Community Intelligence
Know How Communities Will Respond Before You Commit
Demographics tell you who lives somewhere. Community Intelligence tells you what happens next—how people respond to change, where trust flows, and what makes initiatives succeed or fail.
A Different Kind of Insight
Traditional analytics describe the present. We predict what's next.
Traditional Approach
Demographics tell you who lives there.
- Static snapshots of the past
- Assumes groups are uniform
- Can't predict response to change
- Describes current state only
Community Intelligence
We tell you how they'll respond.
- Dynamic behavioral patterns
- Reveals internal variation
- Predicts adoption and resistance
- Anticipates response to change
"Personal-level accuracy without personal-level data."
How It Works
Three layers that reveal the decision architecture of place.
Structure
The environmental reality. We measure 8 civic pillars—safety, governance, infrastructure, institutions, economy, education, health, connectivity—to understand what resources and systems communities build decisions on.
Alignment
How people's behavioral stances match their environment. We identify Guardians (who protect stability), Bridge Builders (who connect across difference), and Expanders (who push for openness). Every community has all three—the mix matters.
Trust Flow
Who trusts whom, and how influence actually moves. We map bonding trust (within groups) and bridging trust (across groups) to reveal where coalitions form—and where resistance emerges.
What You Get
Not more data. Clearer decisions.
Know Where to Focus
Stop spreading resources thin. See which communities are ready for engagement—and which need a different approach.
Move Faster with Confidence
Reduce the guesswork in community-facing decisions. Understand behavioral dynamics before you commit resources.
See Resistance Early
Identify where opposition is likely to emerge—and why—before it mobilizes. Adjust strategy proactively.
Find the Right Messengers
Discover who communities actually trust. Activate authentic influencers instead of guessing at outreach.
Hyper-Local Precision
Neighborhood-level insight, not county averages. See the variation that aggregated data hides.
Privacy-First by Design
No PII. No surveillance. No demographic profiling. Behavioral patterns without personal data.
Use Cases
Community Intelligence applied to high-stakes decisions.
Government & Policy
Know which communities are ready for new initiatives—and which need a different approach before you launch.
The Challenge
Policy rollouts that stall or backfire
New programs often face unexpected resistance—not because the policy is wrong, but because the rollout didn't account for how communities actually make decisions.
What CI Reveals
"This district has high Guardian presence. They'll support the initiative once they see it's been tested elsewhere. Lead with pilot results, not innovation messaging."
The Challenge
Resource allocation that misses the mark
Programs designed for "underserved communities" often fail because they treat demographics as destiny—ignoring behavioral readiness.
What CI Reveals
"These two neighborhoods look similar on paper, but one has high bridging trust—resources placed there will spread. The other needs messenger activation first."
Healthcare & Public Health
Site services and design interventions based on behavioral reality—not just need and access.
The Challenge
Clinics that underperform despite clear need
Healthcare utilization often falls short of projections—not because services aren't needed, but because trust barriers weren't understood.
What CI Reveals
"This community has high bonding trust within ethnic networks but low trust in institutions. A traditional clinic model will underperform. Partner with three community organizations already inside the trust network."
The Challenge
Vaccine and treatment adoption
Public health campaigns often fail to reach certain populations—not because of misinformation alone, but because they don't understand how trust moves through communities. It's not just about messaging—it's about sequence. Who goes first matters.
What CI Reveals
"Hesitancy here isn't ideological—it's trust-based. This Guardian-dominant community with high family bonding won't respond to institutional campaigns. They need to see trusted peers adopt first. Activate these faith network connectors and adoption follows."
Real Estate & Development
De-risk community-facing investments by understanding behavioral dynamics before you break ground.
The Challenge
Projects delayed by unexpected opposition
Permitting fights and community resistance can add years and millions to development timelines—often catching teams off guard.
What CI Reveals
"Opposition is concentrated in three blocks with high bonding trust but low bridging trust. They're not opposed to development—they're opposed to being surprised. Early engagement with two specific community anchors changes the dynamic."
The Challenge
Market selection beyond demographics
Two markets with similar income and growth metrics can perform very differently based on community cohesion and stability.
What CI Reveals
"Market A shows early signs of brittleness—stance imbalance and declining bridge builder presence. Market B has similar demographics but stronger cohesion signals. Adjust your 10-year projections accordingly."
Insurance & Risk
Assess community resilience and behavioral risk factors that traditional actuarial models miss.
The Challenge
Claims that spike beyond modeled expectations
Two areas with similar physical risk profiles can have very different claim outcomes based on community cohesion and collective response.
What CI Reveals
"Community A has high cohesion and mutual aid networks—post-event claims will cluster around infrastructure. Community B shows brittleness signals—expect higher individual claims and longer recovery timelines."
The Challenge
Preparedness program adoption
Risk mitigation programs often see low uptake in the communities that need them most. Don't be fooled by affluence—wealthy neighborhoods can have low bridging trust. Readiness isn't about income, it's about willingness to work across neighborhood lines.
What CI Reveals
"Low adoption isn't apathy—it's messenger mismatch. This community has high bonding trust internally but low trust mobility across neighborhoods. Activate these three cross-boundary connectors and adoption triples."
Education
Find families whose values align with your institution—beyond demographics and test scores.
