Entity SEO and AI Visibility Agency
Mindflow Marketing makes a company an unambiguous thing to Google and to the AI engines buyers now ask first: Google AI Overviews, Google AI Mode, ChatGPT, Perplexity and Gemini. I run the entity layer myself, and we publish the pricing and the measurement protocol before you spend a dollar.
Before an engine can recommend your business it has to be certain which business you are. Entity SEO is the work of removing that doubt. It is the least visible layer in this whole field and the one that quietly decides the rest.
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.
We work from one office, in Atlanta, and the entity work is served from there for clients in every market we take on.
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 while you hold it.
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, and entity SEO is the layer directly under 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 score where you land on twelve frozen buying questions across three platforms each quarter, with the screenshots archived and dated.
Entity SEO is the practice of making a business an unambiguous, identifiable thing in a search engine’s model of the world, with one settled name, location, category and set of relationships, rather than a string of characters that happens to appear on some pages.
Where did the idea of an entity come from?
One announcement in 2012 set the terms every answer engine still runs on, and I read it as the reason identity work comes first.
- The idea is older than AI search. Google announced the Knowledge Graph in 2012 with the phrase “things, not strings.”
- Ambiguity is the enemy, not obscurity. A system that cannot tell which business you are will name one it can be sure about.
- The work is mostly janitorial. One name, one address, one phone, one category, everywhere, and an entity home that states the facts.
- No one can promise you a knowledge panel. You can earn the conditions for one. That is a different sentence and an honest provider says it.
On 16 May 2012, Amit Singhal, then SVP of Engineering at Google, announced the Knowledge Graph. The phrase he used has outlived almost everything else written about search that decade: an intelligent model “that understands real-world entities and their relationships to one another: things, not strings.”
At launch it held more than 500 million objects and over 3.5 billion facts about the relationships between them. The example Google gave was “taj mahal”, a monument, a musician, a casino and a restaurant, depending entirely on who is asking. Until 2012 those were two words. After it, they were four different things.
| Element | What the source states | Source |
|---|---|---|
| The announcement | On 16 May 2012, Amit Singhal, then SVP of Engineering at Google, announced the Knowledge Graph. | Amit Singhal, “Introducing the Knowledge Graph: things, not strings”, The Keyword (Google), 16 May 2012 |
| The phrase | An intelligent model “that understands real-world entities and their relationships to one another: things, not strings.” | Amit Singhal, “Introducing the Knowledge Graph: things, not strings”, The Keyword (Google), 16 May 2012 |
| Objects at launch | More than 500 million objects. | Amit Singhal, “Introducing the Knowledge Graph: things, not strings”, The Keyword (Google), 16 May 2012 |
| Facts at launch | Over 3.5 billion facts about the relationships between them. | Amit Singhal, “Introducing the Knowledge Graph: things, not strings”, The Keyword (Google), 16 May 2012 |
| The example given | “taj mahal”: a monument, a musician, a casino and a restaurant. | Amit Singhal, “Introducing the Knowledge Graph: things, not strings”, The Keyword (Google), 16 May 2012 |
What we read from that, and this part is our judgement rather than anything the sources state: That shift is the whole foundation of the AI-search era, thirteen years early.
A generative system that names a business is doing entity resolution first and language second: it must decide which thing you are before it can decide whether to recommend you. Every layer above this one inherits whatever certainty exists here.
Source. Amit Singhal, “Introducing the Knowledge Graph: things, not strings”, The Keyword (Google), 16 May 2012. Checked July 2026.
See what the engines think you are, free checkWhat does Mindflow Marketing deliver on an entity engagement?
Five pillars run together inside one engagement: local SEO and Google Maps, organic search, AI visibility, reputation and brand SERP, and conversion tracking. Entity work sits underneath all five. Each pillar is reported in writing with the denominator stated beside the number, so a figure can be checked instead of believed.
Local SEO and Google Maps
We read Google Business Profile work and map-grid tracking across a whole metro, not off a single pin. A grid separates losing on trust signals from losing on distance.
