Case notes
We publish before/after visibility scores only when a live scan pair exists for the same shopper prompts.
Healthcare — Leading Medical Device Group
Optimization period: 3 months
Before: industry rank #5 in AI visibility. After: industry rank #2.
- Full coverage across ChatGPT, Gemini, and Claude, with consistent top rankings
- Positive sentiment across 240+ shopper scenarios
Cross-Border D2C — E-Commerce Brand
Optimization period: 4 months
Before: mentioned in 5.1% of shopper prompts. After: mentioned in 83.7% of shopper prompts.
- Full coverage of product-selection questions across English and Chinese queries
- Synchronized bilingual GEO optimization
FMCG Retail — Large Retail Chain Group
Optimization period: 3 months
Before: mentioned in 8.4% of shopper prompts. After: mentioned in 86.2% of shopper prompts.
- Ranked #1 in AI recommendation scenarios, ahead of all competitors
- Full coverage of 30+ core consumer scenario questions
Named scores and quotes are added only with written client permission.