The Community AI Framework

A working map for community leaders and the executives they work with.

Community and AI are now interdependent. When someone asks an AI assistant a question about your product or your industry, the AI is reaching into community conversations to answer. Often yours. Most teams are not yet operating for this.

The Community AI Framework is the map for the work that follows. Built around a clear thesis: community is becoming an ingredient that shows up everywhere your customer experience is delivered, not a destination members go to. The companion worksheet takes you from scanning the framework to picking the one bet worth making in the next 90 days.

I built the framework in late 2025 and refined it with thirty senior community practitioners at the Structure.Community Winter Summit in February 2026. This is V4, and it is a living document. V5 ships later this year.

What's included

The Framework. Seven strategic domains, twenty functional areas, with use cases, stakeholder maps, technologies, and an honest maturity assessment for each.

The Opportunity Canvas. A three-step worksheet that takes you from map to move in a single sitting.

If you adapt it, build on it, or push back on it, I want to hear from you. bill.johnston@structure3c.com.

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Use license

Use freely. You are welcome to download, share, reference, adapt for your own strategic work, and use in internal conversations at your organization. If you want to build it into a paid offering, sell it, or present it as your own work, get in touch first. Attribution to Structure3C and a link back is appreciated when you reference it publicly.