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I scanned 30 well-known sites for AI search readiness. The five most common gaps.

I built SeenLens, a one-time AI readiness audit for websites. To see what the tool would flag across different kinds of sites, I scanned one URL on each of 30 sites. Most were home pages. The sample included retail, documentation, news and public-sector sites. The sites are anonymous in this articl…

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  1. 2026-11-09 08:48 · DEV Community — AI
    I scanned 30 well-known sites for AI search readiness. The five most common gaps.

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