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Blog
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Muse isn’t the user. So who is?
A month in, the real question is who’s using it.
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Bot mitigation vs WAF. Can a WAF stop bots on its own?
A WAF checks what's inside each request, but bots send clean requests that look like your customers. Here's where a WAF stops, what bot mitigation adds, and why most teams run both.
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The Inputs to Automated Fraud Got Cheaper in Q3 2026
In Q3 2026, the inputs to automated fraud got cheaper and easier to replace. Criminal marketplace listings rose 52% after an August collapse, a synthetic identity that clears KYC costs under $100, and the 2026 holiday threat season will start before Black Friday.
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Case studies
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Airline Reduces Scraping and Improves Site Experience
Airline improved site speed and stability 30% by reducing unauthorized fare and price scraping.
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Streaming and Gaming Companies Protect Users, Safeguard Content
Companies reduced SMS verification and operational costs while protecting premium content and growing conversion rates.
Reports
See all reportsQ3 2026 Threat Intelligence Report
In Q3 2026, a cluster of criminal marketplaces collapsed and tracked listings still rose 52% as sellers rebuilt elsewhere. Identity data exposed in 40+ incidents fed a market where every input to a KYC check is for sale, and AI lowered the cost of each stage of the attack. The holiday season will start well before Black Friday.
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Events
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When Fraud Looks Human: AI, Bots, and the Collapse of Trust in Loyalty & Travel
AI agents, automated tooling, stolen credentials, and coordinated human fraud operations are converging across login flows, account creation, booking journeys, inventory searches, and loyalty transactions. Malicious activity increasingly behaves like legitimate customer behavior.
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