The Hidden Genius of “Stupid” Questions Thanks to AI

Adam Paulisick - CEO @ SkillBuilder.io

Imagine a would-be member sizing up a trade association’s benefits vs costs. She asks: “do the monthly luncheons ever serve gluten-free lasagna?”

Your membership salesperson rolls their eyes—who joins a $2,000 association for free lunch?—and tosses back, “We usually have options.” Conversation over, prospect gone.

An AI agent, by contrast, digs deeper: “We always provide gluten-free entrées. Are you navigating dietary restrictions when you attend industry events?”

Now the truth surfaces: she has celiac disease. Reliable meals signal professionalism, helping her justify the membership fee. A “stupid” question was actually a trust probe.

Five “stupid” questions that are secretly strategic

Hidden Agenda What the Prospect Asks Typical Human Reaction What the AI Deduces & Delivers
ROI proof “Do you folks give out swag?” Shrug…irrelevant. Prospect wants tangible take-aways to show the boss membership has perks; AI offers case studies and a branded starter kit.
Time commitment “How long is the annual gala dinner?” Answers with the literal hours. Prospect is gauging schedule burden; AI provides a calendar overlay and highlights flex-attendance options.
Networking depth “Is the cocktail hour open-bar?” Nervous laugh. They’re testing how social the community really is; AI showcases mentorship circles and member success stories.
Risk management “What happens if my company merges, do I lose my seat?” “We’d have to check.” Prospect fears sunk cost; AI explains transfer policies and even drafts a merger-friendly clause for the proposal.
Cultural fit “Do I have to wear a suit tobreakfast briefings?” Light joke about dress codes. Prospect worries about belonging; AI shares an event photo gallery and diversity-of-dress stats.

What’s at play here?

  • Trust Signals Matter. Prospects repeat questions not because they’re slow, but because they need consistency to feel safe.
  • Foot-in-the-Door. Small, harmless queries lower the barrier to bigger commitments; each micro “yes” nudges the buyer closer.
  • Curiosity Loop. Every answered question triggers another dopamine hit, keeping the conversation alive until the value is crystal clear.

Crunching the ROI: human vs. “stupid-friendly” agent

Metric Human-Led AI Agent that loves questions
Average first-response time 3–8 business hours < 5 seconds, 24/7, any language
Abandonment after 3rd follow-up ≈ 35 % < 5 % (agent never tires, sometimes glitches)
Cost per qualified lead $75–$120 $5–$15 (post-deployment)
Revenue uplift from trust wins Anecdotal AI handles 95 % of interactions before escalation, freeing humans for higher-value partnerships and membership drives

How can you warm up the AI for “stupid” questions:

  • Feed the agent lost-lead transcripts. It will surface patterns in the “dumb” questions reps glossed over, a goldmine as you expand to a broader audience or geography.
  • Program empathy macros. Teach the model to answer both literal and latent intent (“gluten-free” → professionalism).
  • Escalate at the inflection point. Once objections are neutralized and intent is clear, hand off to a human closer.

The obvious/no obvious reality: 

“Stupid” questions are just unencrypted signals of risk, curiosity, or hidden motive. Humans often miss them; AI never does. Deploy a question-loving agent and you stop leaving revenue on the table, you turn every quirky query into a signed membership.

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