LLMScout
Check if LLMs can cite your site.
LLMScout launched on August 15, 2026 with 2 votes, #5,788 of 23,274 launches that month.
What it does
As AI-Overview CTRs plummet from 7.3% to 1.6% (Ahrefs, Dec 2025), LLMScout helps ensure your site remains visible. This cross-platform, MIT-licensed CLI runs 21 checks to verify if 7 major AI bots can find, parse, and cite your content. It is ultra-lightweight, has no runtime dependencies in Python and just two in TypeScript (cheerio, commander). Use "Fleet mode" to audit entire client rosters in one command. It is 100% free with no accounts or paid tiers.
Technical-SEO and GEO checker CLI in TypeScript or Python: 21 checks, no headless browser, no external toolchain. - RudrenduPaul/LLMScout
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