How to Prepare for a Discovery Call When You Know Almost Nothing

When there's no CRM history and no prior conversation to lean on, discovery call prep isn't about digging up facts on the individual, since most of those facts don't exist yet. It means walking in with informed, honest hypotheses about their likely situation, built from what's true of their industry and company size, then using the call itself to test which ones hold up.

This is the scenario that trips up a lot of reps, because most advice about call prep assumes you have something to work with: a previous touchpoint, a form submission with context, a mutual connection. A cold discovery call with almost nothing behind it needs a genuinely different approach, not just a shorter version of the same one.

You can't research what doesn't exist yet

It's easy to feel behind when a search turns up almost nothing person-specific. The real fix is shifting what you're trying to learn before the call, rather than digging harder for facts that simply aren't there. You're not trying to know their specific problems yet, just trying to arrive with a reasonable, well-informed guess about what those problems probably are, based on everything else you do know.

One warning worth repeating here: when there's almost nothing public about a company, that's exactly when a tool like ChatGPT is most likely to confidently fill the gap with something that sounds right but isn't. Thin data should make you more careful, not more willing to accept a polished-sounding summary.

What you can know, even from nothing

Even with zero history, a few things are usually knowable:

• What companies of similar size, in the same industry, commonly struggle with right now.
• What a person in this specific role is typically measured on or pressured by.
• Any public, recent signal (a product launch, a hiring push, a leadership change) that hints at what's currently on their plate.

None of this tells you their exact situation. All of it gives you a starting hypothesis that's better than walking in blank.

Turning a blank slate into a plan

The goal for a cold discovery call is two or three specific hypotheses you're genuinely curious to test, not a list of facts to recite. Instead of asking "what challenges are you facing?" (a question anyone could ask anyone), you ask about the specific challenge you have a real, informed guess about. That's the difference between a question aimed at understanding and one aimed at filling silence. The first kind gets a real answer. The second gets a scripted one.

A discovery call prep checklist (for when you're starting cold)

• What do companies like this one, at this size, in this industry, typically struggle with?
• What is someone in this role usually measured on?
• Is there any recent public signal (hiring, funding, leadership change) worth knowing about?
• What are my two or three best hypotheses about their situation?
• What's the specific question that would test each hypothesis, rather than just introduce it?

Walk in with hypotheses you're ready to be wrong about, not facts you're pretending to already know. That distinction alone changes how the first ten minutes of a cold discovery call go.