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ICP Fit Scoring

The Fit category evaluates how well an account or lead matches the Ideal Customer Profile. Contains 12 rules (FIT-001 to FIT-012) with a default category weight of 10%.

Fit Rules

RuleNameWeightWhat It Measures
FIT-001ARR tier fit8Account ARR relative to ICP thresholds ($500K+ = 100)
FIT-002Segment alignment6Enterprise = 100, Mid-Market = 70, SMB = 35
FIT-003District size fit7Student count (50K+ = 100, 1K-5K = 25)
FIT-004Technology spend propensity6Starbridge tech_spend_propensity (0-100 pass-through)
FIT-005AI adoption readiness5Starbridge ai_adoption_score (0-100 pass-through)
FIT-006Budget capacity7Tech budget size ($5M+ tech = 100)
FIT-007Strategic theme alignment6Whether district themes match product capabilities
FIT-008Procurement complexity fit5Lower complexity = higher fit (inverted)
FIT-009Cooperative purchasing pathway4Whether coop pathways exist (NASPO, PEPPM, etc.)
FIT-010Account tier alignment5Tier 1 = 100, Tier 2 = 60, Tier 3 = 30
FIT-011Startup friendliness4Starbridge startup_friendliness (0-100 pass-through)
FIT-012Primary contact persona fit5Best contact buying role and title match

Configurable ICP Profiles

Per-org customization via org_scoring_profiles:

Company Fit Tiers

Default enrollment-based tiers (clients can replace with revenue, headcount, etc.):
TierEnrollment RangePoints
Tier 150,000+40
Tier 220,000-49,99935
Tier 310,000-19,99925
Tier 45,000-9,99915
Tier 50-4,9995

Segment Weights

SegmentDefault Points
Enterprise35
Mid-Market30
SMB15

Persona Fit Rules

Title-to-score mappings (configurable):
PatternScorePersona
superintendent, chief95Executive Decision Maker
deputy, assistant superintendent85Senior Leader
executive director, associate superintendent80Senior Leader
director70Department Leader
coordinator, specialist50Program Manager
teacher, instructor25End User

ICP Title Tiers

TierDefault Titles
Tier 1Superintendent, CEO, CFO, CTO, CIO, Chancellor, Commissioner
Tier 2Director, VP, Executive Director, Deputy/Assistant Superintendent
Tier 3Manager, Coordinator, Specialist, Program Manager, Instructional Coach
Tier 4Teacher, Instructor, Analyst, Counselor, Librarian

Thresholds

ThresholdDefault
ICP Strong≥ 70
ICP Moderate≥ 45
ICP Weakbelow 45