Lead Qualification

Also known as: sales qualification, lead scoring

Lead qualification is the process of evaluating whether a prospective customer matches the seller's ICP and is ready to buy. Qualification typically asks four questions: do they have the problem the product solves, do they have budget, do they have authority to buy, and is the timeline within reasonable reach. Frameworks like BANT and MEDDIC formalize the questions.

Qualification on inbound voice and email is a major application of AI — the agent can run the same qualification script every time without skipping questions, and the structured output writes directly into the CRM with consistent field values. Compared to humans who tend to skip awkward budget questions on a third of calls, the agent's consistency is a real lift.

The risk of over-formalized qualification is missing the relationship signal a human picks up — the prospect is testing you, the prospect's tone shifted when budget came up. AI qualification handles the structured part; humans should handle the judgment part. Routing qualified leads to a human within minutes is the standard pattern.