Service
AI Visibility Mapping — where and why AI cites you
A map of your presence across AI engines: which queries mention you, which sources they pull from, and where the gaps are — so you know exactly where to act.
What's included
- Query set testing across engines
- Source analysis
- Gap map
- Action shortlist
Who it's for
Those who want to see the landscape before committing to a plan.
How it works
- You share your topics, competitors, and target queries.
- I test the query set across ChatGPT, Perplexity, Gemini, and Claude.
- You get a gap map and a shortlist of the highest-leverage actions.
FAQ
How many queries do you test?
Typically 30–60 queries across the AI engines that matter for your niche.
Do I need to be cited already?
No. The map is just as useful when you're starting from zero.
Can this replace the AI Authority Audit?
They complement each other. Mapping shows the landscape; the audit fixes your own site.