TL;DR / Key Takeaways
- AI reputation management splits in two: measuring what ChatGPT, Gemini, Perplexity and Claude say about you (real and cheap) and 'fixing' it (where the snake oil lives).
- You can't pay to get listed in ChatGPT, no one can guarantee an AI output, and Google now points deceived businesses to the FTC.
- What actually moves AI answers is slow, honest work — consistent facts, credible coverage, clear pages.
- Here's the honest map: what works, what it should cost by tier, and how to hire without getting robbed.
Short answer: AI reputation management means understanding and improving what ChatGPT, Gemini, Perplexity, Claude and Google's AI Overviews say when someone asks about you or your company — and in 2026 it splits cleanly in two. Measuring what AI says is real, cheap, and worth doing. "Fixing" it is where the snake oil lives: nobody can pay to get you listed in ChatGPT, nobody can guarantee an AI output, and Google now points businesses deceived by AEO/GEO vendors to the FTC. What genuinely moves AI answers is slow, unglamorous work — consistent facts about you across the web, credible third-party coverage, and clear pages AI can read. This is the honest map: what works, what doesn't, what it should cost, and how to tell the two apart.
Why this suddenly matters
AI is becoming the first thing that reads you. An estimated 99% of Fortune 500 companies now use AI to filter job applicants, and roughly 40% expect to use AI for screening interviews (Bricker). The background-check market — being rebuilt around AI that scans a person's whole digital footprint in minutes — is on track from $19.6B to ~$60B (Jenova). Investors run ChatGPT on founders before a first meeting; buyers ask Perplexity for "the best tool for X" before they visit a website. When AI is the gatekeeper, what it says about you quietly becomes what people believe.
So the anxiety is rational. The market that's grown up to serve it is not all rational.
The two halves: measurement (real) vs. fixing (mostly sold dishonestly)
Measurement is real, and it's cheap
You can absolutely measure how AI represents you: run the buyer's questions across the major engines, capture the verbatim answers, see who gets named instead of you, and trace the sources the models cite. This is honest, useful, and increasingly commoditized — one-shot reports run $10–99, and monitoring subscriptions run from a couple of dollars a month up to enterprise. It's the diagnostic. It tells you the truth. It does not, by itself, change anything.
"Fixing" is where you get robbed
Here's the part the aggressive pitches won't tell you plainly:
- 1You cannot pay to get listed in ChatGPT, Perplexity, or Claude. There is no submission form, no paid placement, no "special partnership." Anyone claiming otherwise is lying (Surmado).
- 2No one can guarantee an AI output. These are non-deterministic systems; the same prompt gives different answers by session, login, and device. A guarantee is a fraud signal, not a feature.
- 3Google now treats this as a fraud vector. Its 2026 guidance added a path to report deceptive SEOs to the FTC, and warned that AI-optimization (AEO/GEO) services can drift into spam (aysa.ai). Google's John Mueller flags the flood of urgency-plus-new-acronyms (AEO, GEO, AIO, LLMO) as a classic spam tell.
What actually moves AI answers (the unglamorous truth)
Strip away the acronyms and the honest playbook is almost boringly familiar. As one widely-shared industry piece put it, "SEO, GEO, AEO — it's all the same thing" (bonemeal.ai). AI models pull from the same web they always did; they reward the same trust signals. What genuinely helps:
- 1Consistent, correct facts about you across the web — your site, LinkedIn, Crunchbase, industry profiles and bios all telling one coherent story. When those disagree, AI guesses (and often confuses you with a namesake).
- 2Credible third-party corroboration — being mentioned by sources models already trust: authoritative press, Wikipedia where genuinely warranted, real reviews, respected community threads. AI cites what other credible sources cite.
- 3Clear, answer-shaped pages that directly answer buyer questions, with the stats and citations models like to lift. A Princeton study found expert quotes lift AI visibility ~41%, statistics ~30%, citations ~30%.
- 4Crawlability — if you block GPTBot, ClaudeBot or Google-Extended, you've opted out of the game.
That's the whole honest toolkit. It's PR, entity hygiene, and content — done deliberately, measured, repeated. It is slow (weeks to months), it is not guaranteed, and for an individual it can mean genuinely hard things like earning enough authoritative coverage to be recognized at all. Any vendor who makes it sound fast and certain is selling the fast, certain version of a thing that is neither.
