Rank · $2,995
Why Doesn't ChatGPT Recommend My Business?
Your buyers are asking AI who to hire. You're not in the answer, you'll never see the inquiry you lost, and there's no line in your analytics for it.
ChatGPT doesn't recommend your business because AI assistants cite sources they can read, trust and corroborate — and most business websites are structured for a search engine that ranks links, not an answer engine that lifts answers. Getting cited requires clear question-and-answer content, correct structured data, a consistent entity across the web, and third-party corroboration. sosSTEVIE calls this Answer Engine Optimization: getting your business named inside the AI answers your buyers actually act on. Implementation is $2,995.
Key takeaways
- Search didn't die. It moved. A growing share of buying decisions now start and end inside an AI answer.
- Ranking and being cited are different jobs. Ranking wins a click. Citation wins the recommendation, without a click.
- You can't measure this in analytics. There's no impression for an answer you weren't in.
- Answer engines cite what they can read, trust and corroborate. All three, or you're out.
- The build is $2,995 one-time. The monthly retainer is optional and plenty of businesses don't need it.
The story
Do this now. It takes forty seconds and it’ll ruin your afternoon.
Open ChatGPT. Type the question your best customer would type — “who’s the best [what you do] in [where you are]?” — and read the answer.
Three or four businesses get named. Real ones. With reasons.
You’re probably not one of them.
Now sit with what that means. Someone asked. They got a shortlist. They rang two of the names. They hired one. That entire transaction — awareness to purchase — happened in a conversation you weren’t in and will never know occurred.
There’s no impression to report. No bounce. No lost session. Your analytics will show absolutely nothing, because nothing happened. That’s the point. You can’t see the inquiries you’re not getting.
I’ve now watched a dozen business owners run that test on a call. There’s a specific silence that follows. Then, always: “but my SEO’s fine.”
Their SEO usually is fine. That’s what makes this so difficult to accept — it’s not that they did the work badly. It’s that the work stopped being the whole job and nobody announced it.
What actually changed
For twenty-five years the deal was simple. Google ranks pages, you compete for position, the winner gets the click. Everything we call SEO exists to win that click.
That deal is quietly ending.
Now a buyer asks an assistant. The assistant reads the sources, decides, and hands over an answer — often a shortlist, often with reasons, usually with no click at all. The buyer acts on it. Your rank in a results page they never opened is irrelevant to a decision they’ve already made.
This is why “my SEO’s fine” and “nobody’s calling” are both true at once, and why it’s so disorienting. You’re winning a race that fewer people are watching.
And here’s the part that makes it genuinely dangerous rather than just annoying: it’s invisible to you. When you drop from position 3 to position 8, you see it — traffic falls, you get an alert, you do something. When you’re absent from AI answers, you see nothing at all. No signal. No alert. No slow decline you could catch. Just a phone that rings less than it used to, for reasons you’ll attribute to the economy.
I know that silence. My phone went quiet for a completely different reason and it still took me weeks to understand why, because nothing looked wrong. Nothing ever does.
Ranking and being cited are different jobs
This is the bit that trips up good SEOs, so let me be precise.
To rank, a page must be the most relevant, authoritative result for a query. It competes for a position.
To be cited, a page must contain a passage a model can lift, trust, and attribute. It competes to be quotable.
Those overlap. They’re not the same, and optimizing for one doesn’t get you the other.
A page can rank first and never be cited — because it takes 800 words to answer the question, buries the answer in a wall of prose, hedges everything, and offers nothing extractable. Meanwhile a page ranking eighth answers the question in the first paragraph, clearly, in a self-contained way that survives being copy-pasted, and gets cited every time.
You know what optimizing for extraction rewards? Actually answering the question, early, without hedging. It rewards writing that respects the reader.
Twenty years of SEO taught us to defer the answer — pad for word count, keep people scrolling, delay the payoff for dwell time. Every one of those habits is now actively costing you. The machine reads your throat-clearing, finds no answer in the first 200 words, and moves to a competitor who just said the thing.
The Citation Standard
Five requirements. Miss any one and you’re out — this isn’t a scoring system, it’s a gate.
1. Readable. Real HTML, real headings, semantic structure. Not text baked into images, not critical content behind JavaScript nobody renders, not a PDF. If it can’t be parsed, none of the rest matters.
2. Answerable. Content organized as questions and answers. Every important page states its answer in the first 80 words, self-contained, no hedging. This isn’t a formatting trick — it’s the whole discipline. If a model can’t lift the paragraph and have it stand alone, it won’t.
3. Structured. Schema matching the visible content exactly — Organization, Person, Service, FAQPage. Plus /llms.txt. This is you telling the machine what things are rather than hoping it infers correctly.
4. Consistent. One entity. Same name, same address, same description, everywhere — site, LinkedIn, GBP, YouTube, directories, guest posts. Contradiction makes you unreliable, and unreliable entities don’t get cited. This depends entirely on being AI-readable, which is why that’s the prerequisite.
5. Corroborated. Somebody other than you has to say you exist and are good. Models weight independent sources heavily, because you saying you’re the best is worth nothing and always has been. Reviews, mentions, directories, guest work, press. This is the slowest requirement and the hardest to fake — which is precisely why it works.
Most sites fail at 2 and 5. They’re readable, vaguely structured, reasonably consistent — and they never answer anything directly, and nobody else has ever mentioned them.
What it costs
The Implementation Build — $2,995, one-time
Everything needed to make you citable, done once, properly.
- Baseline testing across ChatGPT, Perplexity and Gemini on the questions your buyers actually ask, with every answer screenshotted and dated. This is your before, and unlike most SEO baselines it’s independently verifiable later.
