Product·6 min read
How ApprovalWhisper Reviews Product Authenticity
Why we report a confidence level — never an absolute — and back every review with a verifiable certificate.
Coming soon →
Blog
Research, engineering updates, and industry insights from the CGG team.
Philosophy·4 min read
Why We Never Say "Authentic"
Confidence bands, not absolutes. How safe language protects customers and keeps AI systems honest.
Coming soon →
Research·8 min read
Counterfeit Sneaker Trends: What We're Seeing in 2026
Reverse image search data from the first quarter: which domains move counterfeit inventory and how to spot them.
Coming soon →
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