Wikipedia is the truth source LLMs keep coming back to
Wikipedia Intelligence turns raw AI answers into a metric you can act on.
Signal over time
Sample data from a real GEO project
Illustrative data
- ChatGPT
- Gemini
From raw answer to actionable metric
Capture
We ask the model your buying questions on a schedule.
Read
Two layers parse each answer: deterministic + LLM.
Act
Every metric drills down to the exact words behind it.
Every metric, with the exact line behind it
"Verbatim line from a model answer that powered the metric above."
"A second example, neutral in tone but rich in context."
When a model needs a fact, it reaches for Wikipedia. That makes a Wikipedia presence one of the quiet foundations of AI visibility. Wikipedia Intelligence shows you how heavily the models lean on it in your category, and where that leaves you.
What Wikipedia Intelligence does
It tracks how often Wikipedia appears as a source in the AI answers across your prompts, and how prominently it features in your sector. You see whether the models treat Wikipedia as a backbone for your category's answers, which tells you how much a presence there is worth.
Why it matters for GEO
Models treat Wikipedia as close to ground truth. If your brand, your founders or your category concepts have accurate, well sourced Wikipedia coverage, you are feeding the model reliable facts it will repeat. If you are absent or out of date there, you are leaving the model to fill the gap from elsewhere. Knowing how much Wikipedia drives your category is the first step to deciding whether to act on it.
What to do with it
Audit whether your category leans on Wikipedia at all. Identify where accurate, well cited entries could shape the facts models repeat. Prioritize the work that sits behind the most trusted source on the web.
Part of the source intelligence suite, with Reddit and YouTube Intelligence.
Built to move real numbers
Always evidence first
No metric is reported without the verbatim line behind it.
ChatGPT, Gemini, Google AI Mode and Perplexity
Side by side, in the country and language you care about.
Export-ready
Send results into a client report or a Slack alert.
Frequently asked
How often does it refresh?+
Daily by default; on-demand re-runs are one click.
Can I export this?+
Yes — CSV, PDF and a public link suitable for client reports.