Generative Engine Optimization: SEO and AI Visibility Agency
Mindflow Marketing helps established companies get found on Google and named by the AI engines buyers now ask first: Google AI Overviews, Google AI Mode, ChatGPT, Perplexity and Gemini. Founder-led, served from Atlanta, with published pricing and a measurement protocol you can read before you spend a dollar.
87
AI mentions across 72 cited pages, earned for one published client
3 of 4
major assistants naming that client in Athens, where it ranks second in the map pack
$3,500
monthly starting rate, published, no annual contract
Mindflow Marketing was founded by Youssef Hodaigui, twenty-five years in search, and he runs every engagement personally.
Mindflow Marketing holds one office, and it is in Atlanta. Every engagement is delivered from there, wherever your company trades. We will not open a mailbox in another metro to look local.
Every rate is on the pricing page. No quote call required to learn what this costs.
One company per metro in each service category. Your competitor cannot buy the same seat in the same metro.
What is AI visibility, and how is it different from SEO?
AI visibility, also called answer engine optimization or AEO, is the practice of getting a business named inside AI-generated answers. SEO earns a ranked link a buyer clicks. AEO earns a mention inside the answer itself, in Google AI Overviews, Google AI Mode, ChatGPT, Perplexity or Gemini, where no click may ever happen.
The two run on overlapping machinery. Google states that its generative features are rooted in its core Search ranking and quality systems, so a page has to be indexed and eligible before it can be quoted. Classic SEO is the floor, not an alternative to it.
What sits above that floor is different work. An assistant is choosing which businesses to name, and it draws on how clearly your company is defined as an entity, how consistently it is described across the web, what independent sources say about it, and whether your pages answer the question in a passage it can lift whole.
Nobody can force a recommendation. We build the entity footprint, the citable pages and the review base the assistants draw on, then scores where you land on twelve frozen buying questions across three platforms each quarter, with the screenshots archived and dated.
Generative engine optimization is the practice of making a business or a page more likely to be retrieved, cited and named inside an answer that an AI system generates, rather than only ranked in a list of links beneath it.
GEO is the name the industry settled on for making a business appear inside AI-generated answers and not only in a list of links. It began as an academic paper, became a sales category within eighteen months, and now means slightly different things depending on who is invoicing you. Here is the honest version.
- The term has a birthday. It was coined in a November 2023 research paper, not by an agency.
- The original research was about documents, not businesses. Anyone quoting its headline number at a local contractor is misapplying it, and we explain why below.
- The practice is largely familiar work. Retrievability, clarity, corroboration. The scoreboard changed more than the sport did.
- It cannot be guaranteed. Generated answers are probabilistic. Anyone promising placement is selling certainty they do not have.
Where did generative engine optimization come from, and what does the research say?
Most acronyms in this industry are invented by whoever wants to sell the thing. GEO is an exception, which is worth knowing when someone tells you it is made up. The table sets out what the paper states and what we have watched happen to the label since.
| Item | What it is | Source |
|---|---|---|
| Origin of the term | The term was introduced in a paper titled GEO: Generative Engine Optimization, submitted to arXiv on 16 November 2023 by Pranjal Aggarwal, Vishvak Murahari, Tanmay Rajpurohit, Ashwin Kalyan, Karthik Narasimhan and Ameet Deshpande. | Aggarwal, Murahari, Rajpurohit, Kalyan, Narasimhan & Deshpande, arXiv, 16 November 2023 |
| The benchmark | The researchers built a benchmark they called GEO-bench, a large set of user queries paired with the web sources a generative engine might draw on, and tested which edits to those source documents made a generative engine more likely to feature them. | Aggarwal, Murahari, Rajpurohit, Kalyan, Narasimhan & Deshpande, arXiv, 16 November 2023 |
| Headline finding | Their headline finding, quoted exactly: “GEO can boost visibility by up to 40% in generative engine responses.” | Aggarwal, Murahari, Rajpurohit, Kalyan, Narasimhan & Deshpande, arXiv, 16 November 2023 |
| What the study measured | That study measured what happens when you edit a document that the engine was already considering for an informational query, and then re-ran the engine against a benchmark. | Aggarwal, Murahari, Rajpurohit, Kalyan, Narasimhan & Deshpande, arXiv, 16 November 2023 |
| What happened to the label | Within a year “GEO agency” was a category with a price list, and the 40% figure had been pasted into a great many sales decks aimed at people who install fences and replace roofs. | Mindflow observation, not a published source |
What we read from that, and this part is our judgement rather than anything the sources state: for a company selling a service, that describes the smaller half of the job and says nothing about whether you get named at all.
They also found that what works varies by domain, which is the part everyone skips. Then the acronym escaped.
Why we do not quote the 40% at you
It is good research and it is not a claim about whether ChatGPT will recommend your plumbing company in your metro.
Two different things are being confused. One is content optimisation: given that a source is in play, make it more quotable. The other is entity recommendation: get named at all when someone asks who to hire.
The second is mostly decided before any of your page copy is read, by whether you are a verifiable business, whether your details agree across the web, and whether other sources corroborate you.
