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Agent readiness.

Research on whether products are understandable and usable by agents.

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Last updated
Oct 7, 2026

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More on agent readiness

  1. Original research · Sep 20, 2026

    How to measure agent distribution: a 1,752-row WebMCP census

    A passive census of 1,752 YC and Speedrun entries found four native registrations in default Chrome and 23 with experimental features. What those counts establish, and what still needs measurement.
  2. Original analysis · Sep 19, 2026

    Same-origin scanning missed docs links on 202 YC homepages

    On the same 1,515 fresh homepage responses, including other-origin links raises docs/developer matches from 188 to 390 companies, while pricing rises from 374 to 381.
  3. Original analysis · Sep 19, 2026

    All 70 YC homepages linking llms.txt had meta descriptions

    All 70 homepages advertising llms.txt also expose meta descriptions; 67 have canonical links. A fresh, uncapped comparison with ordinary metadata and on-origin versus offsite discovery.