SalesICP & Targeting

AI Prompts for Sales Territory Planning

Territory planning is the allocation of market potential to sellers. Done badly, it produces territories that differ in potential by a factor of three, quotas that ignore that difference, and reps who leave because geography, not skill, set their number. Done well, it starts from potential by account, groups accounts into territories that are balanced and workable, and sets quota from the potential rather than by dividing a top-down number.

These prompts size potential, design the territories, and align quota and coverage. They are analytical aids for a decision that has real consequences for people; the model should show the balance metrics and the trade-offs, not present a design as optimal.

Before you use these

Have these ready to replace the highlighted [variables]:

Account universe with potential estimates (ICP tier, estimated annual value, current spend if a customer)
Current territories, reps and their results
Constraints: geography, language, vertical specialization, existing relationships
Total quota or bookings target and the planning horizon

1. Size territory potential

Best forAn honest estimate of what each territory (or account group) can produce.

Inputs needed

Account list with attributes
Historical conversion by segment
Existing customer spend

How to use itGive the model your historical conversion and deal size by segment so potential is derived, not guessed. Ask for ranges.

Expected outputPotential by account and by grouping with the method, ranges, and the share of potential in existing customers vs new logos.

Act as a sales planning analyst estimating territory potential.

Accounts: [paste: company, territory/grouping, ICP tier, customer status, current annual spend, estimated addressable spend]
Historical benchmarks: [by segment/tier: win rate, average deal size, cycle time, expansion rate]
Horizon: [year]

1. For each account estimate annual potential: for customers, expansion potential (addressable minus current × expansion rate); for prospects, new-logo potential (addressable × tier win rate), time-adjusted for cycle length within the horizon. Show the formula.
2. Aggregate by territory/grouping: total potential, split between expansion and new logo, number of accounts by tier, and concentration (share of potential in the top five accounts).
3. Give a range per territory reflecting uncertainty in addressable spend and win rate.
4. Compare potential to last year's actual bookings per territory; flag territories where the gap suggests the potential estimate or the coverage is wrong.
5. Data quality: accounts with missing addressable spend, and the proxy used.
6. The three territories with the widest potential ranges and what would narrow them.

Present as tables with the arithmetic visible. Do not use headcount or company prestige as a proxy for addressable spend without saying so.

2. Design balanced territories

Best forGrouping accounts into territories that are balanced on potential and workable in practice.

Inputs needed

Account potential
Constraints
Number of reps

How to use itState the balance tolerance you can accept (e.g. ±15% on potential). The model proposes a design and reports the balance metrics; iterate on constraints rather than accepting the first cut.

Expected outputTerritory design with accounts assigned, balance metrics, constraint compliance, and the trade-offs made.

You are designing sales territories for [team / region].

Accounts with potential: [from sizing]
Number of territories/reps: [n]
Constraints: [geography, vertical specialization, language, strategic accounts that must stay with named reps, travel limits]
Balance targets: [potential within ±[x]%, account count within ±[y]%, tier mix roughly even]

1. Propose a design assigning every account to a territory. Explain the primary grouping logic (geographic, vertical, size band, hybrid) and why it fits the constraints.
2. Balance report per territory: total potential, expansion vs new-logo split, account count by tier, concentration, and deviation from the mean on each.
3. Constraint compliance: every constraint checked, with any violation stated and justified.
4. Workability: travel or time-zone burden, number of accounts a rep can actually cover, and any territory that is balanced on paper but unworkable.
5. Alternatives: one alternative design with different trade-offs (e.g. better balance, more disruption to existing relationships) and the comparison.
6. Disruption: accounts that change owner versus the current design, and the relationship risk of each move.

Present the design as a table and the balance report separately. State clearly what was traded off to achieve balance.

3. Align quota and coverage to potential

Best forSetting quotas that reflect territory potential and coverage plans that make them achievable.

Inputs needed

Territory design with potential
Total target
Ramp and attainment history

How to use itGive the top-down target and the attainment history. The model allocates quota by potential, checks it against history and ramp, and flags where the number is not credible.

Expected outputQuota per territory with the allocation logic, achievability check, coverage plan, and the escalations needed.

Act as a sales operations lead aligning quota and coverage to territory potential.

Territories: [design with potential, expansion/new-logo split, rep, ramp status]
Total target: [bookings target] Attainment history: [by rep/territory, last 2 years]
Policy: [quota as % of potential, ramp rules, minimum/maximum quota]

1. Allocate the total target across territories in proportion to potential (adjusting for ramp), and show the resulting quota as a share of each territory's potential. Flag any territory where quota exceeds a credible share of potential (state the threshold).
2. Achievability: compare each quota to historical attainment and to the pipeline required (quota ÷ win rate ÷ average deal); state the pipeline coverage needed and whether the territory's account base can generate it.
3. Coverage plan per territory: accounts to be worked by tier, activity implied, and where marketing or partner coverage is needed to fill the gap.
4. Territories where the numbers do not close: options (reassign accounts, adjust quota, add coverage, accept a stretch) with the consequence of each.
5. Fairness view: distribution of quota-to-potential ratios across reps.
6. What to communicate to reps about how their quota was derived, in plain language.

Do not allocate quota by dividing the target evenly. Do not present a quota above credible potential without flagging it.

Related prompts

Logical next step

After this, most sales teams move on to Account Prioritization.

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