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Maksim Shchegolev

operstack

Tools for content sites that have to rank in search and get quoted by AI assistants.

ACTOR STATS

1 public Actor

2 total users

1 monthly user

>99% runs succeeded

OperStack

I build and run content sites that bring enquiries from search and, increasingly, from AI assistants like ChatGPT and Perplexity. Thirteen brands in more than ten markets, all published from one pipeline.

Across those sites organic clicks grew 279% month over month, and a brand-new site reached its first organic traction within six weeks of going live. The numbers are published at oper-stack.com/cases .

What I publish here

  • AI Visibility Check: score any list of sites out of 100 on whether AI assistants can reach, understand, quote and date them. Public signals only: robots.txt per AI crawler, llms.txt, schema, sampled pages, sitemap. Use it on your own site monthly, or on your competitors in one run.

Free and open source, outside Apify

  • OperStack Gates : fifteen automated quality checks for content sites, from cut titles to copied paragraphs with swapped numbers to figures without a source. One command, MIT.
  • Astro starter : a content site that passes all fifteen gates out of the box. Live demo .
  • Claude Code plugin : the same checks inside Claude Code.

Paid

A written SEO, AEO and GEO audit of one site, and the Site Kit: the whole pipeline packaged for one person. Both at oper-stack.com/products .

Questions and bug reports: info@oper-stack.com

Public Actors