Lead Attribution in the AI Search Era: Who Really Drove the Deal?

AI-assisted conversion often happens before a visitor lands on your site. Attribution therefore needs to combine visible traffic data with question-level monitoring and customer-reported context.

Why the old funnel breaks

• The decision may be shaped in ChatGPT, Doubao, Kimi, or another AI answer engine.
• Customers may arrive through branded search or direct traffic after AI has already framed the shortlist.
• Last-click attribution misses the source that actually changed the buyer’s mind.

Signals worth tracking

• Monitor brand mention rate and recommendation probability for priority questions.
• Add lightweight lead-source questions to forms and sales qualification.
• Review branded search, direct visits, and high-intent page views alongside AI visibility data.

Actionable takeaway

Use this article as a practical checklist: clarify the question customers ask, make the answer evidence-led, and connect the article to the service, case, FAQ, and monitoring pages that help AI systems understand the brand.