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GEO CASE STUDIES

Prompt-level Proof, Not a Logo Wall

Every case below states the sector, the prompt universe, the period and the data source. Where a brand cannot be named, the result is still reported at prompt level so the method can be judged.

3.1M+ Prompts sent to 6 answer engines daily 100 Brands tracked weekly across 14 sectors 98.7% AI visibility reached for one consumer product line 4 min Average setup time, including GSC connection
PRODUCT VIEWFrom the live product interface
The Banking CaseChatGPT-driven engagement
+2.400%in 6 months
SAMPLE: 148 QUERIES · GA4 + CONSOLE
The Collagen CaseVisibility across the category universe
%98,7320 PROMPTS
VisibleMissing
Citation Growth CurveLimb-lengthening case, 10 weeks
Prompts citing
Case OutcomesPrimary metric per case
Banking24×
Collagen%98,7
Health tourism3.1×
Medical furniture%82
The Medical Furniture CaseFrom invisible to top 3
Start: ≈0% visibilityOK
Unbranded query set builtOK
Sentiment 64: category leaderRUN
Today: #3 of 8 manufacturers
The Pattern Across CasesOne lesson from four sectors
The unbranded query universe first
Answer-first rewriting
One terminology, zero contradiction
Query-level measurement

Make the next result yours

Where does your brand appear in AI answers?