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sumble-people-scoring

Generate a people-scoring web app from Sumble data and ICP criteria.

12|1|Updated Jun 3, 2026
Search Tags:#lead scoring#customer segmentation#sales prospecting#people scoring#Sumble data
One-click install
npx skills add https://github.com/SumbleData/sumble-skills --skill sumble-people-scoring
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sumble-people-scoring
Source: https://github.com/SumbleData/sumble-skills/tree/main/skills/sumble-people-scoring
Command: npx skills add https://github.com/SumbleData/sumble-skills --skill sumble-people-scoring

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires sumble-mcp, SUMBLE_API_KEY, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill allows you to create a people-scoring web app that analyzes your ideal buyer profile and generates a score for individuals based on job function, seniority, skills, and other criteria.

Core Features & Use Cases

  • ICP Analysis: Define your Ideal Customer Profile (ICP) and calibrate the scoring app.
  • Scoring: Score individuals based on their alignment with your ICP.
  • Evaluation: Evaluate and fine-tune the scoring factors with real-world data.
  • Use Case: Suppose you want to identify the most relevant leads for a marketing campaign. You can use this Skill to score potential leads based on their profile data and identify those most likely to engage with your campaign.

Quick Start

Run the people-scoring skill and follow the prompts to define your ICP and calibrate the scoring app. Provide the necessary data to generate a people score for your target leads.

Frequently Asked Questions about sumble-people-scoring

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I score sales leads based on job function and seniority?▼

Lead scoring for sales prospecting works by analyzing user-defined Ideal Customer Profiles and evaluating individuals against criteria like job function, seniority, and skills. You calibrate the scoring app with your ICP to generate relevance scores for potential leads.

What's the best way to build a people-scoring app for customer segmentation?▼

Building a people-scoring app for customer segmentation involves calibrating an Ideal Customer Profile against Sumble data to evaluate individuals. You define your ICP criteria, and the app generates scores based on alignment with those factors.

Do I need a Python environment and API key to score leads with Sumble data?▼

Yes, scoring leads with Sumble data requires a Python environment and a valid Sumble API key. The app depends on the sumble-mcp integration and proper API authentication to fetch profile data and generate scores.

Can I fine-tune lead scoring factors using my own Ideal Customer Profile?▼

Yes, you can fine-tune lead scoring factors by defining your Ideal Customer Profile within the app. The evaluation feature lets you adjust scoring criteria based on job function, seniority, and skills using real-world Sumble data.

How does people scoring improve sales prospecting outcomes?▼

People scoring improves sales prospecting by ranking individuals against your Ideal Customer Profile criteria. This targeted approach identifies leads most likely to convert, improving campaign efficiency and engagement rates.

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