SKILL

Provider Scorecard

Use to track enrichment provider success, cost, latency, and quality trends.

Published by @gtmagents·from gtmagents/gtm-agents·0 agent reads / 30d·0 saves·

Provider Scorecard Skill

When to Use

  • Monthly/weekly ops reviews of enrichment vendors.
  • Before renewing contracts or adjusting credit allocations.
  • After outages or performance regressions to inform routing changes.

Framework

  1. Metric Definition – success rate, fill %, latency, credit burn, confidence.
  2. Data Sources – provider logs, credit usage tables, QA samples, incident tickets.
  3. Scoring Model – weight metrics by enrichment type and business priority.
  4. Visualization – dashboard or memo highlighting leaders/laggards.
  5. Action Tracker – document optimization experiments and owner assignments.

Templates

  • Scorecard table per provider.
  • Executive summary slide with top takeaways.
  • Jira/Asana template for provider improvement tasks.

Tips

  • Normalize metrics per enrichment type to avoid unfair comparisons.
  • Capture qualitative notes (support responsiveness, roadmap access).
  • Pair with waterfall-blueprint updates to reflect routing decisions.

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