Everything CiteGraph does to get your product recommended by AI.
For founders, marketers and SEO teams. CiteGraph asks ChatGPT, Claude, Gemini and Perplexity the questions your buyers ask, shows every answer you are missing from, and writes the pages that put you in. Every card below is a screen in the app, drawn the way it looks. Each opens a page on what the screen does, how it works, and what it deliberately won’t claim.
Measure
The questions, the raw answers, and the numbers over time.
Buyer questions
Buyer questions mined from your site, asked 3 to 5 times on each engine, with who is named most, a per-engine record and a margin on every question.
Answers
Every AI answer stored verbatim: engine, full text with brand mentions highlighted, and each cited source. The evidence under every CiteGraph number.
Progress
Every weekly scan kept as a row: named rate, site-cited rate, questions, sources. Charted with its margin band over time, exportable to CSV on Growth.
Share of voice
How often AI answers name you versus each competitor, per engine, trended weekly, with a margin of error on every rate, so real moves never blur into noise.
Error bars
AI engines answer differently run to run. CiteGraph asks each question 3 to 5 times on each engine and prints a margin of error on every rate.
Diagnose
Where the losses are, which pages win them, whether your site can be read, and who AI names instead.
Lost answers
Every buyer question where AI names a competitor instead of you: the verbatim answer, the winner, the cited page, and the sentence missing from yours.
Sources AI trusts
Every page AI engines cite for your category, deduplicated and graded for quality and gettability, plus the pages answering the questions you lose.
Site fixes
Fifteen checks the way a crawler sees your site: robots access for eight AI bots, content without JavaScript, a plain statement of what you are, schema, llms.txt, each with what we saw and the fix to paste.
Rivals
Every scan reads its own answers and surfaces the brands AI actually recommends in your category: alias-folded, counted, and one click from tracked.
How AI frames each brand
Every mention classified as the pick, a neutral listing or a caveat, charted over AI's verbatim phrases. Auditable counts, no fake 0 to 100 score.
Act and report
One ordered plan, the citable claims, the report you send, and the notices that only speak past the margin.
Autopilot
Connect your site once. CiteGraph finds the questions AI answers without you, checks each one against a live engine, writes the post from your own facts, and publishes it in your design. Every change can be reverted.
Action plan
Three moves this week, in order: a page CiteGraph writes, a site fix with the code to paste, and a pitch it drafts for you to send. The rest wait under Later.
Pages
For a buyer question you lose, CiteGraph writes the page the engines would cite, every sentence traced to your site, the answers, or a marked gap.
Ask
A button at the top of the app. It reads your scan, lost answers, sources, action plan and site fixes, answers in plain words, acts when you ask, and remembers what you tell it.
MCP server
CiteGraph is a remote MCP server. Claude.ai and Claude Desktop connect by signing in; coding agents use a key. Lost answers, sources, fixes, pages, scans.
Fact sheets
A sheet of the concrete, checkable claims AI answers are built from (pricing, limits, comparisons), drafted from your scan so your pages say the citable sentence.
Dossiers
Every scan produces a dossier: headline rates with margins, verbatim lost answers, cited sources, and moves: shareable by link.
What changed
When your AI visibility moves, CiteGraph names the cause: the questions that flipped, the top rival's move, and only speaks past the printed margin.
Free, without an account
Four things anyone can run. They use the same engine as the product and say plainly what they leave out.
AI visibility checker
Type a domain, get one buyer question asked of one engine, the verbatim answer, and whether you were named. A single answer, labelled as one.
Live site check
Type an address and watch every page judged against the questions its buyers ask AI: about two thousand judgments in a few seconds, and which engine the site is built for. A match with what each engine cites, not a promise of being cited.
AI readiness checker
The same fifteen checks as the in-app Site fixes, minus the model call: score, blockers, the fixes' names, a share link and an image for the result.
Public leaderboards
Which products four engines recommend per category, in dated snapshots, with a Wilson interval on every rank. CiteGraph is not on its own category's board, and we published it anyway.
Per-engine trackers
The engines disagree: in our measured boards their top-5s can share as few as 2 of 5 brands. Every screen above splits by engine; these pages are about what each one does differently.
ChatGPT visibility tracker
Track whether ChatGPT names your product for real buyer questions: repeated runs, verbatim answers, cited sources, a margin on every rate.
Gemini visibility tracker
Track whether Google's Gemini names your product for real buyer questions: repeated grounded runs, verbatim answers, cited sources, margins on every rate.
Perplexity visibility tracker
Track whether Perplexity names your product and cites your pages: repeated runs, verbatim answers, resolved sources, and margins on every rate.
Claude visibility tracker
Track whether Claude names your product for real buyer questions: repeated grounded runs, verbatim answers, cited sources and a margin on every rate.
Also in the account
Weekly scans, margins printed
Ten buyer questions per project on ChatGPT, Claude, Gemini and Perplexity on Starter and Growth (twenty on ChatGPT alone on ChatGPT Only), 3 runs per engine in each weekly scan (5 in a scan you start on Growth).
What changed, by email
After each scan a digest goes out only when a number cleared its margin, a rival appeared, or a page started answering your category. Silence means nothing moved.
Team
One seat on ChatGPT Only and Starter, five on Growth. Roles are owner, admin and viewer; viewers read everything and change nothing.
Export and sharing
CSV of every number on Growth. A read-only report link on every plan, to share with a client or a team.
Plan limits from the pricing page; method on the methodology page.
“This is what a useful audit tool should do: make the next move obvious”
Yusuke
FOUNDER OF LANDINGBOOST
See all of it on your own domain.
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