← BUILD LOGEXPANSION + NRR
BUILD LOG · THE EXPANSION SCORE

We kept selling the same team a second time. The money was in the teams next door.

Most expansion motion re-sells the champion you already have. The real growth is the untapped teams inside the same company, and a score that finds them before a human notices.

Steal this build ↓See the stackThe people part →
6 of 7
the blinded score matched the CSM renewal call, 5 of 7 raw
175%
active users over licensed seats on the most saturated account
5 of 7
accounts sitting on real paid-seat true-up money
495
current customers scored for the next team to sell
THE STORY, FROM THE SEAT

Here is one I actually shipped. What happened, what I did, and the stack if you want to run it yourself.

Expansion usually means going back to the team you already sold and asking for more seats. But the growth hiding in a customer is the teams next door: the departments using nothing, the seats being shared, the whitespace no one mapped.

The catch is you cannot cross-sell a new team while the team you sold is going dark, so a score that ignores the health of the beachhead just points reps at accounts that will churn the moment they expand.

The Sales Operator
Keep Building,
Heath
FOUNDER, THE SALES OPERATOR
THE BUILD IN FIVE MOVES · THE GIANT METHOD
  1. GExpansion kept re-selling the team already sold; the real growth was the teams next door, the whitespace no one mapped.
  2. IIt took Amplitude for active users over licensed seats, Salesforce for seats and ARR, Claude to score, and Deepline to gate.
  3. AAI scores the whitespace and gates it on beachhead health; the CSM owns each divergence.
  4. NA ready account got a named expansion play, not a nudge to check in, so the signal became a booked conversation.
  5. TThe blinded gate matched the CSM call on 6 of 7 accounts and surfaced seat saturation at 122 and 175%.
RUN THE PLAY YOURSELFThis exact build is a playbook. Run it on your own data.
→
01 / HOW WE APPROACHED THE PROBLEM

Ran the loop.

The usual expansion motion goes back to the team you already sold and asks for more seats, but the growth hiding in a customer is the departments using nothing. The catch: you cannot cross-sell a new team while the team you sold is going dark. So the model scored the whitespace, gated it on beachhead health, and got graded blind against the CSMs own calls.

  1. 1
    Score the whitespace, not the headcount

    The model weights untapped teams over raw seat count. A hundred users in one team you already own is not the opportunity; three teams using nothing is.

  2. 2
    The beachhead gate

    The load-bearing rule: if the team you already sold is Dormant or Ghost-Active, expansion caps out and the account goes Fix-First. You cannot cross-sell a new team off a dying one.

  3. 3
    Find the seat saturation

    Active users routinely ran past licensed seats, 122 and 175% of the plan. That is not a health signal, it is money on the table and a true-up waiting to happen.

  4. 4
    Grade it against the humans

    A blinded gate scored the book, then we compared it to the CSMs own calls. Where the score and the human diverged was the point, not the problem: each divergence was a real save or a real true-up nobody had flagged.

02 / WHAT IT TOOK CROSS-FUNCTIONALLY

Nobody ships this alone. Here is who had to move.

The score found the expansion money, but the signal and the conversation belonged to different owners, and the handoff between them is the build.

PRODUCT
The usage data the score read.

Expansion shows up in behavior before it shows up in a meeting. The score read product usage that had to be instrumented and shared before it could rank anything.

CS
The divergence conversation.

The blinded gate proved the score could beat the gut, and then the CSM owned the human half: taking the flagged divergence into the account and earning the expansion.

03 / HOW WE TURNED IT INTO A SALES MOTION · THE PEOPLE PART

The score found the expansion money. The CSM still had to go earn it.

Knowing which account is ready to expand is not the same as landing the expansion. The leadership half was giving CSMs a motion for the second sale and a business case that makes the ask land.

THE FRAMEWORK BEHIND IT
VALUE Business Case, for expansion

Validate the value they already get, articulate what the next tier or the next team unlocks, link it to an outcome they care about, name what is unique, and put a date on it. The expansion is a value conversation, not an upsell.

  1. 01
    Turned the score into a named expansion play

    A ready account got a specific motion, not a nudge to check in, so the signal became a booked conversation.

  2. 02
    Built the case from value already delivered

    The expansion ask stood on the outcome the account already got, which is the most credible pitch there is.

  3. 03
    Coached the exec ask

    CSMs practiced earning the C-level room and making the expansion ask before the live conversation, not during it.

Build the expansion case →
04 / WHAT I LEARNED

Not proof. Just what the build taught me.

  1. 01
    You cannot cross-sell off a dying beachhead

    If the team already sold is Dormant or Ghost-Active, expansion caps out and the account goes Fix-First. A score that ignores that points reps at accounts that will churn the moment they expand.

  2. 02
    Whitespace beats headcount

    A hundred users in one team you already own is not the opportunity; three teams using nothing is. 40% of the score is whitespace.

  3. 03
    Seat saturation is money, not a health signal

    Active users routinely ran past licensed seats, 122 and 175% of the plan. That is money on the table and a true-up waiting to happen.

  4. 04
    The divergence is the point, not the problem

    Where the score and the CSM disagreed was a real save or a real true-up nobody had flagged. That is exactly what the score exists to surface.

05 / THE WORKFLOW

The runnable version. Copy it into your stack.

