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- AI Visibility Diagnostic
more clicks from search · Benarrivati
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Quick summary
Avenue Cookery School moved from invisible to GBP 2,262 in ChatGPT-attributed revenue in 30 days after we fixed four extractability failures.
- ChatGPT picks sources by trust, relevance, and extractability — not by Google rank.
- Only 10% of Google’s top results overlap with ChatGPT citations (Rank Math, 2026).
- Four failures explain most invisibility: entity drift, retrieval-shape mismatch, crawler routing collapse, attribution gaps.
- Most fixes ship in 30 to 60 days when the foundation work is done first.
Saqib Junaid
Co-Founder & CTO, AI SEO
Saqib Junaid is co-founder and CTO of Intelitune, the AI SEO agency. He leads technical strategy across AEO, GEO, and LLM SEO — schema architecture, crawler routing, retrieval engineering. Saqib has audited AI visibility across luxury travel, culinary education, B2B research, and professional services. He works with founders at $2M to $50M premium service brands and scaling B2B SaaS who need senior interpretation, not a 150-issue tool dump.
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