Optimize content for AI
You have the content. Make it the page the answer quotes.
“We publish more than anyone in our category. Why does ChatGPT never cite us?”
A blog, a docs section, product and service pages, and none of it turns up when a buyer asks an AI engine. The reasons are concrete: robots.txt blocks the crawler, a script draws the text in after the crawl, or the page takes four paragraphs to say anything. We find which one is yours, per template, fix it, and rebuild the pages around the questions you are losing.
What stands in the way
Why good content goes uncited
Each engine either could not read the page, or read it and found nothing it could quote. Nobody on your side knows which, because nothing in your stack lists the pages the engines cite.
Ranks, never cited
The pillar page holds position two on Google. The AI answer to the same question cites four sources, and yours is not among them. Your analytics have no row that would tell you.
Blocked by a rule nobody chose
A robots.txt line from 2023, a CDN bot list, or a WAF default disallows GPTBot or PerplexityBot site-wide. The engine cannot fetch the page, so it cannot quote it, however good the copy is.
Beaten by a Reddit thread
A Reddit thread with eleven replies gets cited ahead of your 3,000-word guide, and so do a YouTube walkthrough and a competitor’s comparison table. Each of them states a price, a number, or a first-hand result. Yours describes the topic.
Briefs written for keywords
Every brief opens with a keyword and a monthly volume. The engine is answering one person’s whole question, and it cites the page that answers it in the first paragraph. Yours spends that paragraph introducing the topic.
Content the crawler never sees
The best material is in a PDF, behind a tab, inside an accordion, or rendered by a script after the HTML arrives. To the crawler, the page is a shell with a heading and a footer.
Why now
What the engines cite, and what they cannot
61%
drop in organic CTR on queries with an AI Overview
1.76% to 0.61% across 3,119 terms at 42 companies, June 2024 to September 2025. Brands cited inside the Overview kept a 35% higher CTR than brands that were not.
46.7%
of Perplexity’s top-ten source citations went to Reddit
680 million citations, August 2024 to June 2025. Wikipedia took 47.9% of ChatGPT’s top ten. The pages the engines lean on are mostly not brand sites.
25.7%
fresher: how much newer an AI-cited page is than a Google organic result
1,064 days old on average against 1,432, across 17 million citations. ChatGPT’s cited pages averaged 958 days, the strongest preference for recent content of any engine.
71%
of top US and UK news sites block at least one AI retrieval bot
100 sites, April 2026. 49% block OAI-SearchBot, the crawler ChatGPT uses to fetch a page before it cites it. If it cannot fetch the page, it cannot quote it.
How it works
What “optimized for AI” means, check by check
Four things a page has to be before an engine will cite it: retrievable, answerable, aimed at a question you are losing, and measured. We do them in that order, on the content you already have.
Retrievable
First, the engine has to be able to fetch the page and read it
The GEO audit runs 21 checks on one URL per template: robots.txt access for the 20 AI crawlers, GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot, Google-Extended and the rest; whether the text is in the HTML or drawn in by a script; canonicals and the sitemap; whether llms.txt exists and says what the site is; whether the structured data matches the copy a reader sees.
Each check comes back pass, warn, or fail, with the value that tripped it, so the fix is one line rather than a discussion. On Managed GEO we ship it. On consulting we write it up per template for your platform team, then audit the same URL again once the fix is live.
- Blocking crawlers to protect content only removes you from the answer; the page still gets described, from other sources
- PDFs, tabs, accordions, and script-rendered text count as missing until the checks say otherwise
Answerable
Then the page has to say something an engine can quote
A page that gets cited answers one question in its first paragraph, in plain sentences that carry the facts: what it is, who it is for, where, what it costs, how long it takes, how it compares. Its headings are the questions, its detail is first-hand, its date is recent, and the FAQ at the bottom matches what is visible above it.
We rewrite the pages you have to that shape, template by template, starting with the ones an engine already reaches. We will not write keyword-stuffed briefs, generate pages in bulk that say nothing specific, or spend four paragraphs introducing a topic before reaching a fact, because none of that gets cited.
- The answer in the first paragraph, with the specifics stated and the headings phrased as questions
Aimed at the questions you are losing
New pages go where the tracking says you are absent
Your buyers’ questions run once a day on ChatGPT, Gemini, Perplexity, Copilot, and Google AI Mode, and every answer is kept with every source it cited. That shows which prompts you are absent from and what the engines currently cite in your place.
A content routine picks the weakest of those prompts, reads the current answers and their sources, and drafts one article built to be the cited source: the answer in the first paragraph, every claim traceable to a source, a short FAQ, in the brand voice set for it. A person approves it, revises it with an instruction, or rejects it with a reason. Nothing publishes itself.
