Buyer Problem
Generic contact forms collect messy demand: sales inquiries, support issues, job seekers, vendors, existing customers, spam, and partner notes arrive through the same pipe. If the form record cannot be classified and assigned cleanly, response speed does not matter because the wrong person owns the wrong conversation.
Baseline Metric
contact_form_assignable_lead_rate
Trigger
The workflow starts when a website form, landing page form, chat handoff, or inbound inquiry creates a new lead record that needs routing.
Evidence
form submission details, service or product requested, location, territory, or market, +5 more
AI Role
validated lead record with source attribution, owner assignment, urgency label, and follow-up task
Review
Intake reviews unclear consent, duplicate records, territory conflicts, high-value inquiries, existing-customer conflicts, and any first message that could create a promise.
Stop Rule
Pause when the workflow treats all contact submissions as leads.; duplicate or existing-account context is lost at intake.; route to Demand generation manager for review.
Measurement
contact_form_assignable_lead_rate: Share of website contact submissions that can be classified, deduplicated, matched to a customer or account if relevant, assigned to the correct owner, and given a next action without manual detective work.
Scale
Scale when qualified lead increase improves for two consecutive review cycles and exceptions stay controlled.