Organic search
Technical foundations, site architecture and the searches that turn into high-ticket jobs, built from the work you actually closed. A keyword tool ranks you in counties your crews 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 you or a competitor.
Reputation and brand SERP
What a buyer and an assistant both see when they search your name. An unsettled entity shows itself here first, so we treat the brand SERP as a diagnostic.
Conversion tracking
We track calls and forms through to the booked job. Visibility that never reaches a booked job still costs you the months it took to build.
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 entity work actually is
I work these six items in this order, on every engagement.
Pick the name and never deviate. Not the legal name on one listing, the trading name on another, and the name plus a keyword on a third. One string, character for character, everywhere it appears. This single item resolves more conflicts than anything else on this list.
Settle the address and the service area. A real address if you have one, and an honest service area if you do not. Inventing a location you do not occupy is the fastest route to a suspended profile and there is no version of it that is worth the risk.
Build an entity home. One page that states the facts about the business plainly, who it is, what it does, where, since when, who runs it, how to reach it. This is the page a machine returns to when it needs to check something, and most businesses do not have one.
Connect the profiles. Business Profile, industry directories, associations, social accounts, the licence register if your trade has one. Each corroborating link makes the entity harder to confuse with a similarly-named business two towns over.
Mark it up truthfully. Organization or LocalBusiness schema that repeats exactly what a human reads on the page, with sameAs links to the profiles you actually control. Schema is a restatement of the facts, not a place to make new ones.
Then keep it still. Entities are strengthened by consistency over time. Changing your name, category or address is occasionally necessary and always expensive, do it deliberately, all at once, everywhere.
How the first 90 days work
Every engagement I take opens with a diagnostic and 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.
Entity work is stage one of the Entity Integration Framework, Identity, then Architecture, Retrieval, Measurement and Outcome, and it is first for a structural reason rather than a stylistic one. Every later stage assumes the engine knows who it is dealing with.
Architecture without identity builds pages that rank for a business the engine cannot pin down. Retrieval without identity gets you quoted without being named. Measurement without identity produces a number that moves for reasons you cannot attribute. The order is a dependency chain rather than a preference.
It is also the least satisfying part to buy, because the deliverable is an absence: no contradictions. The month it is done well looks like nothing happened. The proof arrives later, in the form of everything else starting to work.
- Free Visibility Check. We ask the twelve real buying questions for your trade across Google Maps, Google and the assistants. You get the screenshots. No call required.
- Local Visibility Audit. Crawlability and indexation, entity and schema state, map-grid position, 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.
- Identity, weeks 1 to 6. One name everywhere, the address and service area settled, the entity home written, the profiles connected, the schema made to repeat the page.
- 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.
How you would know the entity is solid
Search your own name and read what comes back. Your brand SERP is the closest thing to a live readout of how confidently the engines understand you. Wrong hours, an old address, a competitor’s listing sitting underneath, a “people also search for” row full of unrelated businesses, each is a symptom of an entity that has not settled.
Count your contradictions. Pull every listing you can find and compare name, address, phone and category, character by character. The number of mismatches is your actual baseline. Most businesses guess low.
Then watch whether being named gets easier. Entity strength shows up indirectly, in the map, in brand-search accuracy, and in the X/12 count of buying questions where an assistant names you. The protocol is published, and none of it means much without the before-picture.
What has Mindflow Marketing actually produced?
Two clients have given written permission to publish their numbers. Precision Fenceworks is a Georgia fence company that works Athens, Alpharetta, Atlanta and Gwinnett, 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 FENCING
In Athens, where it ranks second in the map pack, Precision Fenceworks is also third organic and is named by three of the four major assistants, with Perplexity giving them as its first pick. In Alpharetta the same company is first organic and third in the map pack, beaten on proximity and not on trust signals.
