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