Effective discovery helps you avoid the classic dilemma raised by Jeff Goldblum's character in Jurassic Park:
Pursuing something sketchy because you're concerned with whether you could versus whether you should.
To help you avoid rogue prospects destroying your pipeline like pissed-off dinosaur clones, we surveyed over 300 sales leaders for perspective on how to get the most out of discovery calls.
Decision-maker access is the spine that runs from discovery through close.
Our survey found:
44%
of sales leaders say repeatedly deflected or delayed decision-maker access is the red flag they most train reps to catch — the most-cited warning sign in the entire close.
26%
say identifying decision dynamics is what most separates closed-won deals from stalled ones — tying for the single biggest differentiator in discovery.
Late-stage deal-derailers are the worst ringers in sales — coming off the bench like Airbud in the fourth quarter, baffling anyone who thought there were rules against dogs playing basketball.
They're tough to pin down as you go, but our data suggests key indicators of their presence emerge in discovery.
If you don't map decision dynamics early, clear hard nos drag into time-draining non-deals.
This forces reps to fix gaps they could have closed weeks earlier.
The best orgs use discovery to identify who has to say "yes" to ultimately get a deal across the finish line and what'll compel them to get on board.
And they provide resources at scale to demonstrate and facilitate securing paths to those stakeholders.
Real-time adaptation is the universal call skill training struggles to solve.
Our survey found:
26%
of sales leaders say adjusting approach mid-call is the single biggest unsolved cold-calling struggle — the skill reps most often can't execute when the script stops working.
24%
say adaptive questioning — following unexpected threads without losing structure — is the top unsolved discovery struggle, naming the same skill gap in a second sales motion.
35%
say active listening is their top discovery training focus, with call structure next — revealing an enablement diet heavy on the scripts reps keep failing to adapt.
Our data suggests real-time adaptation might be the most valuable, elusive skill reps can develop for better sales calls — both cold and discovery.
A plurality of sales leaders say adaptive questioning is the biggest unsolved discovery challenge, and active listening is the most popular discovery training focus.
They also cite knowing how to adjust their approach mid-call as the number-one unsolved cold-calling struggle.
These trends highlight one main skill that trips up leaders across both motions: reflexivity.
Many organizations struggle when they focus on scripts and demand strict adherence.
​Adaptation is a judgment skill, and judgment is born from experience — making live calls under pressure and being coached on the moments they should've pivoted.
What can you do with this next-level insight?
For reps:
Don't just ask who decides — ask how this specific decision has been made before. The pattern of the prospect's last comparable "yes" predicts the path to yours far better than any org chart does..
For managers:
Grading call adherence trains recitation, but the skill actually missing is improvisation. Shift your reviews from "did they hit the steps?" to "where should they have abandoned the plan?" — and coach that decision.
For leadership:
Use AI call analysis to make consistently missed pivot points visible at scale. The barrier to coaching adaptation is often observability — that specific constraint is now solvable in a way it simply wasn't a few years ago.
"I didn't ask for the power, fame, and fortune that came with being the preeminent voice in sales and sales adjacent media newsletters ... I demanded them."
Jay Fuchs. Managing Editor, The Science of Scaling Newsletter
Generic questions kill deals
Give surface-level questions → get surface-level answers….or open with quality starters that lead to deeper insights.
Because your prospects have heard the same dry cliches for years. Instead, put them in the driver’s seat so you can cater your approach like the pros.
The data in question
As always, we sourced our data through Panoplai: There are three things in life I love: My family, my country, and my panoramic research platform that bring together survey collection, data ingestion, synthetic enrichment, digital twin creation, and interactive reporting (Panoplai).
Which of the following does your organization train reps to recognize as red flags that a deal may not close — even if the prospect hasn't said no? (Select all that apply)
- Champion goes silent or becomes significantly less responsive — 25%
- Decision-maker access is repeatedly deflected or delayed — 44%
- Prospect won't share timeline, budget, or procurement details — 34%
- Stakeholder group expands unexpectedly late in the process — 13%
- Prospect engages only reactively — responds when contacted but never initiates — 17%
- We don't formally train reps to identify specific red flags — 11%
What is the main element that separates discovery calls that lead to closed-won deals from ones that stall?
- Uncovering business impact — connecting the problem to measurable consequences — 13%
- Identifying decision dynamics — who's involved, how decisions get made, what's blocking progress — 26%
- Establishing urgency — surfacing why the problem needs solving now — 19%
- Building champion commitment — leaving with a prospect willing to advocate internally — 10%
- Confirming mutual fit — qualifying that the situation matches what you solve — 26%
- None of the above — 6%
What do your reps struggle with most during cold calls that training hasn't solved?
- Real-time adaptation — adjusting approach mid-call when something isn't working — 26%
- Time-efficient personalization — meaningful research without sacrificing call volume — 13%
- Authentic delivery — following structure without sounding scripted — 23%
- Business-level relevance — connecting product knowledge to the prospect's situation — 15%
- Sustained resilience — maintaining energy through high-volume rejection — 13%
- None of the above — 9%
What do your reps struggle with most during discovery calls that training hasn't solved?
- Adaptive questioning — going off-script to follow unexpected threads without losing structure — 24%
- Impact quantification — helping prospects articulate the business cost of their problems — 13%
- Productive silence — staying quiet long enough for prospects to think and share more — 9%
- Real-time qualification — assessing fit during the conversation rather than after — 17%
- Balancing discovery and value — knowing when to probe and when to offer perspective — 20%
- None of the above — 7%
What does your organization primarily train reps on for discovery calls?
- Questioning frameworks — structured approaches for uncovering pain, impact, and criteria — 14%
- Qualification methodology — criteria and process for evaluating fit and viability — 21%
- Active listening — techniques for processing and responding to what prospects say — 35%
- Call structure — sequencing the conversation from opening through next steps — 14%
- Research and preparation — gathering context before the conversation starts — 9%
- None of the above — 8%