AI-tool promotion funnel.
"I built an AI agent that makes $10k/mo in 5 minutes. Here's how."
What it looks like
AI-tool promotion funnels ride the cycle of "AI is magic, you don't want to be left behind" anxiety. The post is a screenshot of a Stripe dashboard, a vague "agent" architecture diagram, and the claim that the OP built it in one weekend using Claude / ChatGPT / Cursor. The actual product is often a Notion template, a course on building it, or a Discord with a monthly fee.
The pattern is identifiable because the technical specifics never survive a second question. Every "agent" works on the same magic Zapier loop. The Stripe screenshot has no merchant name visible. The follow-up replies that claim to be running the same thing are 14-day-old accounts with single-purpose histories.
How the scanner catches it
- The scanner reads the post for the specific shape: an exaggerated outcome claim, a vague tech stack ("I used AI agents and Make.com"), an OP that just registered, and a chorus of testimonial replies.
- Account-age heuristic: in genuine AI-builder threads, the supporting commenters are senior engineers with multi-year accounts. In promotional-funnel threads, they are often sub-30-day accounts that have only talked about "passive income."
- The verdict model names the playbook as "AI-tool promotion funnel" when the rhetoric is recognizable.
Surface markers
Exact phrases and patterns the scanner reads as evidence. These aren’t sufficient on their own — a real-person comment can sound this way too — but they push the verdict toward the pattern when they cluster with the structural flags above.
Where it shows up
Paste the Reddit post URL into the scanner. If this is the playbook, the report will name it explicitly and surface the evidence above.
Open the scanner