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A data-driven guide to content marketing strategy in 2026, informed by AI citation data from 8 real user queries.

We tested 3 real PAA questions in ChatGPT Search and found 30 links but only 6 citations — revealing why question type, not brand size, determines who gets cited as an authority.

5 real queries, 56 links, 46 citations — what AI citation behavior reveals about keyword research in 2026
Agent-native GEO toolkit

A comprehensive checklist of technical GEO elements every B2B site should address

A step-by-step framework for organizing content that generative AI engines can extract

When and how to block AI crawlers from accessing your content using robots.txt
External briefings and market digests

Data from 100+ sites reveals the truth about AI search traffic — and why both sides of the GEO debate are right about where the funnel is heading next.

In eight months, OpenAI built ChatGPT ads into an 89-country advertising network with a $1B annualized run rate. But with CTR below 1%, 96% of AI responses ignoring sponsored brands, and advertisers burning just 3% of $250K budgets, the path to $100B by 2030 faces serious headwinds.

Alphabet's Q3 2026 earnings call revealed what many suspected: AI Mode earns less per query than traditional search. With $63.3B in search revenue flat quarter-over-quarter despite record query volume, the monetization gap is now a boardroom-level problem.
Field-tested playbooks from the Alibaba.com GEO team — verified in practice, and ready for you to reuse.