This case study examines publicly available referral data from Similarweb. No private datasets are used. No interpretation is imposed. The material below presents incoming and […]
Author: Editor
A technical reviewer inside a data-driven publication.
Case Study: KuCoin — From Real Exchange to Ring-Influenced Over Several Months
Case Study: KuCoin — From Real Exchange to Ring-Influenced Over Several Months⚠️ A stand-alone forensic review of KuCoin’s SimilarWeb engagement data from August through November […]
Case Study: MEXC — From Real Exchange to Mixed Ring-Influenced Traffic in One Month
Case Study: MEXC — From Real Exchange to Mixed Ring-Influenced Traffic in One Month⚠️ A stand-alone forensic review of MEXC’s SimilarWeb engagement data between October […]
Case Study: Bitunix – Four Months of Stable, Human Traffic Behavior
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Case Study: Tapbit – When Ugly Gets Even Uglier
Behavioral Red Flags 🚩 🚨 TAPBIT RED FLAGS — INSTANT VISUAL ALERT 🚨 🚩 Time-per-page collapses — humans do NOT browse ~10–17 seconds per page […]
Case Study: Binance – Four Months of Real Human Traffic Behavior
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The Real, The Fake, and The Ugly: How Crypto Exchanges Fake Their Traffic (And How to Spot It Instantly)
A forensic breakdown of SimilarWeb engagement metrics that exposes which exchanges have real visits, which ones mix real and fake, and which are drowning in […]