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AI Prompts for Expansion and Upsell

Expansion is earned by value delivered and triggered by change — a new team adopting, a use case outgrowing its scope, a business event that makes the next product relevant. The signals are in usage, support and relationship data; the whitespace map shows where to look; the play starts by proving the value already delivered before proposing more. Expansion pitched as a sales quota to a customer who has not seen value is churn risk in disguise.

These prompts find the signals, map the whitespace with a reason per move, and build the plays. They complement account planning (the strategic view) and renewal strategy (the defensive one).

Before you use these

Have these ready to replace the highlighted [variables]:

The prompts

1. Find expansion signals in usage and account data

Best forA ranked list of accounts with a specific reason to expand now.
Inputs needed
  • Usage and health data
  • Account events
  • Footprint
How to use itPaste the data. Ask for signals with the evidence, not a health score alone; the reason to call is the specific pattern.
Expected outputSignal taxonomy for your product, scored account list with the specific signal and evidence, the counter-signals that should pause expansion, and the ten accounts to act on.
Act as a customer growth analyst finding expansion signals.

Data: [per account: active users vs licensed, usage growth, feature adoption, units/teams using, health score, support tickets, NPS, outcomes reported, contract term and dates, recent events (hiring, new units, leadership)]
Products and adjacent use cases: [what could be added and the usage pattern that indicates readiness]

1. Signal taxonomy: capacity (approaching license limits), adoption spread (new teams or units appearing), feature reach (usage patterns that indicate need for the next tier or product), outcome proof (results reported that support a broader case), organizational (growth, new units, new leader in a relevant function), timing (contract windows).
2. Score each account on the signals present, with the specific evidence per signal.
3. Counter-signals: low adoption, open escalations, sponsor change, negative NPS — accounts where expansion talk would damage the relationship; pause them.
4. Ranked list of accounts to act on, each with the one-line reason to call this month and the product/use case to discuss.
5. Accounts with expansion potential but no signal: what to monitor.
6. The signals with the best hit rate historically, if outcome data is given; otherwise, the tracking to set up.

Do not rank by account size. A large account with no signal is not an opportunity.

2. Map cross-sell whitespace with a reason per move

Best forWhich product or use case to propose to which unit, and the value reason for each.
Inputs needed
  • Whitespace grid
  • Value delivered so far
  • Adjacent products
How to use itGive the footprint and the value evidence. The model maps each whitespace cell to a proposal with the customer's reason, the internal path, and the proof.
Expected outputCross-sell map: cell, product/use case, the customer's reason (their priority), the adjacency logic, the sponsor, the proof from their own results, and the sequence.
You are mapping cross-sell opportunities at [account].

Whitespace: [units/regions × products with current penetration]
Value delivered: [results in current footprint, with numbers and who acknowledged them]
Adjacent products/use cases: [what naturally follows current use and why]
Customer priorities: [stated]

1. For each promising whitespace cell: the product or use case to propose; the customer's reason (which priority it serves); the adjacency logic (how it extends what already works); the sponsor who can carry it and the sponsor who must be found; the proof from their own results to lead with; competitive presence.
2. Sequence: which moves first (strongest proof, strongest sponsor), which depend on earlier moves.
3. Packaging: whether to propose as a pilot, an add-on, or a broader agreement, with the reasoning.
4. Moves to avoid this cycle: cells where the reason is ours, not theirs.
5. The internal-champion brief: what the sponsor needs to make the case internally, in their language.
6. Measures: expansion value, time to adoption, and the relationship built.

Every move must have a customer reason. If the only reason is our quota, remove it.

3. Build land-and-expand plays from delivered value

Best forPlays that open with proof of value and propose expansion as the logical next step.
Inputs needed
  • Signal and whitespace findings
  • Value evidence
  • Stakeholders
How to use itThe model structures the play: the value review, the proposal, the pilot or scope option, the commercial structure, and the sequence of conversations.
Expected outputPlay by account: the value-review content, the expansion proposal and its framing, the pilot/scope options, the commercial approach, the conversation sequence with owners, and the risks.
Act as an account manager building an expansion play for [account] — expanding [current use] into [proposed product / unit].

Signals: [evidence] Value delivered: [results, acknowledged by whom]
Stakeholders: [current sponsor, target unit's decision-maker, economic buyer, procurement]
Commercial context: [contract term, pricing model, renewal date]

1. Value review: the results in their terms (numbers, outcomes, quotes), the delivery story, and the gap between current and potential value — presented to the sponsor first.
2. Expansion proposal: framed as the next step to their priority; the specific scope; the proof from their own results; the reason to do it now (the signal).
3. Options: pilot (scope, duration, success criteria, cost), phased rollout, or full expansion — with the trade-offs and which to lead with.
4. Commercial approach: standalone add-on vs co-terming with the renewal vs a broader agreement; pricing framing against value; what to avoid (discounting expansion to buy speed).
5. Conversation sequence: sponsor → target unit → economic buyer → procurement, with the purpose and owner of each and the timing against their calendar.
6. Risks: adoption capacity, sponsor bandwidth, competitor presence, renewal interaction — with mitigations.

Lead with value delivered. An expansion conversation that opens with a price list is a discount conversation.

Related prompts

Logical next step

After this, most sales teams move on to Strategic Account Planning.

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