Are you in the answer?
The share of AI answers in your category that name you - real queries, confidence range on every number.
AI is recommending your competitors right now.
LiveTracked acrossChatGPT
Buyers ask AI what to buy. If it names someone else - you lose deals you never even saw.
The stakes
AI names three tools. You’re not one. You never existed.
100M+ buyers research inside AI now. CitedOS makes that invisible layer measurable.
What we do
Understand how AI search recommends your brand - or doesn’t.
Measure how often the engines recommend you, see why they don’t, and get the exact moves that fix it.
Why AI trusts a source.
How quotable your pages are to a model - the lever that moves Visibility up.
The domains you’re missing.
The handful of domains shaping your category’s answers - and exactly where you’re absent.
See it in action
“What’s the best CRM for a small sales team?”
A real answer, every mention highlighted, every source listed.
For a small sales team, Northwind is the most frequently recommended option for its simple pipeline, while Vertex is praised for automation. Buyers comparing tools also weigh reviews on g2.com and threads on reddit. Acme appears as a lighter-weight alternative for teams that want fast setup.
g2.comreddit.comtechradar.com
#5
where you rank in this answer
2 / 8
cited sources that mention you
+0.3
sentiment when you’re mentioned
How it works
From domain to playbook in three steps.
01
Connect your brand
Add your domain - we pre-fill ~40 real buyer prompts.
02
We query real engines
Daily runs across ChatGPT, Gemini and Claude - answers, mentions, sources.
03
Act on the gap
A ranked playbook - each move tied to the source that lifts you.
Why CitedOS
Insights you can act on this week.
Not a wall of charts - every finding ships with the move that shifts it.
You're cited on techradar.com, but absent from g2.com.
→Launch a G2 review push - the highest-impact discoverability move for your category right now.
Your /pricing page has no direct answer for AI to quote.
→Add a 40–60 word answer nugget and Product schema so models can lift it verbatim.
Visibility dropped 4 points on Gemini last month.
→That was a model update, not your SEO - we mark model changes so you don't chase ghosts.
100M+
buyers search with AI every day.
3
engines measured with real queries.
40+
buyer prompts per brand, every run.
<30s
from domain to verdict. No signup.
Engines
The engines we measure - stated exactly.
ChatGPT, Gemini and Claude on every plan, via official APIs. The free audit also checks Perplexity.
Measured todayReal queries, every number with its confidence range.
ChatGPT
Gemini
Claude
Perplexity
On the roadmapNot yet measured - added only when a compliant official API exists.
AI Overviews
Grok
Copilot
Meta AI
DeepSeek
Find out where you stand in AI search - in 30 seconds.
FAQ
Questions, answered.
How do I get started?
Enter your domain - your first visibility score needs no signup. To track over time, create an account; setup pre-fills your prompts and competitors in under 15 minutes.
How is the Visibility Score calculated?
The share of tracked AI answers in your category that mention you. Every score ships with a confidence range - click any number to read the raw answer behind it.
Is the ChatGPT data official?
No - we label it an API/proxy surface, because that's what it is: an honest approximation, surfaced clearly rather than buried.
How is this different from an SEO tool?
SEO measures blue-link rankings. CitedOS measures whether AI assistants recommend you inside their answers - a different surface, different sources, different playbook.
Does it work for non-English markets?
Yes. Language and locale are first-class - prompts, answers and reporting run in your market's language and formats.