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Agent Engine Optimisation
Soon, your customers won't choose you. Their agents will.
Agent Engine Optimisation (AEO) helps businesses become discoverable, understandable, and actionable for AI agents. As search shifts from humans to machines, most businesses aren’t invisible to people, they’re invisible to agents. This launch introduces an AEO Readiness Check that shows how AI systems evaluate your business across discoverability, accessibility, trust, and actionability, and where you’re being skipped.
Hey everyone 👋
I built this after realising something most businesses haven’t caught onto yet:
We’ve been optimising for humans… but AI agents are now the ones making decisions.
They don’t browse.
They don’t “feel” design.
They evaluate structure, clarity, and whether they can act.
Which means a business can rank well on Google and still be completely invisible to agents.
So I built a simple AEO Readiness Check to answer one question:
👉 Would an AI agent actually choose your business?
It evaluates your site across four pillars... DATA:
* Discoverability
* Accessibility
* Trust
* Actionability
The goal isn’t just a score, it’s to show where you’re being skipped and why.
Would love your thoughts, feedback, or even pushback on this direction.
Curious how everyone here is thinking about AI agents changing search 👇
About Agent Engine Optimisation on Product Hunt
“Soon, your customers won't choose you. Their agents will.”
Agent Engine Optimisation was submitted on Product Hunt and earned 1 upvotes and 1 comments, placing #125 on the daily leaderboard. Agent Engine Optimisation (AEO) helps businesses become discoverable, understandable, and actionable for AI agents. As search shifts from humans to machines, most businesses aren’t invisible to people, they’re invisible to agents. This launch introduces an AEO Readiness Check that shows how AI systems evaluate your business across discoverability, accessibility, trust, and actionability, and where you’re being skipped.
On the analytics side, Agent Engine Optimisation competes within Marketing, Developer Tools and Artificial Intelligence — topics that collectively have 1.4M followers on Product Hunt. The dashboard above tracks how Agent Engine Optimisation performed against the three products that launched closest to it on the same day.
Who hunted Agent Engine Optimisation?
Agent Engine Optimisation was hunted by Neo Nortey. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Agent Engine Optimisation including community comment highlights and product details, visit the product overview.
Neo Nortey