SpritesWhat Sprites does on AI visibility (AEO)
Every door runs the AI visibility (AEO) specialist, which reads the account itself. You do not brief it on which account, campaign or page you mean.
Find out whether you exist
The prompts your buyers type, run against the answer engines, with who gets named and who does not.
See who is taking the citation
The competitor being cited, and the page the engine is reading to do it.
Write the page that wins it back
Answer pages, FAQ pages and comparison pages, structured the way answer engines actually lift from.
Draft an llms.txt that is not a stub
An index of the pages you actually publish, drafted from the site for you to review, rather than hand-listed and forgotten.
Track it over time
Visibility per prompt per engine, so a change is attributable to the page that caused it.
Get told when it slips
A scheduled check that messages you when a citation you had is gone.
Official AEO MCP vs open-source servers vs Sprites
Three ways to put AI visibility (AEO) behind Claude, ChatGPT or any other MCP client, and what each one can actually do.
Official AEO MCP
No one owns AI visibility, so there is no official AEO MCP server: ChatGPT, Perplexity and Google publish no server that reports how often their answers cite your brand.
Open-source servers
Self-hosted citation trackers with an MCP interface, such as AutomateLab-tech/citation-intelligence and limelit-co/open, report which pages the engines cite for your prompts. They measure; writing the pages that earn the citation is left to you.
Sprites MCP
Sprites measures and then acts. It reads which brands and pages the engines cite for the prompts you care about, then drafts answer pages, FAQ and comparison pages, llms.txt and entity pages onto your site, published only on your approval.
Connect AI visibility (AEO) to your agent
One endpoint, five clients. Each guide is the exact path through that host's settings, the URL to paste, and the first prompt to run.
Your AI agent
Your ad accounts
The only host that draws the Sprites approval card in the chat, so you edit a budget or a headline in place and approve it without leaving the thread.
Approval card in the threadAI visibility (AEO) MCP for ChatGPTDeveloper mode gives ChatGPT full read-and-write MCP tools rather than the search-and-fetch pair the built-in connectors are limited to, and the Apps SDK renders the Sprites card in the thread.
Approval card in the threadAI visibility (AEO) MCP for CodexMarketing work that belongs in a commit: Codex can read the landing page it is about to ship and brief Sprites on the campaign pointing at it, in one session.
Results as text · approve in SpritesAI visibility (AEO) MCP for CursorThe campaign and the page it points at live in the same window: change the pricing copy, then have Sprites update the ads that quote it, without a second tool.
Results as text · approve in SpritesAI visibility (AEO) MCP for GrokGrok reads the live timeline, so the same thread that spots a trend can brief the campaign that rides it.
Results as text · approve in SpritesAI visibility (AEO) MCP for GeminiThe account and the analytics are already Google: Gemini reads Google Ads and GA4 alongside Search Console without leaving the family it belongs to.
Results as text · approve in SpritesAI visibility (AEO) MCP for GitHub CopilotMarketing data inside the editor where the tracking code lives, so a conversion event can be checked against what GA4 actually recorded before the pull request is opened.
Results as text · approve in SpritesAI visibility (AEO) MCP for Google AntigravityOne MCP configuration shared by the IDE, the CLI, the SDK and Antigravity 2.0, so the connector is added once and every surface has it.
Results as text · approve in SpritesPrompts that work verbatim
Paste any of these into a connected client. Naming Sprites matters: without it, an agent will happily answer a AEO question from public data rather than from your account.
- With Sprites, who gets cited when someone asks ChatGPT for the best AI ads platform?
- Ask Sprites to check our AI visibility against our three named competitors.
- Use Sprites to write a comparison page for "us vs [competitor]" and draft it on the site.
- Have Sprites draft an llms.txt from what we actually publish.
- With Sprites, set up a weekly check on our top 20 buying prompts.
What it reads, and what it can change
Reads happen on request. Writes never happen unasked: every change to AI visibility (AEO) is proposed, editable, and applied only when you approve it.
