monckai Field Notes — AI visibility for vertical-AI SaaS founders

Field notes on AI authority, P-GEO and LinkedIn inbound for B2B SaaS founders.

• Your AI-Visibility Score Can Hit The Top And You'll Still Be Invisible

  On-site AEO audits can't see the sources ChatGPT, Perplexity, Gemini and Claude actually cite. Here's the gap — and the four inputs that decide whether AI recommends your product.

  July 4, 2026 · GEO · 12 min read

• I asked ChatGPT, Claude and Perplexity for the best B2B analytics software. Here's which tools AI recommends — and the 3 reasons the rest are invisible.

  I ran 16 B2B analytics SaaS products through ChatGPT, Claude and Perplexity. A handful kept surfacing. Most were never named. Here is the gap — and the 3 reasons.

  June 8, 2026 · P-GEO · 7 min read

• Why ChatGPT Recommends Your Competitors But Not You (And How to Fix It in 90 Days)

  AI recommends your competitor instead of your product for a structural reason — not a quality one. Here is the framework to fix it.

  May 31, 2026 · P-GEO · 9 min read