CommunityOS

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CommunityOS is a community intelligence and activation platform for X (Twitter) audiences. It scans a brand's followers and runs a pre-scoring Bot-Kill layer to remove bots and inauthentic accounts. Every remaining real account is scored by a deterministic engine — 60% linguistic features, 40% normalized vanity metrics — so the same inputs always produce the same result. Accounts are sorted into four archetypes (Champion, Amplifier, Builder, Early Adopter) and surfaced as a ranked "Act Now" queue. Completed outreach missions pass through Proof Review before they count toward reporting. Built for brand, community, and agency teams that need defensible answers about who matters.