In Atlanta it has no reachable map presence against 100,000-plus impressions in sixteen months. Its pin sits in Alpharetta, proximity decides the Google map pack, and no page moves a building. In Lawrenceville it holds page one organic with zero map presence.
87 AI mentions across 72 cited pages, and 631 Precision Fenceworks reviews at a 4.9 average. Verified live 2026-06-16.
FIRESIDE ANTIQUES · LOUISIANA ECOMMERCE
Five of eight tracked core terms ranking strong, with dining tables, armoires, mirrors and coffee tables all recovered to first position. Search Console and Ahrefs data pulled 2026-06-10.
A national eCommerce catalogue in Baton Rouge, Louisiana, which is why it sits here as evidence of method and not as a forecast for your own category.
Precision Fenceworks works four markets and has no home market, so read each line as the market it names. Neither published client bought identity work as a product on its own, and I am not going to imply otherwise. What transfers is the method: the audit, the frozen questions, the stated denominators and the work ledger.
What we cannot show: revenue, lead volume and job values for Precision Fenceworks, and sales and revenue for Fireside Antiques. 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 entity SEO cost?
We publish every rate. A Visibility Check is free. A Local Visibility Audit is $3,500 to $7,500 and credits against your first invoice if a monthly partnership starts 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 remaining $4,000 is spent. I would rather you ran that sum at your own desk than found it on an invoice.
We put entity work in stage one of the engagement, inside the audit and the monthly, so there is no separate identity line item to buy.
The full ladder, with what sits inside each tier, is on the pricing page.
Start with the free checkWhich markets and industries does Mindflow Marketing serve?
Our office is in Atlanta and we serve the entity work from there. Around the metro that means Buckhead, Brookhaven, Sandy Springs, Dunwoody, Decatur, Marietta, Roswell, Alpharetta, Johns Creek and Gwinnett, across Fulton, DeKalb, Cobb and Gwinnett counties, with Athens, Savannah and Augusta covered statewide.
Outside Georgia we take work in Florida, North Carolina, South Carolina, Tennessee and Texas. Wherever the company sits, I run the same identity layer: one name, one address, one category, one entity home, and profiles that agree.
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.
Statewide context sits in the Georgia market notes, and the office itself is described on the Atlanta page.
Where this term ends and the next one begins
How identity work is run inside an engagement is described on the AI Visibility service page and in the methodology.
Want the one-paragraph version? The Visibility Glossary keeps the short definitions; this page keeps the practice.
What do business owners ask about entity SEO?
Can you get me a knowledge panel?
Nobody can promise one. What can be done is building the conditions that make one plausible: a settled name, an entity home that states the facts, corroborating profiles, and third-party sources that agree with each other. Google decides the rest, and it declines plenty of businesses that did everything right.
Is this just NAP consistency with a fancier name?
NAP consistency is the floor of it, necessary, not sufficient. Entity work also covers category selection, disambiguation from similarly-named businesses, the relationships between your business and the people, places and services attached to it, and having one authoritative page that states all of it. Consistency stops you being confused; the rest is what makes you identifiable.
I rebranded and changed address. How bad is that?
Recoverable, but it is real work rather than a form to fill in. Both facts are propagated across listings, citations, directories and third-party pages that you do not control and mostly cannot remember. Do it in one deliberate sweep with a full inventory, expect a wobble in the map for a few weeks, and resist changing anything else at the same time.
Does schema markup create an entity?
No. Schema describes an entity that other evidence already supports. Marking up a business that has no corroboration anywhere else does not manufacture one, and marking up claims that are not true on the page is a straightforward way to lose trust you cannot easily rebuild.
How long does entity work take to pay off?
Conflicts you remove can show up within weeks — you are deleting a reason to be skipped, which is fast. Genuine entity strength accumulates over months of nothing contradicting itself. It is the least exciting compounding asset in marketing and one of the few that a competitor cannot buy past you overnight.
Do the engines actually know who you are?
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.
Mindflow Marketing serves every market from Atlanta · (404) 775-9995
