Technical SEO
Noindex, Nosnippet, Max-Snippet, and X-Robots-Tag for AI Search
Use noindex, nosnippet, data-nosnippet, max-snippet and X-Robots-Tag to control Google Search and AI previews without blocking crawl access.
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Agent SEO
x402 vs UCP vs ACP vs MPP: Agent Commerce Protocols Explained
Compare x402, UCP, ACP and MPP by transaction layer, use case, discovery method and payment model. Decide whether your site needs agent commerce at all.
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AI SEO
Search Console Query Clustering for Fan-Out: A Practical Workflow
Cluster Search Console queries into intent families without claiming to reconstruct Google's hidden fan-out. Find content gaps, overlap, and refresh priorities.
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AI SEO
AI Referral Traffic Quality: What To Measure In GA4
Measure AI referral quality in GA4 with matched cohorts, engagement, key events, revenue, landing-page fit, and clear attribution and confidence limits.
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AI SEO
AI Bot Data Monitoring and Citation Analysis: Measuring GEO Success in 2026
Build an auditable AI visibility measurement system using Search Console, verified server logs, referral analytics, and repeatable citation samples.
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AI Crawlers
Should You Block GPTBot? A Decision Framework
Decide whether to allow, narrow, rate-limit, or block GPTBot with a framework that separates training crawlers from search and user-triggered agents.
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