C-DID - The Digital Twin of your Community

The Community-DID (C-DID) is the foundation of the Community Intelligence Engine. It's your community’s digital twin and the connective tissue between members, brands, and behavior.

Instead of scattered data across Discord, Telegram, X, event sheets, and CRMs, C-DID unifies all interactions into one structured intelligence layer. It aggregates all member AI-DIDs (individual identities) along with the reputation of the community and brand itself, forming a data-rich and trust-verified network fingerprint.

How it works

• Unified Data Graph: Aggregates social, behavioral, and on-chain activity across multiple touchpoints into an interoperable model.

• Member Profiling: Maps each member’s role, contribution, frequency, and influence network.

• Trust & Authenticity Layer: Filters bots, fake accounts, and inflated metrics through the AI-DID verification system.

What this enables

• Gain a 360° understanding of your community: who your top 1% advocates are, which segments are slipping, and who’s quietly converting.

• Build data-backed strategies that align incentives with verified contributions.

• Replace vanity metrics (likes, followers) with real indicators of community health such as retention, trust, and influence density.

Sentiment Analysis — Listening at Scale, Acting with Precision

The CIE continuously monitors and interprets community sentiment across all platforms. It detects emerging topics, identifies advocates and detractors, and helps teams act before small signals turn into crises.

Features

• Topic Detection: Surfaces trending discussion threads and clusters.

• Emotional Tone Mapping: Tracks shifts in excitement, curiosity, frustration, or hype.

• Campaign Monitoring: Measures how sentiment evolves before, during, and after launches.

Business Benefits

• Detect early warning signals of sentiment shifts before they escalate.

• Identify authentic advocates and nurture them.

• Optimize launch strategies and communications based on emotional intelligence, not assumptions.

Funnel Mapping & Targeted Campaigns

CIE positions every member dynamically across the community engagement funnel: Awareness → Interest → Participation → Advocacy. It then recommends high-impact actions tailored to each stage.

Features

• Stage Mapping: Quantify which segments sit at each funnel stage.

• AI Campaign Suggestions: Identify campaigns most likely to drive progression, e.g. AMAs for Awareness or beta tests for Advocates.

• Segmented Messaging: Deliver the right message to the right persona, at the right moment.

Example CIE identifies 30 new power users converting followers into paid customers on Instagram. It flags them as high-conversion advocates, recommending a co-branded content campaign to increase exposure and reward loyalty.

Business Benefits

• Turn fragmented activity into predictable conversion pipelines.

• Measure ROI per funnel stage to identify which campaigns drive real growth.

• Scale advocate-led marketing that feels organic and credible.