Model memory
Part of an answer is produced without touching the web, from what the model already knows about your category. Here it is decided whether your company is recognized at all and whether it is described correctly.
How it works
How AI picks the companies it recommends, and what your SEO gains from it.
AI visibility and SEO are not two budgets. They are one body of work seen from two sides: a model and a search engine read the same page, the same structured data and the same external evidence. When we improve one, the other rises with it, inside the same engagement.
The size of the channel
The buyers are already there, and the answer is produced without you
45%of consumers used AI to find a local business in the past year, against 6% a year earlierCheers, 2026
74.8%of AI referral traffic comes from ChatGPT, then Gemini 11.6% and Perplexity 7.2%Similarweb, 2026
The mechanism
Three layers where the recommendation is decided
Live retrieval
The other part rests on sources fetched at the moment of the question. Here it is decided whether your site is readable to a crawler and whether it enters the source set at all.
External evidence
A model weighs what can be confirmed away from your site: reviews, comparisons, documentation and mentions. Without them the answer picks the company it can verify.
Where the work overlaps
The same work, two results
Structured data and entity clarity
The model stops guessing what you are. The search engine gets correct entities and rich results.
Crawler accessibility
AI crawlers and Googlebot read the same HTML. One fix works on both channels.
Use-case and comparison pages
They answer buyer questions inside models and pick up the long tail in search.
Customer evidence and reviews
They enter AI citations and raise the trust signals a search engine looks at.
Mentions and digital PR
They raise the chance of a citation in an answer and build domain authority.
External consistency
One company description everywhere. Fewer contradictory signals for the model and for search.
The arithmetic
If you already pay a team for SEO alone
You are paying for half the channel
An SEO team optimizes the result list. A recommendation in ChatGPT, Gemini or Perplexity is produced differently, and nobody is measuring it for you.
The work has to happen anyway
Structured data, accessibility, use-case pages and customer evidence are the foundation of SEO at the same time. We do them once and account for both results.
One team, one accountability
We do not split visibility into four retainers. One agreement, one measurement before and after, one channel with the people doing the work.
Included
What the engagement includes
AI visibility at five providers, before and after
Technical SEO and accessibility for AI crawlers
Structured data, architecture and positioning
Use-case, comparison and intent content
Customer evidence, reviews, docs and digital PR
Search ranking monitoring next to AI visibility
Common questions
Straight answers.
Will AI visibility replace SEO?
No. Google still accounts for most search traffic, and a buyer uses both channels inside one decision. That is why we measure and improve both instead of choosing between them.
Does work on AI hurt Google rankings?
No, because it is the same work. Readable HTML, correct structured data, pages that answer real questions and credible external evidence are the foundation of both channels.
I have an SEO agency. Will you get in each other's way?
We can work alongside them or take the whole thing. The scope is written down before we start, so nobody does the same work twice and it is clear who is accountable for which number.
Where do I start?
With the $49 audit. You get a measured starting point for AI visibility and a list of fixes that is also a list of SEO fixes. Then you decide whether to implement it yourself or hand it to us.
Stop paying for SEO and AI visibility twice.
The $49 audit shows which buyer questions already name a competitor instead of you, and what to fix first. The SEO work that follows is inside the same price, not a second retainer.
Next steps