AI marketing in Miami means two separate jobs, and most of the budget in this city is still going to only one of them. The first job is using AI to make and run the work. The second is being named when an assistant answers a buyer who asks for a recommendation. This page is about what each one actually is, what the published research supports and what it does not, why the bilingual market changes the arithmetic here, and the two questions that separate an AI-native agency from one that bought the word.
Job one is production. AI writes the variants, builds the creative cuts, watches the bids, reads the analytics overnight. This is the part most agencies mean when they say AI, and it is real: it changes how much work one strategist can hold.
Job two is being the answer. When a buyer in Coral Gables asks an assistant for a recommendation, they get a short synthesized answer naming a handful of businesses. They do not get ten links. If a business is not in that handful, it was not in the running, and no amount of job one fixes that. The discipline that works on job two is called answer engine optimization, or generative engine optimization when the target is the generated answer itself. We go deeper on the distinction in AEO vs SEO vs GEO, and on the mechanics in what AEO is.
The honest limitation, said first: job two is young enough that nobody has a decade of Miami case data for it. What exists is one solid body of published research, a small number of live-engine tests inside it, and the organic-search fundamentals it sits on top of. That is the whole evidence base, and the next section is what it says.
The main study is GEO: Generative Engine Optimization, by Pranjal Aggarwal, Vishvak Murahari, Tanmay Rajpurohit, Ashwin Kalyan, Karthik Narasimhan and Ameet Deshpande, published at KDD 2024. The authors built a benchmark of 10,000 queries across 25 domains and tested nine ways of changing a page against an unoptimized baseline.
| Figure | What it measures | Where it comes from |
|---|---|---|
| 41% and 28% | on Position-Adjusted Word Count and Subjective Impression, for the best methods against an unoptimized baseline | Table 1 caption. Two metrics on the same methods, not one figure per tactic. |
| 22% | improvement over the baseline, from adding quotations, measured on Perplexity | Table 5. The only live-engine test in the paper. |
| 115.1% | visibility gained by a page already ranked fifth once it cited its sources | Table 2. Citation share moving inside one answer. |
| 30.3% | visibility lost by the top-ranked page in that same test | Table 2. The gain above and this loss are the same redistribution. |
| 10% worse | than the baseline: keyword stuffing, against making no change at all | Table 5, on Perplexity. |
Two of those rows cut against the usual sales pitch, which is why they are here. The paper’s one test on a live engine is weaker than its benchmark, and the tactic most often sold as AI SEO scored worse than doing nothing:
“Quotation Addition performs best on Position-Adjusted Word Count with a 22% improvement over the baseline.”
GEO: Generative Engine Optimization. Aggarwal, Murahari, Rajpurohit, Kalyan, Narasimhan and Deshpande, KDD 2024. Table 5, the Perplexity evaluation.
“Keyword Stuffing performs 10% worse than the baseline.”
GEO: Generative Engine Optimization. Same table.
The most useful row for a Miami business is the 115.1% visibility gain. Citing sources raised a page already ranked fifth by that much, while the top-ranked page in the same test lost 30.3% of its visibility. That is citation share moving around inside one answer, not new demand appearing. It matters here because the businesses that call us are almost never the top-ranked page in their category. They are the fifth one.
Full citation: Pranjal Aggarwal, Vishvak Murahari, Tanmay Rajpurohit, Ashwin Kalyan, Karthik Narasimhan and Ameet Deshpande. Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '24). Preprint at https://arxiv.org/abs/2311.09735. Every figure above is a relative change in how often and how prominently a source is cited inside a generated answer, measured on the authors’ own benchmark, with the subjective metric scored by a language model. None of them is a measured change in traffic, leads or revenue. None was measured on this site, and none was measured on a Miami business.
The mechanics of AI search are the same in Miami as anywhere. One thing about this market genuinely changes the work: ask an assistant the same buying question in English and in Spanish and you can get a different set of businesses back in each language. Those are separate answer surfaces, built from different source pages, and a business that only publishes in English is absent from one of them by default.
That is a structural opening rather than a clever tactic, and it is the reason our own Spanish-language pillar is a real page and not a translated afterthought. The playbook for it is in Spanish SEO for Miami, and the Spanish entry point is agencia de marketing digital en Miami.
The second Miami-specific factor is geography. The city sits at the seam of the US and Latin American markets, so a single campaign often has to answer buyers on both sides of it in the same week. That is a staffing question before it is a channel question.
Nearly every agency in this city now has AI on its site. The word costs nothing, so it stopped carrying information. Two questions separate the two kinds of shop, and both can be asked on a first call.
One more filter that is cheaper than either question: look for a published price. When we fetched eleven Miami and US agency sites in August 2026 and read them end to end, not one published a price, 8/11 showed no client outcomes, and 1/11 explained what happens after you fill in the form. That is a first-party count of eleven agency sites, not a survey of the industry, and AdMax is not in the set. Our own numbers are on the pricing page.
If you want the wider picture of how a Miami agency should be structured in 2026, the pillar for everything on this page is the Miami marketing agency model. From there the market splits by what you need to know next.
Or skip the reading. A free thirty minute call, where we ask the assistants what they say about your business in your city, read you the answer, and tell you what we would do about it. No deck and no pitch. Book a time.
Want AdMax to do the AEO and GEO work for your brand? Book a thirty-minute call with a senior strategist.