What it reads
- Answer-engine responses for the prompts you care about
- Which brands and pages get cited, and how often
- Your own site structure and existing answer coverage
- Competitor pages the engines are reading
What it can change
- Answer pages, FAQ pages, comparison and "vs" pages
- llms.txt and entity pages
- All drafted onto your site and published only on approval
The doors behind it
- research — who gets cited for your prompts across the answer engines
- create_aeo_content — answer pages, comparison pages and llms.txt, written onto your site
- analyze — visibility over time and against named competitors
- schedule_task — a recurring visibility check that flags a lost citation
AI visibility (AEO) MCP questions
What is AEO?
Answer engine optimization: getting cited in the answers ChatGPT, Perplexity, Gemini, Copilot and Google’s AI results give, rather than ranking in a list of ten blue links. The unit of success is a citation, not a position.
How does it know whether we are cited?
It runs your prompts against the engines and reads the answers, recording which brands and sources are named. It is a measurement, not an estimate.
Does an llms.txt actually help?
It helps when it is a real index of what you publish. A stub file does nothing. Sprites drafts it from the pages on your site, so it starts true; ask again when the site changes.
Is this the same as SEO?
It overlaps and is not the same. The pages differ in structure — a direct answer in the first sixty words, a real table, a scannable FAQ — because that is what gets lifted.
Which agent should I run this from?
Any of the five. Claude and ChatGPT draw the draft card inline, which makes reviewing the page faster; Codex and Cursor suit teams who want the page in a pull request.
The rest of the connector
One URL covers every channel. These are the ones most often used beside this page.
Live performance, search-term waste, campaign builds and budget moves — every write gated.
6 doors · 13 setup guidesMeta AdsCreative fatigue per ad, learning-phase checks, new hooks previewed in the real placement.
6 doors · 13 setup guidesLinkedIn AdsCost per lead by job function, ABM account lists, sponsored content that converts.
4 doors · 13 setup guidesTikTok AdsCPA and CTR for every ad, the next creative batch, and spend moved before the CPA drifts.
5 doors · 13 setup guidesReddit AdsCommunity targeting, subreddit-native copy, and the ad groups spending without converting.
5 doors · 13 setup guidesGoogle Analytics 4Ask GA4 a question and get the answer — including which channel actually caused it.
4 doors · 13 setup guidesPostHogFunnels, retention and trends by campaign, read-only, beside the spend that bought them.
4 doors · 13 setup guidesSEO and Search ConsoleKeyword research, posts written into your CMS, and page edits that arrive as a diff.
4 doors · 13 setup guidesShopifySEO titles across the whole catalogue, collection pages, and product copy that ships on approval.
5 doors · 13 setup guidesGoogle Business ProfilePerformance per location, the listings missing fields, and posts that keep the map pack.
4 doors · 13 setup guidesWordPressResearched posts, page edits and metadata written into WordPress as drafts you approve.
6 doors · 13 setup guidesWebflowResearched CMS posts, page metadata and copy edits, each an approval before it applies.
6 doors · 13 setup guidesFramerResearched posts and SEO fields written into your Framer CMS, added after you approve.
6 doors · 13 setup guidesZoho CRMPipeline and lead-source reporting beside ad spend, with approved lead, deal and note writes.
4 doors · 13 setup guidesMore on AEO and MCP
The guides written for this channel first, then the pages that answer what this one assumes: what the protocol is, how it differs from an API, and which servers are worth connecting at all.
- Best AEO toolsGraders, trackers and the tools that fix what they find.
- AI visibility scoreWhat the score measures, the bands, and what moves it.
- What is MCPThe protocol in plain English: what a server is, and what the latest revision changed.
- MCP vs APIThey are layers, not rivals. The one property that separates them.
- Best MCP servers for marketersTwelve that do marketing work, sorted by job — remote or local, read or write.
- Best Claude connectors for marketersEvery endpoint called rather than copied from a directory.
Point your agent at AI visibility (AEO)
One URL, one sign-in, and the next AEO question you ask gets answered from the live account.