GEO Checklist for Product Launches

12 items to do before, during, and after a product launch to maximize AI citation pickup.

The full checklist

  1. Pre-launch: publish a definitive product page with FAQPage schema
    AI engines need a citable canonical source for the product.
  2. Pre-launch: ensure brand has Wikipedia/Wikidata/Crunchbase presence
    Entity strength is hard to build in 6 weeks; start earlier if possible.
  3. Pre-launch: line up 5 podcast appearances + 3 newsletter mentions for launch week
    Third-party signals at launch generate citation pickup.
  4. Pre-launch: prepare an llms-full.txt that includes the product description
    Anthropic and others retrieve this directly.
  5. Launch day: Product Hunt, Hacker News, Reddit, Indie Hackers, BetaList
    Standard launch surface — these become AI-cited sources.
  6. Launch day: founder's X/LinkedIn launch post with detailed thread
    Long-form social posts get retrieved by AI engines.
  7. Launch day: announce in 5+ relevant Slack/Discord communities
    Community mentions become long-tail signals.
  8. Launch week: get into 'best X' listicle updates
    Reach out to listicle owners with launch news; many update annually.
  9. Launch week: write the founder POV piece on your own blog
    Authoritative founder voice on the launch becomes a citable source.
  10. Post-launch: monitor citation share weekly for the first 60 days
    Citation pickup typically takes 4-8 weeks; track the curve.
  11. Post-launch: update your product page and methodology page monthly with new data
    Freshness signals reinforce citation.
  12. Post-launch: write a 'lessons from our launch' piece at day 60
    Reinforces brand entity authority around the launch event.

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