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🔥 Score 42.3
general • Confidence 38%

AgentSignal: LLM Context Auditor

Webmasters are losing the AI-discovery race as 97% of llms.txt files go completely unread by major language model crawlers. AgentSignal provides real-time telemetry on crawler engagement to ensure your site's context metadata is effectively being parsed and ingested.

Quantitative Score Breakdown

complaint frequency
1.5
growth rate
9
competition density
10.5
monetization potential
9
technical feasibility
7.5
search interest
4.8

Evidence Signal (1)

Raw Posts
reddit • r/seo

We Analyzed 137K Sites: 97% of llms.txt Files Never Get Read

We Analyzed 137K Sites: 97% of llms.txt Files Never Get Read. We Analyzed 137K Sites: 97% of llms.txt Files Never Get Read