To ensure pilots convert, enforce strict qualification criteria instead of offering them freely. OpenAI maintains a 100% pilot win rate by requiring executive sponsorship and participation, adhering to a rigid, proven playbook, and delivering a high-touch experience that demonstrates the value of a true partnership.

Generic discovery questions like "what's your pain point?" yield generic answers. A better question is, "If you hired someone to sit next to you, what would you have them do?" This reveals the tedious, unglamorous tasks that are ripe for an automation-focused product solution.

If a large customer drags out a pilot indefinitely, it's a sign that your solution isn't solving a visceral, high-priority pain. When the need is urgent, enterprises will "bulldoze" through internal bureaucracy to get the product into production quickly.

True problem agreement isn't a prospect's excitement; it's their explicit acknowledgment of an issue that matters to the organization. Move beyond sentiment by using data, process audits, or reports to quantify the problem's existence and scale, turning a vague feeling into an undeniable business case.

To gauge a deal's urgency and qualify it, ask where the problem sits on their priority list. This forces them to state its importance out loud. It's psychologically difficult for someone to deprioritize something after they have verbally committed that it is a top priority.

Instead of ad-hoc pilots, structure them to quantify value across three pillars: incremental revenue (e.g., reduced churn), tangible cost savings (e.g., FTE reduction), and opportunity costs (e.g., freed-up productivity). This builds a solid, co-created business case for monetization.

Raw customer feedback is noise. To make it actionable for Product, organize it along two dimensions: impact and frequency. This simple framework separates signal from noise, distinguishing high-priority, high-impact issues from niche requests and creating a clear basis for roadmap decisions.

Don't just ask about priorities related to your product. Ask for their absolute top priority overall, regardless of your solution. If your solution addresses their #4 problem, but #1 is a massive project like a CRM migration, you know the deal is likely disqualified or needs to be pushed out, saving you time.

Standard questions like 'What's your biggest pain point?' often yield poor results. Reframing the question to what work a customer would offload to a new hire bypasses their pride or inability to articulate problems, revealing the tedious, high-value tasks ripe for automation.