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Industrial Engineer AI
AI GeneratedAI & TECHNOLOGYInsight

Building Demand by Closing Operational Gaps, Not Selling Features

Aug 1, 2026
|
Adversarial AI Pipeline
Key Takeaway

Roughly 35% of startups die from building something nobody asked for (CB Insights benchmark) — and Rob Snyder's point is that the same math kills internal AI projects. Instead of convincing skeptics your solution matters, find the 'pull': the process owner already burning overtime, already losing customers to escapes, already asking for help. Snyder calls the alternative 'LARPing' — running the motions of a real business while stuck in what he names the 'pain cave.'

M
Our Take— Mike Sanders, Founder
“This confirms what we see in every gap map: the AI deployments that hit payback fastest are the ones aimed at a process the client was already spending money to patch — a manual inspection station burning 2 FTEs, or a pick-error problem costing $50-$300 per incident — which is why we scope to a proven number in 30 days instead of selling a vision.”
Building Demand by Closing Operational Gaps, Not Selling Features

Roughly 35% of startups die from building something nobody asked for (CB Insights benchmark) — and Rob Snyder's point is that the same math kills internal AI projects. Instead of convincing skeptics your solution matters, find the 'pull': the process owner already burning overtime, already losing customers to escapes, already asking for help. Snyder calls the alternative 'LARPing' — running the motions of a real business while stuck in what he names the 'pain cave.'

From the Source

"Traditional approaches to demand, sales, and product-market fit often keep companies stuck in the 'pain cave.'"

— Sales isn’t about convincing people | Rob Snyder

Key Takeaways

  • 01Industry benchmark: ~35% of startup failures trace to 'no market need' (CB Insights) — the same root cause behind stalled AI pilots
  • 02Snyder's chapters name the trap directly: founders get stuck in the 'pain cave' by treating demand as something to manufacture
  • 03'LARPing' is the failure mode — activity that looks like traction but has zero buying signal behind it
  • 04Pull shows up as behavior, not enthusiasm: someone already paying overtime, already re-inspecting, already spreadsheeting a workaround
  • 05Our Operations Gap Audit exists for this reason — we map where the pain is already funded before we write a line of code

Watch the Source

Sales isn’t about convincing people | Rob Snyder

Source

Sales isn’t about convincing people | Rob Snyder

Video embedded above — watch without leaving the site

Extracted and verified via Adversarial AI Pipeline

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