Playbooks
Playbooks articles from the Qwairy blog.
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How to optimize for AI Agents? (That Browse, Compare, and Buy) - With Qwairy’s MCP
Prepare your site for AI agents that browse, compare, and buy. Audit agent accessibility, analyze data extractability, and build a structured data roadmap for the next 12 months.
YouTube GEO Strategy: How to Get Cited by AI Answers
Use YouTube to become the most-cited brand in AI answers. Audit YouTube citation presence, analyze competitor video strategies, and build a transcript-optimized video plan for maximum AI visibility.
E-Commerce: How to audit if your Products Appear in AI Shopping Recommendations?
Audit your product visibility in AI shopping recommendations. Discover which products appear, which review sites drive recommendations, how competitors compare, and build an optimization plan for e-commerce AI visibility.
Build a Reddit GEO Strategy Using AI Citation Data
Use Qwairy's Social Insights + Claude MCP to discover which Reddit threads AI engines cite, map the subreddit landscape, identify competitor gaps, and build a 4-week engagement calendar grounded in citation data.