- Full audit against the five Citation Standard requirements, with the failures ranked.
- Content restructuring so your key pages answer their question in the first 80 words, in a form a model can lift.
- Schema built and validated — Organization, Person, Service, FAQPage — matching your visible copy exactly.
- /llms.txt written and shipped.
- Entity cleanup across every property I can reach: name, address, description, and the stale listings currently outvoting your own website.
- Re-test at completion, screenshotted against the baseline, so you can see what moved.
For a lot of businesses that’s the whole job. The structural problems are one-time problems, and once they’re fixed they stay fixed.
The AI Visibility Retainer — $997/month, optional
Because requirement five never finishes. Corroboration accumulates, and it accumulates slowly.
- Monthly prompt monitoring. I run your buyer questions across the major assistants, log the answers, screenshot them, and chart the movement over time. That log is the reporting product — it’s the only honest measurement in this field and almost nobody is producing it.
- Content updates. New answer pages targeting the real questions coming out of the monitoring, plus revisions where the answers show you’re being misread.
- Corroboration work. Pursuing the third-party mentions, reviews and citations that requirement five depends on.
- Entity maintenance, because new stale listings appear and old ones resurface.
Start with the build. If the closing re-test shows you’re already being cited where it matters, don’t buy the retainer, and I’ll say so. The retainer is for businesses in genuinely competitive categories where corroboration is the battleground — not a subscription bolted onto a finished job.
No contract minimum on the retainer. If the monthly chart stops moving and I can’t tell you why, you should stop paying me.
How to start this week
1. Run the test. Ask ChatGPT, Perplexity and Gemini the five questions your buyers ask. Screenshot every answer. That’s your baseline.
2. Find out who is getting cited. They’re your actual competitors now, and it’s frequently not who you think. Directories and listicles often beat every real business in the market. Read what they did.
3. Rewrite one page’s opening. Take your most important service page. Delete the throat-clearing. State the answer in the first 80 words. That single edit does more than a month of link building.
4. Fix your entity. Search your business name. Every listing that contradicts your current reality is a vote against you. Fix or kill each one.
5. Publish real answers. One page per real question your buyers ask. Titled with the question. Answering it immediately. Not “5 Tips For…” — the actual question in the actual words.
6. Get corroborated. One genuine third-party mention beats ten of your own blog posts. Reviews, a guest piece, a directory that matters, a podcast.
7. Re-test monthly. This is measurable — just not in analytics. Ask the questions, log the answers, chart it.
Run the test
Forty seconds. Ask the question your best customer would ask. See who gets named.
If it’s not you, that’s not a small problem you’ll get to next quarter. It’s work walking past your door, every day, in a conversation you can’t see, can’t measure, and won’t be told about.
I’ve had the experience of watching my phone go quiet while everything looked completely fine. It took me weeks to work out why. I’d rather you took forty seconds.
Get your AI visibility baseline — $997 Diagnostic → Or go straight to the Implementation Build — $2,995 →
About Stevie
I spent years doing SEO. Good SEO — the kind that worked, right up until the ground moved.
Then I watched my own phone go silent while my site looked perfect in every browser I owned, and I learned that the most dangerous problems are the ones that produce no error message at all. This is another one of those. That’s why I do this work.
sosSTEVIE — for when your digital presence is broken, invisible, or about to be. (754) 302-4631
Frequently asked questions
How much does answer engine optimization cost?
My Implementation Build is $2,995 one-time and covers baseline testing, the full audit, content restructuring, schema, /llms.txt and entity cleanup. There's an optional $997/month retainer for ongoing prompt monitoring, content updates and corroboration work, with no minimum term. Many businesses only need the build — the structural problems are one-time problems, and I'll tell you if the closing re-test says you're done.
Is SEO dead now that everyone uses AI?
No — but it's now half the job instead of all of it. The technical fundamentals that make a site rankable are largely the same fundamentals that make it citable, so good SEO work isn't wasted. What's changed is that ranking a page nobody clicks is no longer a result. You need both: rank for the buyers still clicking, and get cited for the growing number who never will.
What is answer engine optimization, and is it different from SEO?
Answer engine optimization — also called generative engine optimization, or GEO — is getting your business named inside AI-generated answers rather than ranked in a list of links. It shares foundations with SEO, but the target is different. SEO competes for a position; AEO competes to be quotable. That changes how you write: the answer goes first, stated plainly, in a form that survives being lifted out of context.
How do I know if AI is recommending my business?
Ask it. Open ChatGPT, Perplexity and Gemini, type the questions your buyers would type, and read the answers. Screenshot them and repeat monthly. It's crude and it's the only measurement that matters, because there's no analytics report for an answer you weren't included in. Most business owners have genuinely never done this, and the first time is uncomfortable.
Can you guarantee ChatGPT will recommend my business?
No, and treat anyone who says otherwise with suspicion. These systems are opaque, they change without notice, and there's no submission form or ranking dial. What I can do is make you the most readable, best-structured, most corroborated answer to the questions your buyers ask — which is what the systems demonstrably reward. That's an honest edge, not a guarantee, and it's the same honest edge good SEO always was.
Also in Rank
Stop guessing.
Five days. One diagnosis. A ranked list of what's broken, what it's costing you, and what to do in what order — yours to keep whether you hire me or not.
The Backstory
Three years ago my own website was taken over. It looked completely normal in my browser while tens of thousands of spam pages ran underneath it. I found out when the calls stopped, and I had to take the whole thing down.
I diagnose before I quote, because I know exactly what it costs to be certain about the wrong thing. The whole story is here.