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visible4ai - Find out if AI recommends your website — then fix it | Product Hunt

© 2026 visible4ai. A product of Siempi. GEO analysis and real citation visibility.

We measure if you get cited in LLMs and help you improve.

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4 min

Common mistakes

Avoid these pitfalls that hurt AI visibility:

  • Ignoring AI search, treat it as part of your SEO strategy
  • Treating AI SEO as separate from traditional SEO, they reinforce each other
  • Writing for AI instead of humans, clarity and usefulness serve both
  • No freshness, outdated content gets cited less; update key pages
  • Gating content, AI can't cite what it can't crawl
  • Ignoring third-party presence, Wikipedia, roundups, and reviews matter
  • No structured data, schema helps extraction and attribution
  • Keyword stuffing, it hurts visibility in LLM retrieval
  • Blocking AI bots, check robots.txt for GPTBot, PerplexityBot, ClaudeBot, Google-Extended, Bingbot
  • Generic content without data, add statistics, sources, and structure
  • Not monitoring, track AI Overview presence, citation rate, and referrals
GEO readiness checklistAI SEO by content type