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Dev.to
Dev.to
7/9/2026
How agent-ready are Finnish B2B sites? I scanned sixteen

How agent-ready are Finnish B2B sites? I scanned sixteen

Short summary

The author scanned 16 Finnish B2B websites using two agent-readiness tools and found every site scored under 50 out of 100, with most landing at Level 1 of 5 on the isitagentready scale. The three main gaps were excessive HTML token overhead versus markdown, missing structured data like JSON-LD, and a complete absence of action layers such as MCP servers or API discovery metadata. Fixes are mechanical: serve markdown alongside HTML, add structured data, publish an llms.txt, and expose discovery manifests.

  • All 16 Finnish B2B sites scored under 50/100 on agent-readiness; most sat at Level 1 of 5
  • Key gaps: HTML token overhead (91% in one case), missing JSON-LD, no MCP or API discovery layer
  • Fixes are known and mechanical: markdown serving, structured data, llms.txt, discovery manifests

Generated with AI, which can make mistakes.

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