Google Business Profile, consistent listings and useful pages. The extra pieces are crawler access for AI tools and optional files like llms.txt. If your local SEO is weak, start there.
How long until AI tools pick up a change?
It depends on the tool, and most do not publish a timeline. OpenAI says a robots.txt change can take about 24 hours to reach ChatGPT search. Google’s AI features only link to pages that are indexed in Google Search, so a page change counts after Google recrawls it. Profile and listing fixes move at the speed of each platform. We recheck the same questions after a change instead of assuming it worked.
AI SEARCH VISIBILITY CHECK
BE EASY
TO READ.
Tell us about your business.
We’ll start your AI search visibility check with what AI tools can find today.