Lead qualification (MQL/SQL)
The process of determining whether a lead is worth pursuing, commonly staged as a marketing-qualified lead (MQL) that shows interest and a sales-qualified lead (SQL) that sales has validated as a real opportunity.
In more detail
Lead qualification is the filtering that separates leads worth pursuing from the rest. It is usually staged: a marketing-qualified lead has shown enough interest and fit to be worth sales attention, and a sales-qualified lead is one a rep has validated as a genuine opportunity worth working. The stages create a shared language for hand-off between marketing and sales.
The friction is usually at the boundary. Marketing and sales frequently disagree about what makes a lead ready, and a mismatch, marketing passing leads sales considers junk, or sales ignoring good ones, wastes effort and breeds distrust. Clear, agreed qualification criteria are what make the hand-off work.
Where this shows up at Ceven
Ceven can automate qualification as a workflow, applying agreed criteria and using AI steps to judge the fuzzy cases that rigid rules cannot, then routing qualified leads onward. It acts across the customer's own marketing and sales systems rather than replacing them, so the CRM stays the system of record and the qualification logic is captured in the audit trail.