The 60-Second AI Visibility Test for Founders ⏱️

Over the last two days, we talked about how AI is ignoring beautifully designed SaaS products because they lack machine-readable structure (GEO).

But don't take my word for it. Let’s do a live test right now.

Open ChatGPT, Claude, or Perplexity and type this exact prompt: 👉 "Act as an expert in [Your Niche]. List the top 5 software tools for this specific problem, and tell me everything you know about [Your SaaS Name]."

What happened? 🔴 Scenario A: It hallucinates, gives incorrect features, or flat-out says, "I don't have information on that tool." (You are a ghost). 🟡 Scenario B: It knows your name but thinks you are still in beta from a year ago. (Your data is stale). 🟢 Scenario C: It perfectly describes your value proposition, pricing, and features. (You are mapped!).

If you hit Scenario A or B, your traditional marketing isn't working on the new AI web crawlers. Your unstructured data is costing you discovery traffic every single day.

Drop your SaaS link in the comments below. I’ll run a quick manual AI scan for you and tell you if you are visible or invisible to the main LLMs. Let’s map this universe together. 🚀