GEO means being the source the AI quotes.
What generative engine optimization is
The six components, and the fix for each
| Component | What it is | What ROI.LIVE does |
|---|---|---|
| AI visibility audit | A baseline of where the engines name you today | Runs free on this page, then monthly, scored by question |
| Entity optimization | One consistent set of facts about who you are, across the whole web | A governed fact set, aligned on every page and every listing |
| Structured data and schema | Labels machines read: what you sell, where, at what price | Typed schema on every page, not a plugin default |
| Answer content | Pages a model can quote | One page per buyer question, answer in the first lines, human-gated |
| Mentions and citations | Other sites naming you in the right context | Listings, partners, press, and community, placed where they are real |
| Measurement | Tracked questions, scored over time | Five engines, monthly, with who got named and what moved |
Ask every GEO vendor which of the six they skip. The audit and the measurement are the two that get left out, because neither produces a deliverable to screenshot.
How an engine decides whom to name
It reads you
It cross-checks
It ranks candidates
It answers
What this looks like when it works
Sized by measurement, shipped by an engine, approved by a person
- Measures the full set of questions buyers in your market ask, instead of guessing a keyword list
- Collapses it to unique intents, so two phrasings of one question become one strong page, not two weak ones
- Derives the page map from that measurement: every town you serve, every service you sell, every question buyers ask
You can see the result on this page. If a search or a chatbot brought you here, the method worked.
- A governed brand file per client: voice, positioning, ideal customer, proof, loaded on every page it builds
- A memory layer that cites past work, so month six ships faster than month one
- An enforced fact-check and banned-phrase gate before anything reaches a human
A frontier model under our rules, not a model we trained. A human owns every publish decision, and nothing ships without one.
Why the shortlist beats the ranking
When each engine reflects the work
| Engine | How it reads you | When the work shows |
|---|---|---|
| Google AI Overviews | Reads the live web at query time, cites sources | Weeks |
| Perplexity | Reads the live web and cites its sources by name | Weeks to a couple of months |
| ChatGPT | Training knowledge plus live browsing | Two to four months |
| Gemini | Training knowledge plus live search | Two to four months |
| Claude | Training knowledge, with live search when enabled | Two to four months |
The split is the honest one: engines that read the web live can see new pages within weeks. Engines that leaned on training data need the consistency to accumulate before their answers change. Anyone quoting days for ChatGPT is quoting a wish.
Who GEO matters to most
Urgent if
- Your jobs or orders carry a four-figure or bigger price tag.
- Buyers research you, your competitors, and your category by name.
- Your market has towns or neighborhoods that each deserve their own answer.
- A competitor keeps getting named and you keep getting left out.
- You can state what makes you the expert in one provable sentence.
Later, if
- You are pre-launch with nothing to verify yet. Build the proof first.
- Your category is so new the engines have no answer for it yet. Foundation work still applies; patience is required.
- You need demand this week. Start with paid media and layer GEO on top.
What GEO costs here
Find out who the engines name today
Free, takes under a minute, and the full report is yours to keep. It checks how the AI engines answer questions about your category today.
Questions buyers ask about GEO
What is generative engine optimization, in plain terms?
It is the work of making AI engines like ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews name your business, describe it correctly, and cite it when buyers ask. SEO earns the ranking. GEO earns the citation inside the answer itself.
Is GEO replacing SEO?
No. GEO sits on top of the same foundation. The engines read the pages, the schema, and the mentions that SEO builds, and Google’s AI Overviews appear above the results SEO earns. A business with weak SEO has a weak GEO ceiling, which is why both get built together.
How do the engines choose who to name?
They reconcile what the web says about you, favor facts that agree across many sites, and shortlist the businesses with proof, mentions, and answered questions. Then they name two to five. Every step in that chain is work you can do, and this page lists all six components.
What do generative engine optimization services cost?
At ROI.LIVE, GEO is a layer of the search build, not a separate retainer. Engagements start at $5,000 a month and most land between $5,000 and $15,000. The AI visibility audit is free and the report is yours regardless of what you decide.
Can you guarantee my business gets cited?
No, and nobody honest can, because the engines are not for sale and their answers shift as the web shifts. The commitment is the mechanism: the audit, the entity facts, the schema, the answers, the mentions, and a monthly scorecard that shows exactly where you got named.
Is GEO the same thing as AEO?
They overlap, with different marketing attached. AEO (answer engine optimization) grew out of featured snippets and voice assistants. GEO (generative engine optimization) names the AI models that write full answers. The work overlaps so much that hiring two vendors for it means duplicate invoices. The full comparison sits on the SEO vs AEO vs GEO page.
How long before ChatGPT names my business?
On a two-to-four-month window for the trained models, with AI Overviews and Perplexity moving in weeks because they read the live web. The engine-by-engine table above shows the split. Consistency across the web is what shortens it.
Do you pay for mentions or write fake reviews?
Never. Mentions are earned and aligned where they are real: listings, partners, press, and community. Fabricated proof collapses the first time a buyer checks it, and it puts every engine ranking you have at risk.
I already rank on Google. Do I still need this?
Yes, and here is the test: ask three questions your buyers would ask, in ChatGPT, and see who gets named. Ranking and being named are different machines with different inputs. Many of our best-fit clients hold page-one rankings and are still invisible in the answers.
What is an AI visibility audit?
A baseline. It records which questions in your category the engines answer, who they name, and how they describe you, so the next month has something honest to be measured against. It runs free on this page.
Which engines do you track?
Google AI Overviews, ChatGPT, Gemini, Claude, and Perplexity, scored monthly by question. Bing’s answers ride the same inputs. When a new engine arrives, the tracked list grows and the build does not change, because the build makes you verifiable rather than tuned to one model.
Do you take two competitors in the same market?
No. One client per market, per category. If your competitor is already in one of the slots, the call names what else is available and what the honest timeline looks like.