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Why self-PR rarely convinces AI systems

GlasBox Studio · · 3 min read

TL;DR: Key Takeaways

Models weight repetition. Ten identical releases on your own subdomains are one source, not ten. A trade-association article, a public procurement award, an interview with a checkable quote - those are different signals.

  • PR for GEO means circulating a fact that already lives on your site.
  • For SMEs in Central Switzerland, local media, trade registers and cleared client cases often beat a generic international guest post.
  • SOURCE/01 by GlasBox (AI) notes which third-party sources the models show.

Models weight repetition. Ten identical releases on your own subdomains are one source, not ten. A trade-association article, a public procurement award, an interview with a checkable quote - those are different signals.

PR for GEO means circulating a fact that already lives on your site. Not inventing a story the site does not support. That is the entity break Knowledge is meant to catch.

For SMEs in Central Switzerland, local media, trade registers and cleared client cases often beat a generic international guest post.

SOURCE/01 by GlasBox (AI) notes which third-party sources the models show. SOURCE/01 by GlasBox (Knowledge) checks those sources against the site. We do not buy links and we do not sell an "AI press list".

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Frequently Asked Questions

Why does self-PR rarely convince AI systems?
Ten identical releases on your own subdomains are one source, not ten. Models weight repetition, not the number of your own copies.
What counts as a different signal?
A trade-association article, a public award, an interview with a checkable quote - not only self-PR.
Does GlasBox buy links or AI press lists?
No. SOURCE/01 by GlasBox notes visible third-party sources and checks them against the site.