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XML Sitemap Priority and Changefreq for AI Search Crawlers
Specification for XML sitemap fields (priority, changefreq, lastmod) in the AI search era — what is honored, what is ignored, and how to use IndexNow.
AI Crawler Log Pipeline Framework: From Raw Server Logs to Citation Attribution Dashboards
Framework for piping AI crawler logs (GPTBot, ClaudeBot, PerplexityBot) into citation attribution dashboards: schema, enrichment, reporting metrics.
AI Search Console Setup Checklist: Configuring GSC, Bing Webmaster, and ChatGPT Reports for GEO Tracking
AI search console setup checklist: connect Google Search Console, Bing Webmaster Tools, and ChatGPT shared-link reports to track GEO citations end to end.
Perplexity for GEO: Optimization Checklist and Measurement Guide
Practical intermediate guide to optimizing for Perplexity: crawl access, answer-first content, schema, internal links, and a measurement loop.
Semrush for GEO: Tracking AI Visibility (Setup + Interpretation)
Step-by-step setup for tracking AI visibility in Semrush: configure prompts, map queries, read citations and mentions trends, and avoid common data pitfalls.