Finding the exact gaps behind missing AI visibility
A structured audit replaced assumptions with a prioritized source and content roadmap.
Before
No baseline
After
48 prompts
Period
Representative first-month outcome
The visibility problem
The team invested in SEO but had no baseline for brand mentions, citations, or model-specific performance.
The GEO work
- Created the prompt benchmark
- Classified every cited domain
- Prioritized fixes by commercial intent
Representative outcomes
Shared visibility baseline
Model-specific action plan
Clear ownership across content and PR
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