Product Qualified Lead Scoring Architect
Design product-qualified lead scoring with fit, activation, usage, intent, account context, thresholds, routing, decay, and validation.
Product Qualified Lead Scoring Architect is a free AI skill for revenue & sales systems. Design product-qualified lead scoring with fit, activation, usage, intent, account context, thresholds, routing, decay, and validation. It works with Claude, ChatGPT and is ready to use out of the box.
About this skill
Design product-qualified lead scoring with fit, activation, usage, intent, account context, thresholds, routing, decay, and validation. It uses a structured workflow, labels assumptions, and produces implementation-ready guidance with ownership, controls, edge cases, and validation.
What it does
The skill analyzes goals, users, evidence, workflows, dependencies, constraints, and risks; converts them into a practical operating model; and produces explicit rules, responsibilities, exceptions, controls, tests, and rollout guidance.
What is included
- Scoring context
- Ideal-customer fit
- Behavior and activation signals
- Intent and account signals
- Score model
- Thresholds and decay
- Routing and ownership
- False-positive controls
How to use it
1. Download the product-qualified-lead-scoring-architect-SKILL.md file 2. Upload it to your AI, operational, or project workspace 3. Provide the current process, users, goals, evidence, and constraints 4. Add ownership, approval, risk, and implementation requirements 5. Use the output for design, review, testing, or rollout
Examples
Create a PQL model for a SaaS product using workspace creation, integrations, team invitations, usage depth, plan limits, and company fit.
A complete professional deliverable with context, decisions, ownership, workflows, edge cases, risks, controls, validation criteria, and an implementation roadmap.
FAQ
What is this skill for?
Will it invent facts or results?
Can it improve an existing process?
Does it include edge cases?
Can it assign ownership?
How is this different from generic advice?
Related Skills
Sales Pipeline System Designer
Design a clear, measurable sales pipeline with stages, qualification rules, handoffs, follow-up logic, and reporting metrics.
Customer Expansion Opportunity Scoring Architect
Score customer expansion opportunities using usage, adoption, outcomes, team growth, limits, fit, timing, risk, ownership, and validation.
Lead Routing and Response SLA Architect
Design lead routing with qualification, territories, ownership, priorities, response SLAs, fallback, reassignment, and reporting.