AEO research
What AEO can and cannot do for a bootstrapped SaaS
Answer-first pages, entity clarity and prompt tests as research, not as a ranking product.
By Alex Iliescu, OwnedSignal
Published 2026-09-14
A working definition
AEO, as used here, is the work of making your company, founder, product and buyer problem extractable. A person or a system should be able to state who you help, what you do, and what you do not claim, from public pages.
That is different from ‘getting recommended by ChatGPT’. Answer systems change. Sources change. A mention is useful evidence. It is not a contract.
What the work actually looks like
Name the entity: OwnedSignal is a practice founded by Alex Iliescu, not a marketplace and not a four-person agency team. Connect the person to the company in schema and in prose.
Write answer-first sections: the first paragraph should answer the query, then the evidence, then the limits.
Keep FAQ and service markup aligned with the visible text. Do not mark up claims the page does not make.
Run a prompt battery: a short list of buyer questions you ask in public tools on a recorded date. Log whether you appear, how you are described, and what source is cited. Treat the log as research.
When this is the wrong next step
If you cannot describe who buys, or you have no way to start a conversation, AEO will not invent demand. Start with the 21-day sprint. If buyers already search or ask for the problem you solve, and your pages do not state a clear answer, AEO and SEO share a queue of pages to fix.
Questions
Will this get us into ChatGPT?
We do not promise that. We make your public answers easier to extract and we record what current tools say. Inclusion is outside our control.
Related
Owned distribution
Get found, remembered and recommended
The three jobs inside OwnedSignal’s distribution work, and why AEO, SEO, articles and backlinks are tools rather than the offer.
Articles
Answer assets that can be indexed, cited and reused
The article is a working object, not a calendar slot.
AEO research
AEO vs SEO for a bootstrapped founder
Same underlying pages. Different retrieval environments. One commercial starting point.
If this is the constraint, start with the sprint.
AEO, SEO, articles and authority are later routes. The 21-day sprint decides whether they have a job.
Fit call is free. The sprint is €750 for 21 days.