Your customer asked
an AI. It named
someone else.

45% of consumers now use AI tools to find local businesses. A year ago it was 6%. Google's share of local discovery dropped from 83% to 71% in that same year. The question is no longer only where you rank. It is whether you get mentioned at all. Source: BrightLocal Local Consumer Review Survey 2026

What is actually true
about AI search.

This category is full of people selling tricks. Here is what the evidence supports, including the parts that argue against hiring anyone for it.

01

Most of it is SEO you should already be doing

Google's own guidance says optimizing for its generative AI features is still SEO, because those features run on the same ranking and quality systems as regular search. Crawlability, fast pages, real content, clean structure. If those are broken, no amount of AI-specific work saves you.

Source: Google Search Central, AI optimization guide
02

Entity clarity is the part that genuinely changes

A search engine ranks pages. An AI system answers questions about things. If your business is described three different ways across your site, your Google Business Profile, and your directory listings, a language model has no reliable idea what you are or where you work. Making a business unambiguous to a machine is real work, and most sites have never had it done.

03

You get cited, not ranked, and that is measured differently

There is no position 3 in a ChatGPT answer. You are either referenced or you are not. That means the question changes from 'where do we rank' to 'which questions do we get named in, and what does the model say about us.' Tracking that requires actually asking the systems, repeatedly.

04

Be skeptical of anyone selling magic

Google publicly states you do not need an llms.txt file, content chunking, or writing specially for AI. We publish an llms.txt because it is nearly free and the non-Google systems fetch pages live, but we will not tell you it moves Google. Anyone promising an AI ranking trick is selling something.

Source: Google Search Central, AI optimization guide

We did it to
our own site first.

You can inspect every piece of this right now. No case study required, no screenshots to take on faith. It is live on the domain you are reading.

  • Published entity map 28 entities, 83 relationships, and 24 evidence chunks quoted from live pages, to the open EntityMap standard.
  • llms.txt A single machine-readable summary of every service, industry, service area, and price, generated from the same source as our schema so it cannot drift.
  • entitymap.json The structured version, with typed relationships between services, concepts, and places.
  • One canonical entity graph Every page resolves to a single organization, person, and website identifier, carrying our Google Knowledge Graph ID. View source on any page and read the JSON-LD.

What we actually do.

Entity and schema foundation

One canonical business entity with stable identifiers, consistent name/address/phone everywhere, founder and organization linked, service area matching your Google Business Profile exactly. This is the layer that makes you resolvable.

Google Business Profile alignment

Your GBP is the most authoritative structured record of your business that exists. When it disagrees with your site, the site loses. We make them agree.

Answer-shaped content

Real questions your customers ask, answered directly and early on the page, with the specifics that make an answer quotable: prices, timelines, what is and is not included.

Machine-readable summaries

llms.txt and a published entity map so a retrieval system can read what you do without parsing twenty pages of HTML. Cheap to maintain, unproven on Google, plausible everywhere else.

Citation and mention building

Language models learn about you from what other sources say. Directory accuracy, local citations, and being mentioned somewhere other than your own website.

Visibility measurement

Recurring prompts across ChatGPT, Google AI Mode, Perplexity, and Gemini for the questions that matter to your business, tracking whether you appear and what gets said.

Before you ask.

What is AI visibility, and is it the same as AEO or GEO?

AI visibility is whether your business gets mentioned when someone asks an AI assistant a question you should be the answer to. You will also see it called AEO (answer engine optimization), GEO (generative engine optimization), LLMO, or AI SEO. They describe the same goal and the industry has not settled on one term. We say AI visibility because it is plain English and because Google's own guidance cautions buyers about vendors leading with the acronyms.

Do I need this if I already do SEO?

Partly, and that is the honest answer. Google says optimizing for its AI features is still SEO, so a well-run SEO program already covers most of it. What is usually missing is entity clarity, machine-readable structure, and any measurement of whether AI systems actually mention you. If your SEO is solid, this is an add-on. If your SEO is broken, fix that first.

Does this matter for a local business in Bryan or College Station?

More than it did a year ago. BrightLocal's 2026 survey found 45% of consumers now use AI tools for local business recommendations, up from 6% the year before, while Google's share of local discovery fell from 83% to 71%. That is a real shift in one year, in exactly the category a local business competes in.

How do you measure it?

We run a fixed set of prompts, the questions your customers would actually ask, across the major assistants on a schedule, and record whether you are mentioned, how you are described, and who gets named instead. It is closer to brand tracking than to rank tracking, and it is the only way to know if any of this worked.

How much does it cost?

For SEO retainer clients it is part of the work, not a separate line item. Standalone, we do a one-time entity and AI visibility audit that covers your schema, GBP alignment, machine-readable structure, and a baseline visibility measurement. Contact us for a scope and a fixed price.

Can you guarantee ChatGPT will recommend my business?

No, and neither can anyone else. There is no submission form, no ranking dial, and no paid placement. What we can do is remove the reasons a model would get you wrong or skip you: contradictory business data, thin or unanswerable content, no third-party corroboration, and no measurement.

Where this fits

AI visibility sits on top of the fundamentals. If the foundation is not there, start with the service that builds it.

Ready to rank first?

Fill this out and within a few minutes you'll get an automated audit of your site: performance scores, Core Web Vitals, Google Business Profile status, and the top issues I'd fix first.

No pitch, no pressure. If the data is interesting, we can talk about what to do with it.

  • Automated report in your inbox within ~3 minutes
  • PageSpeed scores, Core Web Vitals, on-page basics
  • Google Business Profile check
  • No sales calls unless you ask for one

Bot check. Takes about one second.