What it should cost (so you're not overpaying)
The market has stratified. Knowing the tiers protects you:
| Tier | What you get | Typical price |
|---|---|---|
| One-shot report | A measured snapshot: what AI says now, who beats you, source citations, a fix to-do list | $9–99 one-time |
| Self-serve monitoring | Scheduled re-checks + alerts for individuals/small brands | ~$3–30/mo |
| AEO monitoring platforms | Enterprise dashboards, many prompts/engines, competitor tracking | $89–499/mo |
| Full-service ORM agencies | Done-for-you PR/content/entity work over months | $1,500–10,000/mo |
A small business almost always needs the one-shot report first — a baseline — before it needs ongoing monitoring, and long before it needs a five-figure retainer. Buy the diagnostic, act on the honest to-do list yourself, and only escalate if the stakes justify it.
How to hire (or fire) an AI reputation vendor
A five-minute check beats a wasted quarter:
- 1Ask them to show the submission form to ChatGPT. (There isn't one.)
- 2Ask for proof of a specific partnership with OpenAI/Google/Anthropic. (They don't have one.)
- 3Reject guarantees, "#1 in 30 days," or "proprietary placement."
- 4Ask what changes on your site and in your public record — real work maps to real assets.
- 5Run their own brand through an AI engine. If the "AI visibility experts" are invisible or thin, the offer is thinner (BlitzMetrics).
Where Stork fits (and where we don't)
We run an AI-tools directory, so we have no incentive to tell you this whole category is fake — and we won't, because it isn't. What we'll tell you is the honest split: measure first, fix slowly, never trust a guarantee.
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Stork's AI Reputation Report ($29, one-time) is the measurement half done straight: your buyer questions run live across ChatGPT, Perplexity, Gemini, Claude and Grok, the verbatim answers, who AI names instead of you, the sources it pulls from, and a prioritized to-do list of the pages to get on. No guarantees, no "we'll submit you to ChatGPT," no retainer — just the truth, and the honest playbook for changing it.
→ **See what AI actually says about you**
_More in this AI-reputation series: the honest tool roundup · does ChatGPT recommend your product? · Profound vs Otterly vs Peec · what does AI know about you? · how AI decides what to recommend · Google AI Overviews & your reputation · when AI hallucinates about your brand · what it should cost · and the scam exposé._
Related: What does AI say about your brand?
Frequently asked questions
What is AI reputation management?
It's the practice of understanding and improving how AI systems — ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews — describe and recommend you or your business. It has two parts: measuring what AI currently says (real and cheap), and influencing it by improving the public sources AI draws on (real but slow, and never guaranteed).
Can you pay to get your business into ChatGPT's answers?
No. There is no paid placement, submission form, or partnership that puts you into AI answers. AI assistants generate responses from the public web and their training data. Any service claiming to "submit" you or "guarantee" placement is a scam signal — Google now directs businesses deceived by such vendors to the FTC.
Does GEO or AEO actually work?
The honest work does, slowly: consistent facts about you across the web, credible third-party coverage, clear answer-shaped pages, and crawlability. It's essentially good SEO and PR aimed at what AI reads. What doesn't work is anything promising guaranteed rankings, secret "proprietary" methods, or fast certain results.
How much does AI reputation management cost?
A one-time measurement report runs $9–99. Self-serve monitoring is ~$3–30/month. Enterprise AEO platforms run $89–499/month, and full-service ORM agencies charge $1,500–10,000/month. Most small businesses should start with a one-shot report, not a retainer.
How long does it take to change what AI says about you?
Weeks to months, not days — because you're changing the underlying web sources AI relies on, and waiting for models and their retrieval systems to pick up the new material. Anyone promising a fast, guaranteed change doesn't understand (or is misrepresenting) how these systems work.
Disclosure: Stork sells a $29 AI Reputation Report and runs an AI-tools directory. This article exists because the honest map of this category was missing — we'd rather tell you what actually works than sell you a guarantee we couldn't keep.
How do I find out what ChatGPT says about my brand?
Open ChatGPT and type the category questions your buyers ask — things like “best tool for my use case,” “my brand vs a competitor,” or “alternatives to the category leader” — not “what do you know about my brand.” Note whether you're named, where, and who's named instead. Run each a few times, since answers shift by session, login and date.
Can I see what AI knows about my company?
Yes. Ask each assistant directly — “what can you tell me about my company?” — to see the facts it has stored, then ask category questions to see how it ranks you against rivals. Check all five — ChatGPT, Gemini, Perplexity, Claude and Grok — because each pulls from different sources and gives different answers.