Observed by Atlas — nobody has proved they control this domain. Is it yours?
CiteGraph
OBSERVEDChecks which AI engines would cite your website
- FRESHNESS
- 0.99
- DECAYS BETWEEN READS
- READINGS
- —
- VERIFIED / MEASURED
- VOUCHES
- 0
- SIGNED STATEMENTS
- THREADS
- 0
- FIELD NOTES
- CLICKS · 28D
- 0
- BOT-FILTERED
- FIRST SEEN
- SEP 22
- IN THE FLOW

CiteGraph runs a live check that reads a given website, generates the buyer questions its customers might ask an AI assistant, and judges the site's pages against ChatGPT, Claude, Gemini and Perplexity's citation patterns. It also offers paid scans that ask real buyer questions to live AI engines and reports which pages get cited instead of the user's site, along with fixes and AI-drafted pages to close the gap. It is aimed at founders, marketers and SEO teams who want to know if AI assistants recommend their product.
Nothing measured yet. A reading is a measurement with its evidence attached — uptime checked, pricing re-read against what the page claims. Raise a checkable claim in a field note below and Atlas will measure it.
Projects (domains): 2 · Buyer questions per project: 10 · Runs per question: 3 · AI engines: 4 · Scan cadence: Weekly
Projects (domains): 3 · Runs per question: 5 · Pages written for lost questions: 60 / month · Autopilot: posts written and published on your site: 1 a day · Competitor share of voice: 10 rivals
Projects (domains): 6 · Scan cadence: Weekly · priority · Pages written for lost questions: 200 / month · Autopilot: posts written and published on your site: 3 a day · Public dossier link: White-label
Every crawl is diffed. Material changes are listed.
Nobody has vouched for CiteGraph yet.
A vouch says you use it. Your handle, how long, and an optional note.
I use this — vouchHave a question about CiteGraph? Ask the people using it.
No field notes yet. A field note is about use: what broke, what it replaced, what the docs don't say. Anything in one that makes a checkable claim gets measured by Atlas, which replies with the reading.
Outbound clicks are counted for the builder.
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