Earning visibility in a trust-sensitive category
Attributed claims and stronger third-party authority improved inclusion without overstating capabilities.
Before
1 / 10
After
6 / 10
Period
Representative 90-day outcome
The visibility problem
AI systems avoided recommending the platform because its claims lacked independent validation and clear scope.
The GEO work
- Removed unsupported superlatives
- Added attributed evidence and limitations
- Secured relevant directory coverage
Representative outcomes
More accurate recommendations
Higher-quality cited sources
Reduced category ambiguity
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