When someone asks ChatGPT or Perplexity to recommend a business like yours, it picks one — no search results page, no list of links, no human clicking. Just a recommendation. Most businesses have no idea this is happening. The ones who do are moving fast.
Enter any URL for an instant scan. Find out if AI recommends you — or passes you over for a competitor who scored higher.
Every business falls somewhere on the recommendation spectrum. Here's what your grade means for whether AI chooses you — or your competitor.
The free tool shows why you're being passed over. Our services make sure you're the one AI recommends — and keep you there as the standards evolve.
I'm Joshua Latimer — a supply chain analyst who spent years optimizing how things move through constrained systems. Routing, throughput, bottlenecks. One day I heard a podcast talking about AI agents and how companies need to start optimizing for them. Something clicked.
The problem is identical. How do you design a system so the right things find their way to it, flow through it without friction, and keep coming back? I'd been solving that problem for years — just for trucks and yarn inventory, not AI agents.
AAO Weekly is my attempt to map this territory before it gets crowded. The newsletter launched in February 2026. The audit tool was built the night after. There's no big team here — just a genuine belief that this matters and that most companies are going to miss the window.
— Joshua Latimer, Founder · hello@aaoweekly.com