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For AI consultants & operators

Job postings are the warmest outbound list nobody is working

When a company posts a role for $180k/yr, they've already admitted to a problem big enough to justify the spend. Flip the posting, scope the engagement, send the Loom. That's the play.

The outbound loop

  1. Find 5 fresh job postings per day in your niche on LinkedIn or Wellfound.
  2. Flip each one here. Take 90 seconds.
  3. Pull the Best Build, the ROI line, and 3 pain points.
  4. Send the hiring manager a short note: "I noticed you're hiring a [role]. I built a quick prototype of what I think you're really trying to solve. 90-second Loom →"
  5. Book the discovery call. Close a $15k–$50k engagement before the role is even filled.

Why it converts

  • You're not pitching — you're solving a problem they literally wrote down in public.
  • The Loom does the qualification for you. Wrong-fit prospects self-deselect.
  • You skip the 4-week procurement cycle by replacing one $180k hire with a 6-week sprint.
  • Every flip is also a portfolio piece for your next prospect.

Niches this works best in

AI workflow automation, RevOps, FinOps, Customer Success operations, Marketing operations, Internal tools, Data engineering, Compliance automation, Founder-led GTM. Any function where the hiring company would be measurably better off with an AI system than a human-in-the-loop process.

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