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Discovery Analysis

Discovery Analysis

Managers can only coach the calls they have time to hear. This skill reads every one of them: each discovery conversation is compared with what your Discovery & Qualification, Sales Methodology and Persona memories say a deal needs to establish, and comes back as what the call proved, what stays open and which questions to ask next. Reps get the gaps while the deal is warm, managers coach from the whole call record, and deal outcomes keep tuning which discovery evidence matters.

Used across

Sales

Referenced by

Discovery Analysis

Qualification

Sales Coaching

Applies

Discovery & Qualification

Sales Methodology

Persona

Discovery Analysis Skill Hero
Discovery Analysis·7 DISCOVERY CALLS READ TODAY
Analysing Snowflake's call…
TriggerDiscovery call ended · Snowflake · mid-market
Live stateReading Deal State · transcript, attendees, stage
Applying skillRunning Discovery Analysis v4
Maps the call against what discovery must establish
Impact and timeline both evidenced in the transcript
Current-solution cost never came up in 40 minutes
Only one stakeholder has joined any call so far
Reference memoryAgainst Discovery/Qualification · Sales Methodology · Persona
ActionGap written to the deal, next question queued for the rep
Skill
Discovery Analysis
v4v5
Discovery AnalysisSnowflake's gap queued
QualificationSnowflake criteria re-judged
Sales CoachingRep flagged, Snowflake call
See all 5 capabilities Run 36 times today
Upgrade proposed
Current-solution cost becomes a required evidence itemv5
The cost question was absent in 5 of 7 calls read today.
Approve upgrade to Discovery Analysis?
The current way > AI added on > AI-native

What the call actually established

A discovery call is the costliest evidence a deal collects, and most of it never gets read twice.

01 | The Current Way

02 | AI Added On

03 | AI-Native

The rep hangs up with eight pages of transcript

Notes filed, learning optional

The rep writes up what stood out to them. What the call taught the deal depends on what they noticed and what they had time to record.

Everything mentioned, nothing judged

The summary lists what came up. Whether the call established what your company needs to learn is a question a topic list cannot answer.

The gap list is ready before the next call

The rep sees the proven ground, the open gaps against your Discovery & Qualification memory and the questions the next call must carry.

Coaching hour, and the manager picks two calls to hear

Coaching by sample

The manager listens to a couple of calls a week and coaches what they happen to catch. Most discovery is never heard by anyone but the rep.

A pile of summaries, no standard

Summaries pile up without a standard behind them, so finding which reps miss which discovery ground still takes hours of listening.

Coaching aimed where the evidence points

The manager sees each rep's pattern against one bar, who skips budget, who never probes the decision process, and coaches exactly that.

A manager asks whether discovery really happened

Qualified on the rep's memory of the call

The rep asserts the ground was covered; the manager was not on the call. The record holds fields, and the conversation behind them is gone.

A mention counts as covered

If budget came up for 20 seconds, the summary ticks it. Depth, who said it and whether it holds are beyond what a topic scan can weigh.

Call evidence carried into the judgement

A qualified label can point back at the conversation that earned it, because what each call proved travels into the deal's evidence.

Referenced by

Capabilities that run this skill

Sales

Discovery Analysis

+
SEE HOW IT WORKS

Sales

Qualification

Active
Fresh discovery call read against your criteria
Nine criteria checked, not the boxes the rep filled
Champion confirmed, decision process still inferred
Two answers proven, one assumption flagged for evidence
Three gaps named, with the questions that close them
Queued for the next call, before the deal moves stage
+
Hold at Discovery recommended, reason on record
Sufficiency not met; the manager sees the same evidence
Know which deals are real, and what to ask next
SEE HOW IT WORKS

Sales

Sales Coaching

Active
Two reps stall the same way on the pricing objection
Same pattern, three live deals this month, missed every time
The real moments, pulled into the 1:1
Every deal where the objection landed and nobody answered it
A drill built from those moments
Practise the comeback before the next call, not after
+
Same objection, the deals after: handled
Coaching put into practice and checked, not just delivered
Know what to coach, and whether the coaching stuck
SEE HOW IT WORKS
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FAQ

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How can AI analyse sales discovery?

By comparing what a conversation covered with what your company needs to learn on every deal. Each call is read against your Discovery & Qualification and Sales Methodology memories and comes back as evidence found, gaps remaining and the questions that would close them, confidence included.

How do you measure discovery quality?

Against a standard, call by call. Quality means the conversation established what your Discovery & Qualification memory says a deal must establish, and the standard is owned: RevOps holds the qualification bar, sales leadership the methodology. Measured that way, quality compares across reps.

How does this change coaching?

Managers stop sampling. Every call is analysed against the same bar, so coaching starts from each rep's full pattern: the ground they consistently skip, the personas they struggle to open up. The manager's hour goes on the coaching itself, and their judgement still leads the exceptions.

What does the analysis feed?

The Discovery Analysis capability presents it, Qualification draws on the call evidence when judging criteria, and Sales Coaching works from the patterns across calls. Reps rarely invoke any of it directly; they meet it as sharper follow-up questions and coaching that names specifics.

Is this the same as Qualification Assessment?

No. Qualification Assessment judges a deal's criteria as proven, assumed or missing. Discovery Analysis works one level down, on the conversations themselves: what each call established, what it missed and what to ask next. Its output becomes part of the evidence the qualification judgement reads.