Email opening: "I pulled your Meta ad activity and noticed [specific observation — creative count, running duration, offer in copy]." Never open with your company or pitch. Phone: "I saw your [product] ad on Facebook last week — [specific detail]. That's what prompted me to reach out." The implied message: I'm an informed peer who looked at your actual marketing, not a cold caller with a list. Combine with the SearchAPI-sourced ad data for maximum specificity. Full framework at omnionlinestrategies.com/meta-ad-library-lead-qualifier.
B2B Outbound · Meta Ad Signal · Lead Qualification
What to Say When You Know a Prospect Is Spending on Facebook Ads

Sources & References
Meta: 10M+ businesses actively advertise — active ad spend is the most accessible real-time B2B buying intent signal
Meta
Gartner: Intent-based B2B outreach converts at 3-5x the rate of demographic targeting
Gartner
Saleshandy: B2B cold email with active buying signal achieves 15-22% reply rates
Saleshandy
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