Most audit findings that turn into 'you should write about this' die somewhere between the report and an actual published post. Here's what it looks like to actually close that gap.
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Original benchmark data: companies with llms.txt had Organization schema at 78.1% versus 52.2% for those without — AI-readiness signals cluster together.
Direct downloads, a field dictionary and a citation format for the raw dataset behind Growthract's 2026 AI Search Readiness Benchmark — 100 B2B SaaS companies, deterministically checked.
A missing schema type on a self-serve free tool and the same gap on an enterprise sales page aren't the same problem. Here's why business context changes how evidence should be read.
Most AI-visibility guides are written for enterprise brands and retail budgets. This is the practical version for B2B SaaS teams — where third-party citations, not blog content, usually decide whether you get mentioned.
How to identify ChatGPT referral traffic in Google Analytics 4, find the landing pages AI visitors reach, measure engagement and conversions, and see what GA4 cannot attribute.
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