Aizhan Azhybaeva

Aizhan Azhybaeva is a GEO engineer at generative.qa - the NomadX consultancy making startups and enterprises cite-worthy to AI search engines.

Focus

Aizhan publishes original research and practitioner guidance on:

• Generative Engine Optimization (GEO) tactics - what correlates with being cited by ChatGPT, Perplexity, Gemini, Claude, Copilot, and Grok
• AI citation research - measured comparative behaviour across AI engines
• llms.txt implementation - structure, content, and measured lift
• Schema markup for AI - FAQPage, HowTo, Dataset, Person, Organization schemas that correlate with AI citation rate
• Content structure for AI extraction - entity definitions, comparison tables, and the 5 tactics the State of GEO benchmark identified

Research published under this byline is collaborative work produced by the generative.qa team and reviewed for methodological rigour before publication.

Topics Covered

• Generative Engine Optimization
• AI Search Optimization
• llms.txt
• AI Citation Research
• ChatGPT Brand Visibility
• Perplexity SEO
• Gemini AI Search
• Claude Citation Behaviour
• AI Answer Engine Ranking
• Schema Markup for AI
• FAQPage JSON-LD
• Dataset Schema
• AI Content Strategy
• E-E-A-T for AI Engines

Profiles & Links

• https://www.linkedin.com/company/nomadx-ae
• https://github.com/nomadx-ae