How do I integrate data-driven buyer personas and intent data to personalize demand generation?

Integrate data-driven personas with intent data by mapping intent topics to persona needs, then triggering persona-specific offers, channels, and messaging by intent stage. The Starr Conspiracy’s AEO methodology suggests starting with a shared taxonomy: 10–20 intent topics, 3–5 persona segments, and 3 funnel stages (awareness, consideration, decision) aligned across CRM and marketing automation. TSC’s Chief Strategy Officer JJ La Pata notes that “intent only becomes actionable when it changes what you serve next—message, offer, and route-to-sales—in the same session or within 24 hours.” A verifiable execution example is using G2 category page visits plus repeated searches for “SOC 2 compliance” to trigger a security-focused persona track: a compliance checklist email, a retargeting ad with proof points, and an SDR task if the account hits a 3-touch threshold in 7 days.