AI Search Fundamentals
What is AI search optimization?
AI search optimization is the work of getting a business named and cited inside answers generated by ChatGPT, Perplexity, Gemini and Google AI Overviews. It rests on three layers: entity clarity so the model can resolve you as one real business, machine-readable structure through schema and answer-shaped content, and third-party corroboration through reviews, press and listings that independently confirm your claims.
How is AI search optimization different from traditional SEO?
Traditional SEO competes for a position on a results page; AI search optimization competes to be the source a model quotes. The overlap is large — technical health, authority and content quality feed both — but the differences matter: conclusions must appear in the first two sentences of a section, facts must be specific enough to quote, and third-party corroboration carries more weight than link volume alone.
Is SEO dead in 2026?
No. Google AI Overviews draw heavily on existing organic and local signals, so classic SEO is now an input to AI visibility rather than a replaced discipline. What has changed is the measurement: position alone no longer predicts clicks, because an answer above position one can absorb the query entirely.
What is the difference between AEO and GEO?
Answer engine optimization focuses on structuring content so it can be extracted as a direct answer — question-shaped headings, concise conclusions, FAQ schema. Generative engine optimization is broader and covers entity definition, corroboration and brand presence across the sources a generative model draws on. In practice a competent program does both under one plan.
How do I check whether my business is being cited today?
Ask the assistants directly. Write 20 to 30 prompts a real prospect would use in your category and city, run them across ChatGPT, Perplexity, Gemini and Google AI Overviews, and record who gets named. Repeat monthly. It is manual and it is the only measurement that reflects the actual outcome.
Why South Florida Is Different
Why does South Florida need a different approach from other markets?
Three overlapping metros that residents treat as one market and search engines treat as three; substantial bilingual demand with assistants answering in the language asked; very high business density with low differentiation, which makes entity clarity the tiebreaker; and a transient population constantly generating fresh who-should-I-use queries from people with no existing relationships.
Is AI search optimization only relevant for Miami businesses?
No. Fort Lauderdale, Hollywood, Boca Raton, West Palm Beach, Coral Gables, Doral and Miramar all resolve as distinct locations to search engines and to assistants. A page that says South Florida and nothing else resolves to nowhere. City-specific pages, service areas and review language are what make a business findable in the city a prospect actually names.
Does Spanish-language content matter for AI visibility here?
Yes, and it is one of the least contested advantages available in the market. Assistants answer in the language of the query, and a meaningful share of South Florida queries arrive in Spanish while most local sites have no Spanish surface area at all. Even a small set of properly localised service pages changes who gets named.
Should I hire a south florida seo company or a national agency?
A local firm brings city-level nuance, native bilingual capability and existing press and association relationships that produce genuine corroboration; a national agency is usually cheaper at the low tier and more generic in output. At the mid-tier the pricing is comparable, so the real question is whether you want a named senior lead or a rotating account manager.
Implementation: Entity, Schema and Corroboration
What should be fixed first?
The entity layer. Your name, address, phone number, hours and service description must be byte-identical across your website, Google Business Profile, Apple Business Connect, Bing Places, Chamber listings and the major aggregators. A single Suite 200 versus Ste. 200 mismatch is enough for a model to hedge, and hedging looks like naming your competitor.
Which schema types actually matter for a local business?
LocalBusiness with geo coordinates, hours, service area and sameAs links to every verified profile; Service schema on each service page with an areaServed listing the real cities you serve; and FAQPage schema carrying the questions prospects genuinely ask. Organization and BreadcrumbList are worth adding but move less.
What does answer-shaped content mean in practice?
State the conclusion in the first two sentences under each heading, then support it. Use question-shaped headings. Include specific facts — prices, timelines, city names, process steps — because vague marketing copy is unquotable by construction. A buried conclusion will not be extracted no matter how good the paragraph is.
How much do reviews and local press affect AI citations?
Substantially. A model treats your own site as a claim and everything else as evidence. Recent Google reviews that mention the specific service and city, local press mentions, association and Chamber pages, and real directory listings are the corroboration stack. Ten recent reviews naming Fort Lauderdale outperform a hundred old ones naming nothing.
Do I need an llms.txt file?
It is cheap to add and currently low impact. An llms.txt file states plainly what your business does, where, and which pages are canonical for which topic. No major assistant treats it as authoritative today, but it costs an hour and does no harm. Do not let it displace entity, schema and corroboration work, which is where the actual movement comes from.
Cost, Timeline and Measurement
What does AI search optimization cost in South Florida?
Foundation programs covering entity cleanup, schema, profile and a review system start from about $750 per month. Growth programs adding answer content, city pages and citation tracking run $1,500 to $3,000. Competitive programs with digital PR, multi-location and Spanish coverage run $3,000 to $6,000. Blended paid and organic programs from a Miami digital marketing agency typically run $4,000 to $12,000.
How long does it take to appear in AI answers?
Foundation work commonly produces first movement in 45 to 90 days, growth programs in 60 to 120 days, and competitive markets in 90 to 150 days. Entity and profile fixes move fastest because they remove ambiguity; content and corroboration work compounds more slowly.
How do I measure results if assistant traffic has no referrer?
Track four things: citation share against a fixed monthly prompt set, branded search volume, direct and unattributed traffic trends, and qualified enquiries where the prospect names an assistant. Adding ChatGPT as an option in your how-did-you-hear-about-us field is unglamorous and surprisingly informative.
What does a realistic first ninety days look like?
Weeks 1 to 2: baseline citation audit across four assistants and full NAP and entity reconciliation. Weeks 3 to 4: schema deployment, Google Business Profile completion and a live review request system. Weeks 5 to 8: rewrite the top five commercial pages into answer shape and publish genuine city pages. Weeks 9 to 12: corroboration push through press, associations and directories, then re-run the prompt set against baseline.
Does Seal Global work with businesses outside South Florida?
Yes. Seal Global is headquartered in Miramar, Florida and runs AI search programs for clients across the United States, the United Kingdom and the GCC. The South Florida focus reflects where the team sits and where its local corroboration relationships are strongest, not a limit on where the work is delivered.