AI & Social Intelligence
How AI reads social behaviour at scale, and how to keep every Lead from Social privacy-compliant.
How AI Turns Social Communities into Qualified Leads
From a public Facebook group to a scored list your team can use: the four stages of social intelligence, explained in business language, with numbers from seven audiences in our s…
Reading a Community Before You Buy: The Public Signals Checklist
Before you spend a dollar on an audience, the community's public page tells you a lot. The nine signals our research team checks, with what they looked like across seven real grou…
Privacy-First Lead from Social: Consent, Compliance and Opt-Out
Social intelligence only works if people can trust it. The principles every team should follow when using a Lead from Social, and the main rules in Vietnam, Europe, Canada and the…
Five Things the Data Showed That the Community Names Did Not
A community's name is a hypothesis, not a fact. Five findings from our audience reviews where the profile data told a different story, and what each one means for targeting.
Why Social Data Has a Shelf Life (and How to Read Freshness)
Intent fades. A community that was buzzing last year may be silent today. How to read freshness from public signals, with posting rates and freshness scores from seven reviewed co…
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Start with the audiences already scored for your market, then let the AI Lead engine keep the pipeline full.