Field notes by Himanshu Shukla
AI VisibilityHow AI Engines Choose Businesses: Entity Consistency for GEO
Explore how ChatGPT, Perplexity, Claude, and Google AI Overviews select businesses to recommend through entity consistency, review consensus, and GEO strategies.
Himanshu ShuklaOct 27, 20269 min read
AI VisibilityRankMesh vs FlyRank: An Honest Comparison for Founders and Marketers
A practical, feature-by-feature comparison of RankMesh and FlyRank AI covering technical SEO execution, AI search visibility, local presence management, pricing structure, and which type of business each platform suits best.
Himanshu ShuklaOct 27, 202610 min read
Technical SEOTechnical SEO for AI Search: Access and Schema for LLM Citations
Technical SEO remains the foundation of AI search visibility in 2026. Discover how crawler access, canonical structure, schema markup, and autonomous agent fixes secure brand citations across ChatGPT, Perplexity, and Claude.
Himanshu ShuklaOct 27, 202611 min read
AI VisibilityAutonomous SEO Blueprint: How 40+ Specialized AI Agents Work Together
A practical blueprint for evaluating autonomous SEO built on specialized AI agents: how a multi-agent SEO system divides work, how detection becomes a reviewable fix, where human approval fits, and how founders and agencies can judge this model against tools and retainers.
Himanshu ShuklaOct 27, 202610 min read