Editorial hub

Technical AI discovery articles for AI visibility teams.

Diagnose whether crawlers, rendering, indexing, or structured delivery prevent a useful page from being discovered.

Page 2 of 2

Jul 29, 202614 min read

Experiments and evidenceSite clarity

What Signals Determine AI Citation Likelihood for B2B Content

AI engines don't cite the most popular page - they cite the most structurally legible one. Here's what that means for B2B content.

Jul 29, 202614 min read

CrawlabilityMonitoring

Audit server logs for documented AI user agents, distinguish crawler identities from product tokens, and preserve recheckable request evidence.

Jul 29, 202614 min read

Content engineeringSite clarity

Audit citation readiness using visible claims, valid markup, source receipts, crawl controls, fixed prompts, and provider-specific evidence.

Jul 29, 202614 min read

Site clarityCitations

Write for Google AI Overviews using ordinary Search eligibility, visible evidence, clear sections, fixed tests, and exact source inspection.

Jul 29, 202613 min read

Sources and distributionSite clarity

AI citation isn't random - it mirrors SEO signals you already control. Here's how to make both ChatGPT and Perplexity pick your page.

Jul 29, 20268 min read

Site clarityCrawlability

Most teams treat llms.txt as a minor config file, but it's actually a curated communication channel that can significantly boost AI citations.

EdenRank helps teams turn buyer questions, citation gaps, source trust, and clear priorities into a practical execution path.