So GEO, applied to a local service business, is the smaller half of the job. It matters. It is not the whole discipline, which is why I file it under AI visibility instead of treating it as the category name.
Source. Aggarwal, Murahari, Rajpurohit, Kalyan, Narasimhan & Deshpande, “GEO: Generative Engine Optimization”, arXiv, 16 November 2023. Checked July 2026.
See where AI names you today, free checkWhat does Mindflow Marketing deliver on a GEO engagement?
We run five pillars together inside one engagement: local SEO and Google Maps, organic search, AI visibility, reputation and brand SERP, and conversion tracking. Each is reported with the denominator stated beside the number, so a figure can be checked instead of believed.
Local SEO and Google Maps
Google Business Profile optimisation and map-grid tracking read across your whole service area, not off a single pin. A grid tells you whether you are losing on trust signals or losing on distance, and those have different fixes.
Organic search
Technical foundations, site architecture and the searches that turn into high-ticket jobs, built from the work you actually closed. Pages built from a keyword tool instead rank you in counties your crews will never drive to.
AI visibility and entity work
Entity disambiguation, organisation schema, knowledge-graph alignment and passages written so an assistant can lift them whole. This decides whether ChatGPT, Perplexity or Google AI Overviews name your company or a competitor.
Reputation and brand SERP
What a buyer and an assistant both see when they search your name. A review base and a clean brand page are the corroboration an engine leans on when it has to decide whether you are safe to put in front of someone.
Conversion tracking
Calls and forms tracked through to the booked job. Visibility that never reaches a booked job still costs you the months it took to build, and that bill never appears on an invoice.
Measurement you can audit
Share of Answer across twelve frozen buying questions, three platforms, three runs each, scored out of twelve with screenshots archived and dated.
Read the full methodRankings are never guaranteed. Anything we could not trace to a primary source is absent from this page, not estimated. The audit runs the same six layers described on the pricing page, and Share of Answer is scored quarterly.
What GEO actually consists of
Answer-first structure. Put the answer in the first two sentences under the heading that asks the question. A generative engine composing a response will lift a clean, self-contained statement long before it will paraphrase paragraph nine.
Specificity over adjectives. “We install cedar privacy fence in Cobb and Cherokee counties, typically 5–8 working days from deposit” is retrievable. “Quality workmanship you can trust” is not a fact and cannot be cited.
Quotable evidence. Numbers, dates, named sources, direct statements. The 2023 research found that adding citations, quotations and statistics to a source measurably improved its odds of being featured, which matches what you would expect from a system that has to defend its answer.
Coverage of the actual question set. Not keywords, questions. What a homeowner asks before they buy, written out and answered plainly, including the ones with awkward answers.
Machine-readable structure. Real headings, real lists, schema that describes what is on the page. Structure helps extraction. It does not manufacture authority, and marking up things that are not there is how profiles get into trouble.
How you would know GEO is working
There is no rank tracker for a sentence that rewrites itself every few days, so the measurement has to be built instead of bought. The unit we publish is X out of 12: twelve real buying questions for your trade and market, asked on Google AI Overviews, ChatGPT and Perplexity, each repeated three times in clean sessions, counted only where you are named in at least two of three runs.
Per platform. Dated. With screenshots. Re-run quarterly, because a single run proves nothing in either direction. The full protocol is published so you can run it yourself or audit anyone else’s number against it.
Treat any percentage without a published question set the way you would treat a quote with no scope of work. We publish our own results, including the bad months: our numbers are here.
How the first 90 days work
Every Mindflow Marketing engagement opens with a diagnostic, not a pitch. The first 90 days establish a baseline you can hold us to, fix what is structurally broken, and put the first measured movement on the record.
- Free Visibility Check. The twelve real buying questions for your trade, asked across Google Maps, Google and the assistants. You get the screenshots. No call required to receive it.
- Local Visibility Audit. Crawlability and indexation, entity and schema state, map-grid position across your service area, review base, and the competitive gap. Delivered written, with the working shown.
- Baseline measurement. Share of Answer scored before any work begins, so the starting number exists in writing and cannot be revised later.
- Foundations, weeks 1 to 6. Technical fixes, entity and organisation schema, Google Business Profile, and the pages that answer the questions your buyers actually ask.
- Authority and content, weeks 4 to 12. Citable pages, review systems, and the off-site corroboration assistants rely on when deciding whether a company is real.
- First remeasurement. The same twelve questions, the same conditions, scored against the baseline. Movement or no movement, both go in the report.
What has Mindflow Marketing actually produced?
Two clients have given written permission to publish their numbers, and neither is a company of the metro you sell in. Precision Fenceworks is a fence company working four Georgia markets, verified live 2026-06-16. Fireside Antiques is an eCommerce antiques dealer in Baton Rouge, Louisiana, with Search Console and Ahrefs data pulled 2026-06-10.
