This page is a permanent snapshot of Founder Lab before the first experiment. Nothing here will ever change. Every future improvement is measured against this moment.
Seven numbers, one store, before the first experiment. Hover a tab to read it.
We don't observe.
We experiment.
Most AI commerce research observes stores it does not control.
Founder Lab is different.
We own the products.
We own the website.
We own the checkout.
We own every variable.
That means we can change one thing at a time and measure what actually happens.
Not what we think happens.
The store setup itself was plain. No custom apps, no growth stack, no extra polish. Just the basics below, exactly as they came.
Every deterministic factor remained identical. Only Intent varied.
Hover a page to turn it over.
We checked our own AI bot visit log, the same instrumentation this series has used to study crawler behavior elsewhere. Across every domain it monitors, founder.atomfoundry.dev does not appear once. Not GPTBot, not ClaudeBot, not PerplexityBot, not any of the agents we track. Not one recorded visit, ever.
We are not reading too much into this. The dedicated storefront tracker that should log every hit on this specific store currently shows zero rows across every store it watches, not just ours, which tells us as much about the state of our own instrumentation as it does about AI traffic. We are treating that as a separate, honest bug to fix, not folding it into this result. Even accounting for that, a brand new store with no training data footprint, no recommendation history, and almost no outside web presence is exactly the profile our own research predicts would see nothing yet.
Technical accessibility does not guarantee AI discovery.
Recommendation history does not exist yet.
Intent is currently the only noisy factor.
Hover the card to see what is expected.
Find out exactly what AI agents see when they evaluate your store, the same measurement we ran on Founder Lab itself.
Illustrative example · single-site signal for atomfoundry.dev.
View full signals →