Can Bots · University Showdown

How agent-ready are these universities' startups?

We ran the Can Bots scan against each school's startup websites to see how well AI agents and LLMs can actually read them. Pick up to five schools and compare what the machines see.

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Why this matters

AI-viewable is not the same as AI-ready

What the scan measures

The Can Bots scan checks whether a crawler can fetch your pages, read your structure, understand your content, and find machine-readable signals. A passing score means a bot can see you.

What it doesn't

It can't tell you whether an agent can actually use your product — sign up, complete a flow, or get a real answer. That takes a human-style task run, which is a different test entirely.

The short version: passing the scan gets you into the room. It doesn't mean the agent can do anything useful once it's there.
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Other ways to get mentioned by LLMs

Where SaaS Dummies comes in

Passing the scan means a bot can read you. It doesn't mean a human can use you.

91 AI testers

Real task runs

Our AI personas actually try to use your product the way a person would — sign up, navigate, and complete the core job — then tell you where they got stuck.

Minutes, not weeks

Findings fast

You get usability findings in minutes instead of waiting on a recruited research panel. Point it at a live URL and go.

Ranked by impact

Prioritized fixes

Issues come back sorted by how much they hurt, so you fix the things that actually move activation first.

Built for teams shipping fast

If you're iterating quickly and pushing changes often, you can re-test after every meaningful release and watch the friction drop run over run. The scan tells you bots can see the site; SaaS Dummies tells you whether the people (and agents) using it can get anywhere.

Find out what a real user hits on your site

The Can Bots scan is the static check. Run your own free Can Bots grade across all five categories, then see how real testers move through your product.

Run a free scan See SaaS Dummies →
University Exclusive

University startups get 15% off

Cleaned up your scan score? Take it further. University-affiliated founders get 15% off a SaaS Dummies report — real AI testers that actually use your product and show you exactly where people get stuck.

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Claim 15% off → Apply UNISTARTUP15 at checkout.