PRECISION FENCEWORKS · GEORGIA
In Athens, where it ranks second in the map pack, Precision Fenceworks is also third organic and named by three of the four major assistants, with Perplexity giving them as its first pick. In Alpharetta, first organic and third in the map pack, beaten on proximity and not on trust signals. 87 AI mentions across 72 cited pages, and 631 Precision Fenceworks reviews at a 4.9 average.
In Atlanta the same client has no reachable map presence against 100,000-plus impressions in sixteen months. Their pin sits in Alpharetta, proximity decides the Google map pack, and no page moves a building. In Lawrenceville they hold page one organic with zero map presence.
FIRESIDE ANTIQUES · LOUISIANA
Five of eight tracked core terms ranking strong, with dining tables, armoires, mirrors and coffee tables all recovered to first position after a ranking dip.
A national eCommerce catalogue, not a local service business, which is why it sits here as evidence of method and not as a forecast for your own trade.
Precision Fenceworks is a Georgia fence company working Athens, Alpharetta, Atlanta and Gwinnett, and we are not going to imply it is a client of yours or of your metro. What transfers between markets is the method: the audit, the frozen questions, the stated denominators and the work ledger. What does not transfer is a promise about your own street.
What we cannot show either: revenue, lead volume and job values. Neither client’s permission covers it. So we cannot tell you whether this visibility became money, and we would rather say that than let a chart imply it. Two clients is not a large portfolio and we are not going to present it as one.
What does generative engine optimization cost?
Mindflow Marketing publishes every rate. A Visibility Check is free. A Local Visibility Audit is $3,500 to $7,500 and credits against your first invoice if you start a monthly partnership within 30 calendar days of delivery. The monthly partnership starts at $3,500 a month on a 90-day initial term, then runs month to month. No setup fee and no annual contract.
The credit caps at that first invoice and does not carry forward. At the bottom of the range a $3,500 audit against a $3,500 first month costs you nothing if you continue. At the top, a $7,500 audit against a $3,500 first month credits $3,500 and the remainder is spent. We would rather you ran that sum at your own desk than found it on an invoice.
One company per metro in each service category. That cap is the reason I can run every engagement myself instead of handing it to a junior.
The full ladder, with what sits inside each tier, is on the pricing page.
Start with the free checkWhich areas and industries does Mindflow Marketing serve?
We deliver the work from the Atlanta office. Closest to home that means the Atlanta metro, covering Buckhead, Sandy Springs, Dunwoody, Decatur, Chamblee, Doraville, Marietta, Smyrna, Alpharetta, Roswell, Johns Creek, Duluth and Lawrenceville, spanning Fulton, DeKalb, Cobb and Gwinnett counties.
Beyond that the same work runs remotely across Georgia, Florida, Texas, Tennessee, North Carolina and South Carolina.
The work covers established home-services companies in roofing, HVAC, plumbing, electrical, fencing, garage door and remodeling, plus high-value legal, specialty healthcare and considered-purchase eCommerce. The common thread is deal value: one won job has to pay for months of the work, or the arithmetic does not close.
Every market page lists the neighbourhoods and counties it covers. Start at all markets, or read the Atlanta page for the one metro where the office actually sits.
Where this term ends and the next one begins
If you want to see how this work is actually run, what is in it, what it costs, what gets measured, that lives on the AI Visibility service page.
Want the one-paragraph version instead of the full treatment? The Visibility Glossary keeps the short definitions; pages like this one keep the practice.
Fair questions about GEO
Is GEO a real discipline or a rebrand?
Both, honestly. The underlying work is largely the work good SEO always described, so the cynics have a point. But the thing being optimised for changed, a synthesised answer that names two or three businesses behaves differently from ten blue links, and it needs its own measurement because the old one does not fit. Rebrand of the label, real change in the target.
Do I need a GEO agency separate from my SEO agency?
No, and splitting them tends to produce two invoices arguing over the same page. The signals overlap almost entirely. What you should insist on is that whoever holds the work can show you a measurement method for the AI layer that survives a follow-up question. We run both halves inside one engagement. One company per metro in each service category.
Does adding statistics and quotes to my pages help?
That was one of the clearer findings in the original research, and it is consistent with how these systems behave, a model composing an answer it has to stand behind prefers sources that state something checkable. The caveat is that the statistics have to be true and attributed. Invented precision is worse than no number.
Can anyone guarantee my business appears in ChatGPT?
No. Outputs vary between runs, accounts, regions and weeks, and nobody outside the model provider controls them. What can be done is building the signals that make you safe to name, then measuring honestly whether it is working. Anyone selling the guarantee is charging you for their own uncertainty.
How long does GEO take to show up?
Fixing something broken, a blocked crawler, a wrong address, a page with no answer in it, can move within weeks because you are removing an obstacle. Building presence where there was none is a months-long, non-linear climb that can go backwards for a month while the inputs improve. Which is exactly why the baseline gets taken first.
Where does your business show up in AI answers right now?
The free Visibility Check runs 12 real buying questions for your trade and market across three assistants, your X/12, the screenshots, and the first fix worth making. No sales call, and the findings are yours either way.
Mindflow Marketing runs this work from Atlanta · (404) 775-9995