Traffic Quality & Fraud
Landing Page Scraping: Protect Sensitive Data Without Promising Secrecy
A publicly accessible landing page can generally be viewed and copied by other parties. Anti-abuse controls may reduce h...
Traffic Quality & Fraud
Detect bots, click fraud, VPN/Proxy traffic and score traffic quality.
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Traffic Quality & Fraud
Traffic Without Sales: Diagnose the Funnel Before Blaming Bots
Traffic without sales can result from weak demand, a mismatched promise, broken measurement, purchase friction or invali...
Traffic Quality & Fraud
Does GA4 Filter Bots? What the Automatic Exclusion Does
Google Analytics automatically excludes traffic from known bots and spiders where identified. That does not make GA4 a c...
Traffic Quality & Fraud
Estimate Suspected Advertising Waste Without Calling It Confirmed Loss
A suspected-waste estimate helps prioritize investigation. It is not an invoice reconciliation, proof of fraud, or a gua...
Traffic Quality & Fraud
Look Up an IP Address and Review Suspicious Traffic
An IP lookup supplies network context for a traffic investigation. It can suggest a provider, location or connection typ...
Traffic Quality & Fraud
Google Ads Invalid Clicks: Investigate Before Blocking IPs
Unusual advertising activity should be reviewed against campaign records and application evidence. An IP risk label or a...
Traffic Quality & Fraud
Traffic Spikes: Distinguish Bots from Measurement Problems
A sudden traffic spike is a reason to investigate, not proof of a bot attack. Begin by checking whether the metric chang...
Traffic Quality & Fraud
Good Bots vs Bad Bots: Classify Before You Block
Classify legitimate crawlers, malicious bots, and unknown automation using IP identity, reverse DNS, velocity, fingerpri...
Traffic Quality & Fraud
GA4 Referral Spam: Clean Traffic Without Bad Filters
Separate referral spam, self-referrals, ghost events, and real bot visits, then clean GA4 attribution without hiding use...