Inside the Agent Readiness Score: 5 sub-metrics that matter
The Agent Readiness Score is a number from 0 to 100 that summarizes how well a site can be read, verified, and transacted with by an autonomous AI.…
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What we learn building infrastructure for the next generation of the web. Research, technical deep-dives, opinion.
The Agent Readiness Score is a number from 0 to 100 that summarizes how well a site can be read, verified, and transacted with by an autonomous AI.…
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Read →Learn Generative Engine Optimization (GEO) - how to get cited by ChatGPT, Perplexity & Google AI Overviews. Research-backed tactics: up to 89.1% visibility gain.
Read →Learn how to implement MCP endpoints so AI agents can query your product catalog, check pricing, and initiate purchases - no scraping required.
Read →Agentic commerce is where AI agents autonomously buy on behalf of humans. McKinsey projects $3-5T by 2030. Learn what it means and how to prepare.
Read →Enhanced Conversions for Leads + GCLID capture closes the attribution loop: feed verified conversion data back to Google Ads so Smart Bidding optimizes for real customers, not bots.
Read →GPTBot, PerplexityBot, Claude-SearchBot - AI crawlers visit your site daily. Learn to identify each major AI bot by user agent, IP range, and behavior.
Read →Know Your Agent (KYA) is the verification framework for AI visitor traffic. Learn how to identify AI agents, classify their intent, and protect your pipeline.
Read →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.
Read →Stop spam leads from corrupting your Google Ads Smart Bidding. Step-by-step diagnosis, form protection, and signal hygiene to optimize for real buyers.
Read →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…
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