lead qualification scoring agent

The problem

Sales teams and founders often waste hours chasing prospects who lack the budget or authority to buy. Without a consistent way to separate high-intent signals from noise, pipelines become bloated with leads that never close.

What it does

• Qualifies leads against a structured 0-5 rubric covering fit, need, authority, and timing.
• Creates an evidence ledger to distinguish verified facts from assumptions and hypotheses.
• Calculates a data confidence score to highlight where you are guessing versus where you have proof.
• Generates a specific validation plan to resolve high-impact uncertainties with low-cost tests.
• Ranks leads to identify exactly which prospect should be contacted first based on economic fit.

Why this beats prompting it yourself

General LLMs often suffer from "optimism bias," treating every lead as a great opportunity. This skill enforces an analytically strict quality gate and an evidence-based ledger that prevents the agent from inventing market data or ignoring disqualifiers. It transforms vague lead descriptions into a prioritized action plan with clear "Pass/Fail" signals for your next outreach.

Use cases

• Prioritizing a list of inbound demo requests to focus on high-value accounts.
• Auditing an agency sales pipeline to identify which deals are stalled due to lack of authority.
• Scoring cold outreach prospects based on firmographic fit and recent timing signals.
• Determining the cheapest way to validate a lead's problem evidence before a discovery call.

Known limitations

Cannot access live CRM data, LinkedIn profiles, or private databases without authorized external tools. Does not provide legal or regulated financial advice.