Riley Knapp's tools

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  Surmado Scout

  AI visibility, site audits, Local GEO, and site migration for small business

  Marketing analysis

  Open
  
  13,655 www.surmado.com
  

  Riley Knapp

  May 1, 2026

  @Surmado Scout

  Very interesting product.

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  Released 6mo ago

  Free + from $25

  14,639

  15

  5.0
• 

  Surmado Code Review

  Automated Code Reviews for Github Teams and Vibe Coders

  Code reviews

  Open
  
  26,282 www.surmado.com
  

  Jordan Sorokin

  🙏 3 karma

  Apr 21, 2026

  @Surmado Code Review

  I was impressed this tool was able to find not just bugs/formatting issues with the code itself, but also real risks in my ML pipeline such as train-test bleed through.

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  🇺🇸 United States

  Released 1mo ago

  Free + from $15/mo

  27,326

  17

  5.0