Definition
The prompt-to-citation funnel is the path from a user's question, through the engine's answer, to the sources it cites, ending in a click or a brand impression. GEO works to slot a brand into that path as a cited source.
On this page
At a glance
- Categories Strategy
- Related fields Analytics, GEO
- Difficulty Advanced
How Prompt-to-Citation Funnel Works
Think of it as the AI-search version of a marketing funnel. It starts with the prompt, runs through the engine generating an answer, narrows to the handful of sources it chooses, and ends with the user either clicking or just seeing your name. Each stage is a chance to be in or out.
Why Prompt-to-Citation Funnel Matters
Mapping the funnel shows you where you are bleeding out. Not retrieved at all? Retrieved but not cited? Cited but never clicked? Naming the stages turns "we are not showing up" into a specific problem you can go fix.
Frequently Asked Questions
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Where do brands usually drop out?
Often at retrieval or citation: the engine either never finds the content, or finds it but trusts someone else more.
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How is this different from a sales funnel?
The stages are about getting retrieved and cited inside an answer, not moving a lead down a pipeline.