Use cases
Known brands.
Known brands.
Invisible to AI agents.
Three brands from our pilot program, names withheld. Each one shows what we found, the plan, and the baseline we now track.
• Luxury D2C
GEO case study: getting a sleepwear brand that AI already knows recommended
AI models know this premium sleepwear brand at 97/100, yet cite it in 0% of 7,423 buying answers.
1,867 URLs analyzedSee use case →
• Fashion & Resortwear
SEO & GEO case study: how to make a fashion brand visible beyond its name
Search Console shows traffic coming almost only from the brand name, and AI never cites it.
2,459 URLs analyzedSee use case →
• FMCG & Retail
GEO case study: how to get a coffee brand recommended by ChatGPT
Ranks well in search, yet absent from 3,415 AI answers. Product pages had almost no facts.
236 URLs analyzedSee use case →