The Challenge
Enrollment that doesn't stick
Schools invest heavily in recruitment, but many families don't persist—not because of dissatisfaction, but because of values confusion. Families oriented toward growth seek different things than those oriented toward conservation. When the school's stance doesn't match the family's, attrition follows.
What CI Reveals
"Your strongest retention is in families with Bridge Builder profiles—they value your emphasis on diverse perspectives. These 12 zip codes over-index for that profile. Shift recruitment spend accordingly."
The Challenge
Positioning that attracts the wrong families
Schools that refuse to clarify who they're for end up attracting families who leave. Vague positioning feels safe, but it creates churn. Clear values—even polarizing ones—attract aligned families who stay.
What CI Reveals
"Your messaging implies structure and guardrails, but your actual community values freedom to explore. That mismatch is driving transfers. Reposition around choice and self-direction—you'll attract fewer applicants but higher retention."
Civic Campaigns
Find the moveable middle and the messengers who can actually move them.
The Challenge
Persuasion spend that doesn't persuade
Campaigns often target based on demographics and past voting—missing the behavioral dynamics that determine who's actually persuadable.
What CI Reveals
"The 12-18% who decide this race aren't defined by party registration. They're high-CFI Bridge Builders who respond to authenticity over ideology. Here's where they cluster and what messages resonate."
The Challenge
Coalition building that fragments under pressure
Coalitions assembled on paper often fall apart when the campaign gets hard—because they were built on shared positions, not shared values.
What CI Reveals
"These two groups align on this issue but have fundamentally different stances—Guardian vs. Expander. Under pressure, they'll fracture. Build messaging that speaks to their shared underlying concern, not the policy position."
Environmental & Conservation
Design nature-based solutions that communities will actually steward—not just tolerate.
The Challenge
Conservation projects that lose community support
Restoration and conservation initiatives often face resistance—not because communities oppose nature, but because they weren't brought into the process correctly.
What CI Reveals
"This community has Guardian-dominant profiles with high place attachment. Lead with heritage and stewardship framing, not climate urgency. Partner with the historical society and the fishing club—they're the trust anchors."
The Challenge
Brownfield redevelopment stalls
Converting underutilized land into community assets requires buy-in that zoning alone can't deliver.
What CI Reveals
"Adjacent neighborhoods have different stances—one sees opportunity, one sees threat. Sequence engagement starting with the opportunity-oriented community; their adoption signals safety to the other."
Impact Investment
Assess community readiness and alignment before capital deployment—not after.
The Challenge
Impact investments that don't land
Capital deployed into communities without understanding behavioral dynamics often underperforms—not because the thesis was wrong, but because adoption was harder than expected.
What CI Reveals
"This market looks promising on paper, but shows low bridging trust—outside capital will face friction. This adjacent market has similar fundamentals but higher trust mobility. Redirect or plan for longer runway."
The Challenge
Portfolio companies struggling with community relations
Investments in community-facing businesses often stumble on local dynamics that weren't visible in diligence.
What CI Reveals
"The resistance isn't about your portfolio company—it's spillover from a previous development that broke trust. You need a repair strategy before a growth strategy. Here are the three relationships to rebuild first."
Common Questions
What Community Intelligence is—and isn't.
"We already do community engagement."
CI doesn't replace engagement—it focuses it.
Town halls and surveys tell you what people say. CI tells you how they'll actually behave. Use it to know where engagement will land—and where you're wasting effort.
"This sounds like surveillance."
We're blind by design.
No PII. No demographics. No tracking. We analyze behavioral patterns at the neighborhood level—never individuals. You can't misuse data that doesn't exist.
"We're drowning in data already."
We don't give you dashboards. We give you decisions.
CI isn't another data feed to interpret. We surface the 3-5 insights that matter for your specific situation. Clarity, not volume.
"Where are your case studies?"
We're building proof points with early partners.
We're selective about who we work with. If you want to help prove this works—and get early access to the methodology—we should talk.
"Does this replace my team's expertise?"
It amplifies it.
Your team knows how to engage communities. CI tells them where to focus that expertise—so they spend time on strategy, not guesswork.
"What do I actually get?"
A clear picture of behavioral reality.
Depending on your needs: a 15-20 page assessment with neighborhood maps and strategic recommendations, a focused brief, or ongoing quarterly intelligence.
What You Receive
Flexible formats based on what you need.
Community Assessment
A 15-20 page deep-dive into a specific geography. Neighborhood-level maps, alignment scoring, trust flow analysis, and 5 strategic recommendations.
Strategic Brief
A focused 5-page document for a specific initiative. Where to engage, who to activate, what resistance to expect, and how to sequence your approach.
Ongoing Intelligence
Quarterly updates on community dynamics. Early warning when conditions shift, with specific recommendations for adapting your strategy.
Privacy-First by Design
We built Cohera to be blind to individual identities. You can't misuse data that doesn't exist.
- No names, addresses, or personal identifiers
- No demographic profiling of individuals
- No social media scraping or surveillance
- No cookies, browsing history, or ad tracking
- Behavioral patterns at the community level only
Tell Us What You're Trying to Solve
We'll show you what Community Intelligence reveals—and whether we're the right fit.
Start a ConversationOr reach out directly: kevin@rfutr.com · (202) 415-5717
We take 2-3 new engagements per quarter.
The Power of Community
