Editorial hub

Sources and distribution articles for AI visibility teams.

Trace the sources answer engines already use, then plan owned, authorized, or earned distribution with explicit rights.

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Jul 29, 202610 min read

Citation measurementCitations

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.

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

Jul 29, 202620 min read

Content engineeringCitation measurement

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.

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