Use case
AI-First Product Launch
Launch loud — in AI answers, not just on Product Hunt
Most product launches optimize for trade press, social, and traditional channels — and forget AI entirely. By the time the launch buzz fades, AI assistants still have no idea your product exists. A few months later you have to relaunch through GEO. The smart move is to build AI visibility into the launch itself.
The problem
AI assistants don't watch your launch tweet. They learn about your product from structured, citation-ready content published across the web — and that takes weeks of preparation. Without pre-launch GEO seeding, your product is functionally invisible to AI buyers for months after launch.
Our approach
Pre-launch citation seeding (T-60 to T-30 days)
Publish category guides, problem-statement content, and comparison frameworks that establish the category your product will fit into.
Launch-week citation surface (T-7 to T+0)
Product page, alternatives page, comparison content, FAQ schema, structured product data — all live before launch day.
Third-party seeding (T+0 to T+14)
Coordinate launch reviews, listicle inclusions, and analyst coverage so AI sees your product cited across multiple authoritative sources.
Citation tracking from day 1
Daily AI citation tracking from launch day so you can see exactly when each platform starts mentioning your product — and what it says.
What outcomes look like
Median time to first AI citation post-launch
Of relevant launch-period queries surface the product within 60 days
Pipeline lift vs. comparable non-AI-prepared launches
"Where do I find your product" questions in AI
Who it's for
FAQs
When should we engage you before a launch?+
Ideally 8-12 weeks before launch day. We can compress to 4-6 weeks if the product fits a well-defined existing category. Less than 4 weeks risks missing the launch window for AI seeding.
Can we do this for a stealth product?+
Yes — we run pre-launch GEO under NDA, with content staged for publication on launch day. The seeding period happens internally so the launch lands fully prepared.
Run this play for your brand
Book a free strategy call. We'll scope this exact use case against your business and show you what month-1 looks like.
Book a free strategy callOther use cases
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