
What does a Miami SEO agency do differently for AI search?
Three things beyond conventional local SEO. It tracks whether the brand is named in AI answers for the prompts buyers actually use, rather than only tracking keyword positions. It restructures pages so a specific passage can be lifted and attributed by an assistant. And it cleans up entity and schema data so the business is machine-readably tied to its locations, services and credentials. The underlying technical work overlaps heavily with traditional SEO.
The report said everything was fine
A Miami professional services firm came to us at the end of a two-year retainer with a local agency. The monthly report was reassuring: positions holding, several terms in the top five, technical score in the green. The problem was that enquiries had fallen for three consecutive quarters and nobody could say why. The owner's phrase was that they were paying for a scoreboard that no longer matched the game.
Seal Global works with South Florida businesses on exactly this gap, and the diagnosis took less than a week. Informational traffic had dropped by roughly a third. Commercial traffic was flat. The firm was still ranking, but for a growing share of the questions their buyers asked, an AI-generated answer was appearing first and naming three competitors.
What the first two weeks found
We started with a prompt inventory rather than a keyword audit: forty questions a real buyer would ask, phrased the way people ask assistants rather than the way they type into a search box. The firm was named in four of them. Two competitors, both smaller, were named in more than twenty.
The reason was not authority. It was format. The firm's pages opened with three paragraphs of positioning before reaching anything factual, buried pricing behind a contact form, and used schema that decorated the page rather than describing the business. There was nothing an assistant could lift and attribute safely.
Days 15 to 45: restructuring, not rewriting
- Every service page was reordered so the direct answer appeared in the first hundred words.
- Vague claims were replaced with specifics: ranges, timeframes, what is and is not included.
- Schema was rebuilt to describe the organisation, its locations, services and credentials accurately.
- A short FAQ block was added to each page using the actual prompt wording from the inventory.
- Page weight was cut so mobile rendering finished under two seconds.
None of this was new content. It was the same expertise, restructured so a machine could quote it. The work overlapped almost entirely with what good search optimization consultants would have recommended for conventional rankings anyway, which is the point most agencies miss when they sell AI visibility as a separate product.
How AI search optimization differs from typical Miami SEO services
Conventional Miami SEO services optimise for position in the map pack and the blue links, and report on rankings and sessions. That work is still necessary: a site with crawl problems will not be cited by anything. What changes is the objective and the measurement. Instead of competing for a slot in a list, you are competing to be one of three sources an assistant considers worth quoting, and you measure how often that happens across a fixed prompt set.
For this firm we kept the local programme running throughout: profile accuracy, review flow, citation consistency. Dropping it would have removed the foundation. The AI visibility layer sat on top of it, adding roughly a quarter to the monthly scope.
Days 45 to 90: what moved and what did not
Citation appearances moved first, as they usually do, because assistants re-synthesise more often than rankings settle. By week eight the firm was named in fourteen of the forty prompts, and by week twelve in twenty-two. The pattern was uneven in a predictable way: narrow, specific questions came first, broad category questions came last and some still have not.
Organic sessions did not recover. They stayed roughly a third below the previous year and we expect them to stay there, because the informational queries that used to produce those sessions now resolve without a click. What recovered was enquiry volume, which finished the quarter above where it had been eighteen months earlier, with a noticeably higher proportion of prospects who already knew what they wanted.
The uncomfortable part
The previous agency had not been negligent. They delivered what was contracted and reported it accurately. The failure was that the contract measured something that had quietly stopped predicting revenue, and nobody on either side raised it. If your reporting still ends at positions and sessions, that is the conversation worth having before the next renewal, whether the fix is a new vendor, a rebuilt site or simply a better scoreboard.
Related reading
Related services from Seal Global
South Florida AI Search Optimization
Citation tracking and content restructuring for AI answers.
Learn moreMiami SEO Services
Local visibility for South Florida businesses.
Learn moreSearch Optimization Consultants
Independent diagnosis before renewing a retainer.
Learn moreWebsite Design Services
Fast, structured sites that assistants can read.
Learn moreDental Marketing
Category-specific local search programmes.
Learn moreFrequently asked questions
Fifteen answers on AI search, Miami SEO services, cost and measurement.
1. AI search basics
2. South Florida and Miami local
3. Getting found in AI answers
4. Cost, timing and measurement
Find out where you appear in AI answers
We run a fixed set of buyer prompts against your category and show you exactly who gets named instead of you.
Request a visibility baseline