When does AI first “know” your startup exists?
Founders optimize for launch day press and investor intros. Buyers increasingly ask AI for tool recommendations first — and invisibility there is a different problem than a bad Google rank.
Emergence vs. competitive GEO
| Competitive GEO | Awareness ramp | |
|---|---|---|
| Buyer mindset | "Are we winning the list?" | "Are we on the list at all?" |
| Typical stage | Established brand | New or repositioning company |
| Emotional register | Optimization | Anxiety of being overlooked |
What to monitor
Pick a category question prospects ask before they know your name — not your homepage headline. Examples:
- Best [category] tools for [use case]
- What should a [persona] use for [job to be done]
Track your company or product name in the structured report. Run weekly from launch (or from a defined start date) and note which model mentions you first.
Sharing the ramp
Teams use the timeline in investor updates and LinkedIn posts: "We went from unmentioned to cited by two of three models in eleven weeks." That story is hard to tell without saved history.
Start your ramp
Use the startup awareness template, set your category question, and keep the schedule running — the chart is the deliverable.