Editorial hub

Citation measurement articles for AI visibility teams.

Measure mentions, exact citations, prompt coverage, and conversion paths without mixing units or denominators.

Page 4 of 4

How to Use Review Data to Improve AI Search Citations: An overhead view of a modular evidence sorting station distinguishing routed source documents from unused pages on a light.

Jul 29, 202613 min read

Entity trustCitations

How to Use Review Data to Improve AI Search Citations

Use review data with valid Review markup, FTC-compliant collection, dated platform evidence, frozen prompts, and separate outcome measures.

Read article

Jul 29, 202610 min read

CitationsEntity trust

The 30-Day ChatGPT Brand Visibility Fix: From Invisible to Cited

Most brands are invisible in ChatGPT not because of poor content, but because they fail the three filters ChatGPT uses to cite sources. Here's how to pass all three in 30 days.

Read article

An evidence map chart tracing a verified path from a web page source to an AI citation claim.

Jul 29, 202620 min read

Sources and distributionContent engineering

How to Get Cited in AI Search Results: The Operator's Repair Plan

A fail-closed repair plan for finding the real citation bottleneck, changing one thing, and measuring the exact result.

Read article

Need this cluster mapped to your brand?

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