Question 1

How do I show up in AI search — ChatGPT, Gemini, Perplexity, Claude, Grok, DeepSeek?

Accepted Answer

The Ranking Factory asks those engines the questions your buyers ask and records who they name and which pages they cite. Where they name competitors instead of you, it works out what evidence the question needs, writes it from your own pages, videos and statements, publishes it — on your own site first where one is connected — and asks the same questions again on later runs. Being named or cited is something we observe and report with its sample size. It can take weeks, it depends on your market, and no tool controls it.

Question 2

Is this SEO, or something new?

Accepted Answer

Both. Traditional SEO works to rank your pages in a list of links. Generative Engine Optimization — GEO, sometimes called AEO — works to make AI engines and Google understand your business well enough to include it in an answer, and to have pages worth citing when they do. The Ranking Factory does the second, on top of the technical audits, indexing and rank tracking it has always done. Google’s own guidance says the fundamentals are the same, which is why the site check puts crawlability and readable content above every newer idea.

Question 3

Do you touch my website?

Accepted Answer

Never without you connecting it. By default everything is built off-site — Google Docs, Sheets, Slides and Blogger under your own Google account, and videos on your own YouTube channel if you switch them on — and your site is not modified. Connect WordPress, Shopify, Wix, Ghost or any webhook and pages are published on your own domain, which is the placement that matters most; webhook messages are signed, typed and keyed on a stable id, so a resend never duplicates a post, and a scheduled post that meets a busy server is tried again under that same id. Turn on review-before-publishing and every page for your site waits for your approval — and each project can hold its Google Docs, Sheets and Slides for your review as well. Some fixes only you can make — server-rendering, a CDN rule — and those are written up and handed over rather than pretended.

Question 4

Where does the content you build actually end up?

Accepted Answer

A subject’s evidence goes into your own Google account, where Google’s engines read it: a guide or other document in Google Docs, with a data table in Sheets or a deck in Slides where answers were seen citing that kind of file for the subject, or where too little has been seen to tell. Videos go to your own YouTube channel if you switch them on for a campaign. These are your own facts in another place, not outside proof: each visibility run’s source count files a cited Doc, Sheet or deck, a video a campaign put on your channel, or a post on a blogspot.com blog, as published for you, never as independent, because only other people’s sites can vouch for you. They then become one page on your own domain, assembled from what was already written rather than generated a second time, because two pages of yours competing for one search helps nobody. Each project lists its own and publishes them in a click, and a part that arrives late — usually the deck — is added to the live page when it lands, except on a page an AI engine is citing: there the update waits for your approval. It will not offer a subject your own site already answers.

Question 5

Is it safe for client work?

Accepted Answer

No link schemes, no spam, no shortcuts. Every action is logged in the project’s timeline; every Google file the engine creates is shared as it is made, because a file nobody can open is not evidence — unless the project holds them for your review, when each waits unshared in your own Drive until you publish it; a piece that only describes a subject instead of saying something about it is not written; when the Evidence Engine closes gaps on its own schedule, its Google documents go out at most one batch a day per campaign; the Evidence Engine does not publish a second piece on the same topic to the same place within 30 days by default; nothing is published without grounding in the business’s own material; an unsourced superlative in a page the Evidence Engine writes for your own site, or a figure its writer was not given, is cut before publishing; and nothing is announced until a stranger can open the link. Objects written before these rules can be withdrawn.

Question 6

What is the Evidence Engine?

Accepted Answer

The part that does the ongoing work. It finds where AI engines and Google are missing you, asks two or three of your own AI providers what shape the answer needs, writes it from your material, publishes it, and checks on later runs whether anything changed. On Growth it runs every 6 hours, on Agency every 4, on Enterprise every 3; on Starter you press Run. Each gap whose evidence was published then shows how many of the runs checked since have cited it, with the engines — an association, not proof that the page caused it.

Question 7

How much of this is automatic — what do I actually have to do?

Accepted Answer

You add your business, correct what the crawl proposes about it, add an AI key, and connect Google and — ideally — your own site. From then on the engine measures, finds gaps, writes, publishes and re-measures on its schedule, and the dashboard separates what is running from what needs you. The things only you can do — a site edit, a product nothing of yours explains, a placement on an independent site, a reply on a forum — arrive as a short list with a way to end each item.

Question 8

Will this get me cited on Reddit, Wikipedia or review sites?

Accepted Answer

Not directly, and be wary of anything that claims otherwise. Most AI citations come from third-party sources — forums, Wikipedia, review platforms, industry press — and no tool can honestly manufacture those. What this does is make you the kind of business those answers can draw on, show you which sites the engines actually cite for your market so you can go and earn a place in them, and find the live discussions already asking what you answer. It does not post to Reddit or edit Wikipedia on your behalf; there is no code path that could.

Question 9

Why did my visibility change when I haven’t done anything?

Accepted Answer

Because AI answers are not deterministic — ask the same question twice and you can get different businesses named. That is a property of the engines, not a fault in the measurement. It is why we report rates with a confidence range and the sample size behind them, why we treat trends across runs as the signal rather than any single run, and why adding a new engine starts a fresh trend line instead of quietly changing your history. Ask each prompt 3 or 5 times in one run and we report stability — whether repeats agreed — separately from the rate, and list the exact prompts that changed their answer.