AmplitudeSalesforceClaudeDeepline
[ SALES OPERATOR ]

The Expansion Score

Heath Barnett · Sales Operator
G / Groundthe problem that started all of it, with the receipt and the cost
Expansion

The growth was the teams next door.

Expansion usually means asking the team you sold for more seats. The real whitespace is the departments using nothing.

Risk

You cannot cross-sell off a dying beachhead.

A score that ignores the health of the team you already sold just points reps at accounts that will churn on expansion.

A / Assignthe build, block by block, and who owns each one. Open a step to see it run.
HUMAN + AI, IN THE LOOP
AI scores the whitespace and gates it on beachhead health; the CSM owns each divergence.
Read the account
Amplitude01
Read active users over licensed seats
Details
Active users ran to 122% and 175% of plan. Money on the table and a true-up waiting.
AI
Salesforce02
Pull seats, ARR, and renewal date
Details
The licensed base each score is measured against.
AI
Score the room
Claude03
Score the whitespace, not the headcount
Details
Untapped teams weighted over raw seats. 40% of the score is whitespace.
AI
Deepline04
Apply the beachhead gate
Details
If the team you sold is Dormant or Ghost-Active, expansion caps and the account goes Fix-First.
AI
Grade it against the humans
Claude05
Grade the score against the CSM call
Details
A blinded gate scored the book, then we compared it to the CSMs own calls.
AI + human
The CSM06
Own the divergence
Details
Where score and human diverge is the point: a real save or a true-up nobody had flagged.
Human
N / Normalizethe motion that made it stick
A workflow without a motion is dead. This is how it became the way the team works.
1

The score became a named play

A ready account got a specific motion, not a nudge to check in, so the signal became a booked conversation.

2

The case stood on value already delivered

The expansion ask stood on the outcome the account already got, which is the most credible pitch there is.

3

Coached the exec ask

CSMs practiced earning the C-level room and making the expansion ask before the live conversation, not during it.

T / Tie backthe result it drove, and how they know
RESULT · 01

6 of 7 matched

the blinded gate agreed with the CSM call.

RESULT · 02

175% / 122% saturation

active over licensed seats, surfaced.

RESULT · 03

1 true divergence

exactly what the score exists to surface.

OUTPUT · 01

A whitespace expansion score

Untapped teams over raw seats.

OUTPUT · 02

The beachhead gate

No cross-sell off a dying team.

OUTPUT · 03

A true-up list

Seat saturation nobody had flagged.

The Sales Operator
06 / HOW YOU DO IT TOO

Here is what I built. Here is how you build it.

The whole thing installs as one plugin. Or grab the skills a la carte. Everything on this page, runnable, on what you paste today.

✓ EVAL PASS · 4/4
THE PLAYBOOK · ONE INSTALL
Find and land the next expansion

4 skills chained into one runnable play. Installs as a single plugin, no copy-pasting each skill. It runs on what you paste; connect your stack to go live.

SEE THE FULL PLAYBOOK →
SEE IT RUN IN CLAUDE
EXAMPLE CHATDevon, a CSM, running the loop in one sitting
D
I want to find expansion in my book but I'm not sure where to start. Can you roll up all my accounts?
S
Step 1· Book Of Business Analyst
Scored every account on health, laid out what's renewing when, showed product adoption across the book, and flagged the ones going quiet. Three accounts stand out as healthy, high-adoption, and under-licensed.
expand3 accts
quiet5 accts
Receipt
Full book rolled up: 3 strong expansion candidates surfaced out of 22 accounts.
D
Take the top one, the manufacturing account. How are they actually using us?
S
Step 2· Product Usage Analyst
Turned their raw usage into per-capability adoption tiers with a 12-week trend on each, and pulled the power users by name. They're maxing two capabilities and three teams next door have never touched us.
Receipt
Usage read: 2 capabilities at power-user tier, 3 adjacent teams untouched, all trending up.
D
That looks like a seat expansion. What's the play and how big?
S
Step 3· Expansion Playbook
Read the ready signals, picked a seat-expansion play into the three untouched teams, sized it off their current usage, and wrote the ask anchored to the outcome they already got, not a feature list.
Receipt
Expansion play sized at ~40 added seats, ~$36K ARR, pitched on their proven outcome.
D
Their exec sponsor wants a review before signing off. Build me the deck.
S
Step 4· Exec Business Review
Built the value narrative against their strategic goals, the ROI story with the math, and made the expansion the one clear ask at the end. Pitched higher than a QBR since it's the C-level in the room.
Receipt
EBR ready with ROI story and one ask, expansion into 3 teams on track to close, ~$36K ARR.
THE SKILLS IT USES
See your whole book in one rollup.
book-of-business-analyst
Get a renew-or-not verdict on every renewal before the meeting.
renewal-health-analyst
Find what your wins, losses, and churn share.
pattern-analyst
THE OTHER HALF · LEAD THE TEAM
Build the expansion case→
I write up one of these a week. Free, receipts only.
RELATED BUILDS
Proactive Retention
A quarter of the churn stopped happening
Scoring the TAM
The whole TAM, ranked: a tier and a next move per account
THE MARKET ON THIS
The craft behind it: VALUE Business Case (PLAN Selling)White space analysis: a practical guide for B2B revenue teams (Prolifiq)The net revenue retention advantage in B2B tech (McKinsey)