- On Managed GEO our team edits and publishes on your site. On consulting the draft lands in your editors’ queue.
Present, and measured
Show up where the engines look, and see which pages they cite
The engines lean on pages that are not yours: the Reddit threads, YouTube videos, LinkedIn pages, directories, and review sites cited for your prompts. The cited-pages tables rank them by how often the answers use them, and the roadmap names which to show up in, and with what.
Then the numbers: citation rate and mention rate per engine, position score, and which of your pages get cited for which prompts, with the movers each window. Visits stay in your analytics. We count citations, because that is what a page optimized for AI is for.
- Reddit, YouTube, and LinkedIn pages ranked by citations, with whether those answers also mention you
- Movers: the prompts, pages, and domains that gained or lost since the previous window
Two ways to do it
We ship it, or your teams ship it from our fix list
Both engagements run the same audit, the same daily tracking, and the same drafts. What changes is who touches your site.
For small and medium businesses
Managed GEO
We audit every template, ship the fixes, rewrite the pages that say nothing specific, and publish one article at a time for the prompts you are losing. Then we track which of your pages the engines cite, and walk you through it on one monthly call. From $990 a month, scoped after the audit.
For large companies
GEO Consulting & Trends
The audit becomes a fix list per template for your platform team and an editorial standard for your writers. The drafts land in your editors’ queue, the citation report sits next to your rankings, and a strategist reads the movers with you each month. Quoted per engagement.
The platform behind the work
Where each step lives
- 21 checks on one URL: robots.txt access for 20 AI crawlers, llms.txt, rendering, structure, content depth. Run it again after the fix ships.
GEO Audits
- A standing instruction that drafts one article about your weakest prompt, on a schedule, for a person to approve.
Content Routines
- The Reddit threads, YouTube videos, and LinkedIn pages the answers cite for your prompts, ranked, with whether you are mentioned.
Social Monitoring
- The whole path from absent to named, if the site is only one part of what is missing.
Get Mentioned by AI
Questions content owners ask us
Before you rewrite anything
Should we block AI crawlers to protect our content?
You can, and it costs you the citation without protecting much. An engine that cannot fetch your page still answers the question, from a Reddit thread, a review site, or a competitor’s comparison, and describes you from those. The audit tells GPTBot, which OpenAI uses for training, apart from OAI-SearchBot, which ChatGPT uses to fetch a page it is about to cite, and the same for the other engines, so you can allow the retrieval crawlers and decide about training separately. What we will not recommend is a site-wide disallow you inherited from a CDN default.
Do we have to rewrite everything we have published?
No. The audit runs per template, so a fix to the blog template reaches every post at once, and most of what a crawler cannot read is a rendering or robots.txt problem, not a copy problem. The rewriting is targeted: the pages that answer a prompt you track and are losing, starting with the ones an engine already reaches. A page that is retrievable, recent, and says something specific mostly stays as it is. New pages go only where the daily runs show you absent.
What makes a page one an AI engine will quote?
It can be fetched, it answers one question in its first paragraph, and the answer carries facts in plain sentences: who it is for, where, what it costs, how long it takes, how it compares. The headings are the questions people ask. The detail is first-hand, the date is recent, and any FAQ matches the copy a reader can see. Structured data helps when it describes that visible copy and hurts when it describes something else. Length on its own does nothing; a short page with a number beats a long one with none.
Will engines cite content that was drafted by AI?
Engines cite pages that answer the question with specifics they can trace, and they do not check who typed it. What they will not cite is the bulk-generated page that says nothing, however it was written, and that is the failure mode we see most. Our drafts are aimed at one prompt, built from what the current answers cite and miss, and every claim carries its source. A person approves, revises, or rejects each one before it goes anywhere, and on Managed GEO our editors add the first-hand detail only your business has.
How do we find out which of our pages the engines cite?
From the daily runs. Every answer to every tracked prompt is kept with the sources it cited, so the cited-pages table lists each URL the engines used, marked as yours, a competitor’s, or third-party, with how many answers cited it and on which engine. You see the docs page cited by all five engines and the pillar page cited by none, and the Reddit thread that outranks both. It is a saved view you can open any day, and it moves as the fixes and the new pages land, engine by engine, on the engines’ own schedule rather than a date we promised.
See what AI is already saying about your brand.
A free audit shows you exactly where you stand across ChatGPT, Gemini, Perplexity, Copilot, Claude, Grok, and AI Overviews, and what it would take to close the gap.