














First-party research and playbooks

How AI engines answer B2B payment terms queries. Source patterns and content opportunities for suppliers.

How AI engines answer apparel manufacturer queries. Source distribution and visibility factors.

B2B vs B2C GEO differences in AI search behavior, reference rates, and content strategy priorities.
Agent-native GEO toolkit

How Quora content appears in AI answers and strategies for B2B visibility on the platform.

Submit sitemaps to ensure AI crawlers discover all your content. Creation, submission, and optimization guide.

Proper heading hierarchy helps LLMs parse content sections. Best practices for B2B product pages.
External briefings and market digests

The search giant is quietly testing a program that pays publishers when their content shapes AI responses — not just when it's linked. Here's what the early signals mean for GEO practitioners.

A University of Washington study found AI Overviews reduced English Wikipedia search traffic by 5%, costing an estimated 1.2 billion yearly visits — and the decline is accelerating.

Common Crawl's analysis of 584K llms.txt files reveals widespread misuse: 68% are plugin-generated, 23% have zero links, and major AI services ignore the format entirely.
Field-tested playbooks from the Alibaba.com GEO team — verified in practice, and ready for you to reuse.