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Lead & Account Scoring

Account Prioritization Agent

ai

Ranks every account by firmographic fit into A/B/C tiers using CRM data and ICP profiles, scoring 0–100 on segment match, employee and revenue band, and environment, with a written rationale per account.

Sales / Revenue OperationsSales LeadershipAccount Executive
A/B/C
Tiers from a 0–100 firmographic-fit score
Whole book
Every account ranked, not just the obvious ones
Rationale
Written fit explanation per account
One book, end to end

New quarter in. Tier list ready.

See the prioritization agent take a 142-account book from quarter planning to a ranked tier list.

Book AP-0412

New quarter tiering · 142 accounts

  • AI
  • A/B/C tiers
  1. Intake
  2. Organize
  3. Evaluate
  4. Deliver

01 · Intake

Quarter planning opened

Rev ops asked to tier the whole book for the quarter

New case

Packet open
Requester
Sales / Revenue Operations · New quarter planning
Scope
Whole book · Every account, not just the obvious ones
Request
Score 0 to 100, assign A/B/C tiers · Written rationale per account
Case packet · 3 sourcesComplete

Incoming

  • CRMAll accounts from Salesforce or HubSpotReceived
  • ICP ProfilesCurrent ideal customer profilesReceived
  • Firmographic DataEmployee and revenue bands per accountReceived

02 · Organize

Book and ICP assembled

Every account matched to firmographics and ICP profiles

Pulled together

Book loaded
  • All accounts pulled142 accounts from the CRM, the whole book
  • ICP profiles loadedSegment, size band and environment criteria
  • Firmographics attachedEmployee and revenue band on each account

Matched record

Accounts
142
ICP profiles
Current, loaded
Fit factors
Segment, size band, environment
Score range
0 to 100

03 · Evaluate

Fit scored and tiered

Each account scored 0 to 100, flagship A01 checked

Checks applied

Scores assigned
  • Segment matchScored against the current ICP segmentsICP Profiles
  • Employee and revenue bandScored on fit to the winning size bandFirmographic Data
  • Environment fitScored on the environments the team closesCRM
Deciding finding

Flagship A01 lands in Tier A

The known flagship scores as expected, so the ICP weights hold before reps act on the tiers.

Tier A fit drivers

Employee band
500 to 2,000
Environment
Enterprise EHR

04 · Deliver

Ranked list returned

Highest-fit first, with a written rationale per account

List delivered

24 Tier A accounts out of 142

Tier A is 17% of the book but holds an estimated 61% of addressable revenue potential.

Tier A
24
Tier B
58
Tier C
60

Direct coverage

Tier A and B

Senior AE coverage

Tier C

Nurture

Lighter touch, not direct

Audit trail

  1. Accounts and ICP profiles pulled08:02
  2. 142 accounts scored0 to 100 fit08:03
  3. Flagship A01 validatedTier A08:04
  4. Ranked list returnedRationale per account08:05

Tiers from a 0 to 100 firmographic-fit score

Illustrative case · sample data

Use Case 1

Book-Wide Account Tiering

Trigger: New quarter or territory planning

1.Pull all accounts and current ICP profiles
2.Score each on segment, size band, and environment fit
3.Assign A/B/C tiers with written rationale
4.Validate a known flagship account lands as expected
5.Return the ranked list highest-fit first
6.Summarize tier distribution and value concentration
✓

Reps focus on the accounts that actually fit, with the reasoning transparent.

Use Case 2

Fit-vs-Reputation Reconciliation

Trigger: A well-known logo scores low on fit

1.Show the factors that drove the low score
2.Distinguish brand recognition from firmographic fit
3.Offer an explicit strategic-override rule
4.Avoid inflating fit to match reputation
5.Document any override applied
✓

Strategic exceptions are made deliberately, not by quietly bending the model.

Integrations

CRM (Salesforce, HubSpot)
ICP Profiles
Account Ranking Records
Firmographic Data
Dashboards & Charts

Industries

all

Built in Actava.ai

See it in action

A conversation that moves the work forward.

An agent at work

Illustrative example

Tier our whole account list for the new quarter.

Account Prioritization Agent

I'm pulling every account and the current ICP profiles, scoring each 0–100 on fit, then assigning a tier with a written rationale. The list comes back ranked highest-fit first.

Inputs for the run

  • All accounts

    The full list to be tiered

  • Current ICP profiles

    The fit definition used for scoring

Sanity check on account A01

Your flagship account A01 should land Tier A. If it doesn't, the ICP weights need a look before reps act on the tiers.

Example complete

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Sample scenarios. Actions and outputs are illustrative.