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AI Opportunity Scoring

Prioritize outreach with a 0–100 score that predicts which schools are ready to buy.

What Is Opportunity Scoring?

ThinkKits assigns every school a 0–100 score across four weighted dimensions: Budget Availability (Title I, IDEA, E-Rate unspent funds), Demonstrated Need (low proficiency, high FRL%), Timing (fiscal year position, grant deadlines, board approval patterns), and Access (procurement thresholds, cooperative membership, DPA status).

Scores update weekly as new data is ingested from federal, state, and district sources. Higher scores mean a school has more indicators aligned for a purchase right now.

Score Tiers

🔴 HOT (80–100)

High budget + demonstrated need + favorable timing. Immediate outreach recommended. These schools have the funding, the need, and the window to buy now.

🟠 WARM (60–79)

Strong in 2–3 dimensions. Nurture sequence recommended. A single trigger event (grant deadline, board vote) can push these into HOT territory.

🟡 COOL (40–59)

Moderate indicators. Add to watchlist and monitor for changes. These schools may need a budget cycle or leadership change to become ready.

⚪ COLD (0–39)

Low current indicators. Long-term pipeline only. Track for future fiscal years or policy shifts that could change their profile.

Scoring Dimensions

Dimension Weight Key Data Sources Example Signal
Budget Availability 30% Title I allocations, E-Rate C2 remaining, IDEA Part B School has $45K unspent E-Rate C2 budget
Demonstrated Need 25% State assessment proficiency, FRL%, enrollment trends <30% math proficiency in grades 3–5
Timing 25% Fiscal calendar, board meeting patterns, grant deadlines Title IV-A application window opens in 30 days
Access 20% Procurement thresholds, coop membership, existing DPA District uses TIPS cooperative purchasing

How to Use Scores

  1. Navigate to Vendor Sales Intelligence from your dashboard
  2. Filter schools by state, enrollment, or funding program
  3. Sort by Opportunity Score (highest first)
  4. Click any school to see the score breakdown by dimension
  5. Use the "Generate Outreach" button to create a personalized email sequence
Pro Tip

Combine Opportunity Score with Board Meeting Intelligence — schools where the board recently discussed curriculum or technology purchases often jump 15–20 points within a week.

Tier Access

Access by plan

Explorer Score visible on school profiles (top-line only)
Starter Full score breakdown + filtering by tier
Professional Custom score weighting + batch export + API access
Business White-label scoring + team alerts + CRM sync

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