Turn proprietary research into a repeatable newsroom distribution engine
Publish a defensible dataset, release the finding in a newsworthy frame, and equip others to cite it.
Why this can grow a startup
Original evidence gives publishers and answer engines a reason to reference the source rather than repeat generic commentary.
Company example
HubSpot
Source and metric
Source: HubSpot company news: AEO data on buyers using AI search
AEO users generated 170% more MQLs and 82% more deals than comparable non-users
Added July 2026 · New distribution strategies collection
Source discovered: July 20, 2026
When to use it
Use this when research, newsroom, earned media is relevant to Growth, Expansion and you can run a bounded test with a medium budget.
When not to use it
Do not use it as a substitute for customer evidence, a clear owner, or a measurable stop condition. Local platform rules and market behavior still need checking.
Founder checklist
- Read HubSpot company news: AEO data on buyers using AI search and identify what is directly supported.
- Choose one channel context: research, newsroom, earned media.
- Define the test around AEO users generated 170% more MQLs and 82% more deals than comparable non-users.
- Set an owner, evidence window, and stop condition before launch.
Explore the context
Apply this with an operator
Choose the first market, local proof, partners, and distribution sequence with operator context.