Question 10

Do I need my own AI key, and what does it cost?

Accepted Answer

Yes, for the parts that ask the AI engines about you — those run on your key and spend your credit, which is why we never run them without you choosing to. With billing on, Gemini’s first 5,000 searches a month are free — far more than weekly measurement uses. Google AI Overview checks run on your own DataForSEO credit, only for searches you chose, inside a monthly budget you can lower. Having the ChatGPT and Gemini apps asked your tracked prompts uses the same DataForSEO credit, outside that budget: about $0.0012 a question, with each app’s monthly estimate shown before you switch it on. Two optional readings also use your key, and only if you turn them on when you set up a project or later in Settings: a before-reading for each new gap (up to 6 calls with 3 engines, at most 5 a day per project) and a passage check on each page for your site (one call per section, at most 12 a page). The site audits need no key at all: they read your site directly, so you see real findings before spending anything. Each engine you add is another engine you can see into, not a more accurate reading of the same one.

Question 11

What can’t you fix for me?

Accepted Answer

Anything that lives on your own website and needs a developer. The most common are content that only appears after JavaScript runs (Google renders it, most AI crawlers don’t, so they see an empty page) and a CDN blocking AI crawlers even though your robots.txt allows them. We detect both and tell you exactly what to change — we just don’t pretend there is a button for it. The site check also says what it does not measure — Core Web Vitals, how the page behaves on a phone, links from other sites — and shows those as not measured rather than as a pass. Everything we hand you is labelled: we fix it, paste this, or needs a developer.

Question 12

How accurate are the numbers?

Accepted Answer

As accurate as the sample allows, and we show you the sample. A run’s named, cited and recommended rates each carry a 95% confidence range and the number of prompt-and-engine pairs behind them; a wide range means few samples, not a poor result. Under twenty questions a first run calls itself a first look and says what would make it a baseline. Every figure says which engine API it was measured on — that is not the same as Google AI Overviews or the ChatGPT app, and we measure the first of those separately. The ChatGPT and Gemini apps themselves are asked only for the tracked prompts you switch them on for, each app on its own line and never part of the score. Anything we could not measure is shown as unmeasured, never as a zero. The whole method is written up at /how-we-measure, including what the numbers do not claim.

Question 13

Does it publish without asking me?

Accepted Answer

By default, yes — that is the point of an engine — and it tells you exactly what went out, item by item, with links, in the weekly report and on the project page. If you would rather approve first, there are two switches. Turn on “review before publishing” in Settings and every page written for your own site waits for you, and you are told the moment one is waiting. And each project can hold its Google Docs, Sheets and Slides for your review: each is written into your own Google Drive but not shared, linked or counted until you press Publish, and Discard leaves it private. Either way nothing is published without grounding in your real content, no unsourced superlative survives the claim check on a page the Evidence Engine writes for your own site, and nothing is announced until we have checked a stranger can open the link.

Question 14

Which AI engines does it measure?

Accepted Answer

ChatGPT, Gemini, Perplexity, Claude, Grok and DeepSeek — whichever you connect, using your own keys — plus Google’s AI Overviews as a separate surface, read from a live results page on your own DataForSEO credit, and Google’s own AI Overview and AI Mode impressions imported from a Search Console export. The ChatGPT and Gemini apps themselves can also be asked your tracked prompts, through DataForSEO on your own DataForSEO account from your project’s location, each app on its own line and never in the score. Where an engine can search the web as it answers (Gemini with Google Search grounding, Perplexity, OpenAI’s search tool on a current model, and Claude with Anthropic’s web search tool) we say so and report what it read; where it can only answer from training, the result is labelled as such. Adding an engine widens the picture; it does not sharpen it.

Question 15

Can my own AI tools read my account?

Accepted Answer

Yes — the account answers an AI agent directly over MCP, read and write, on every plan including Starter. Mint a scoped key in Settings and point Claude Code, Claude Desktop, the Claude API or your own tooling at it, or have Claude connect by signing in instead; either way you choose whether it reads every project or one. Eleven read tools cover your visibility runs and per-topic measurement, the sites engines cited, your gap list, the published-evidence ledger, answerability, what is waiting for your approval and your entity — always available. Every rate arrives with its sample size, and no agent can publish, approve or change anything through it unless you tick “Let it make changes” when you make the key or the connection — off by default, audited, and rate-limited once it is on, with every change it makes listed in Settings.

Question 16

What happens when the trial ends?

Accepted Answer

The 14-day trial is on the Growth monthly plan and becomes a subscription at $129 a month unless you cancel first. If a trial ends unpaid or a subscription lapses, the account goes read-only: you can still sign in and see every project, measurement and published item, but nothing new runs until you subscribe again. Nothing is deleted.

Question 17

How quickly will I see results?

Accepted Answer

Measurement is immediate: the site check needs only your address, and the first visibility run happens as soon as you have confirmed what you do and added a key. Evidence starts publishing from the first cycle. How fast any of that turns into being named or cited depends on your market and on retrieval nobody controls; we show you what is happening as it happens — published, crawled, indexed, cited — and we do not promise positions, citations or timescales.

Help & Guides

Workspace Metadata

What It Is

Where It Comes From

How to Apply It

Supported Tools

Not on LinkedIn