Prompt Injection and Agent Impersonation: The Commerce Security Threats You Haven’t Locked Down Yet
Prompt injection and agent impersonation are two operational attack vectors targeting agentic commerce in 2026. DataDome tracked 16.4M spoofed Meta-ExternalAgent requests in two months alone. Here’s how both attacks work and what to do about them.
GA4’s New AI Assistant Channel: What It Tracks, What It Misses, and Why the Gap Matters
GA4 added a native AI Assistant channel on May 13, 2026, showing which humans clicked through from ChatGPT, Gemini, and Claude. But it can’t see the AI crawlers quietly shaping those answers. Here’s what you need to measure both.
AI Agent Access Control: The Tiered Framework Every Site Needs in 2026
Most sites treat all AI bots the same. This four-tier access control framework separates training crawlers, search agents, and shopping bots — giving each the right policy while protecting and monetizing your traffic.
What Is Generative Engine Optimization? The Definitive Guide
Learn Generative Engine Optimization (GEO) - how to get cited by ChatGPT, Perplexity & Google AI Overviews. Research-backed tactics: up to 89.1% visibility gain.
AI Bots Are Visiting Your Website: How to Identify GPTBot, PerplexityBot, and Claude-SearchBot
GPTBot, PerplexityBot, Claude-SearchBot - AI crawlers visit your site daily. Learn to identify each major AI bot by user agent, IP range, and behavior.
Invalid Traffic vs Click Fraud: GIVT, SIVT, and What Marketers Should Actually Do
GIVT vs SIVT: understand invalid traffic, how it differs from click fraud, and the layered detection strategy that stops both from corrupting your ad spend.
We Analyzed 30M+ Website Visits: AI Bot Traffic Is 38-52% of the Web
QAIL AI analyzed 30M+ visits and found AI bots account for 38-52% of web traffic. See what AI bot traffic really looks like - and what it costs marketers.