The Human Factor Index

The Instrument Built to Measure the Distance Between Your Brand and the Humans You Serve.

The Human Factor Index is the framework we built to measure human connection and turn it into something a business can actually work with. It gives your brand a score, and more importantly, it shows you exactly where the gap between your brand and your customer lives, why it is there, and what to do about it. A number you can move, and a roadmap for moving it.

HFI Diagnostic Report Huemanly — Human Factor Index — CPEX Framework v2.1
Organization B2C Brand — Identity Redacted
61/100
Developing — Transition Risk

Foundational Strength. Real Gaps.

Strong Connection and Experience. Perception and Engagement signal vulnerability as the brand evolves. Designed to move to 78+ through the engagement.

Protecting Margin (70–100)
Creating Vulnerability (40–69)
Actively Costing Money (0–39)
CConnection
74Protecting
PPerception
52Vulnerable
EEngagement
58Vulnerable
XExperience
71Protecting
Diagnosis

The brand is built on a foundation most organizations spend decades creating. Genuine Connection and Experience that over-delivers. That equity is real — and fragile at this moment. The Perception gap is the most urgent risk.

2026 Priorities
  • 01Close the Perception gap before pricing changes are communicated externally.
  • 02Activate the engagement infrastructure to capture earned loyalty.
  • 03Define the Experience promise before marketing accelerates.
Why This Needed to Exist

Human Connection Shapes Every Outcome a Brand Cares About. It Deserves a Way to Be Measured.

Every metric a business watches sits downstream of something simpler. When customers feel genuinely understood by a brand, they return more often, pay more, recommend more, and stay longer. When that connection weakens, every KPI eventually reflects it. For decades, that upstream signal has lived in feelings and anecdotes rather than in measurement, which meant leadership had no way to act on it directly.

The Human Factor Index changes that. It gives human connection the same standing as revenue and margin, measured with the same rigor, tracked with the same consistency. Not as a replacement for the numbers leadership already watches, but as the signal that sits underneath them, shaping whether they rise or fall.

How the Framework Measures

Four Dimensions. One Number. Grounded in What People Actually Do.

The framework measures four dimensions of the brand-human relationship. Connection reflects the depth of loyalty beneath the surface of any survey response. Perception reflects how your brand is understood by the people living with it. Engagement reflects the active, effortful choices customers make in your favor. Experience reflects the quality of what they live through at every point of contact. Together, these four dimensions describe almost everything that matters about how a brand and its customers relate.

Each dimension draws from a weighted blend of evidence, with behavioral signals carrying the most weight throughout. What people do, how often, in what pattern, and under what circumstances, tells a more honest story than what they report when asked directly. The result is a single composite score paired with a clear read of what is shaping it.

CPEX FRAMEWORK

Perception

The gap between the brand you believe you've built and the one your customers are actually describing to each other.

30%

Experience

The quality of what customers actually live through at every point of contact with your brand.

30%

Connection

The real depth of the relationship beneath the surface of what any survey would capture.

25%

Engagement

The pattern of people actively and repeatedly choosing your brand in ways that require real effort.

15%
Data Sources by Dimension

Every input is weighted according to how reliably it predicts outcomes. Behavioral signals carry the most weight throughout.

25%01 — Connection

Connection

Loyalty is something customers show you, not something they tell you. Connection reads the patterns — how consistently they return, whether they bring others, whether they come back after a gap without being prompted.

CRM Behavioral Loyalty — 40%Social Listening — 20%Semantic Review Analysis — 20%Reactivation & Lapse Behavior — 10%Survey Data — 10%
30%02 — Perception

Perception

Built almost entirely on what the market says about your brand when nobody from your organization is in the room. It measures the distance between the brand you believe you've built and the one your customers are actually experiencing.

Review Data — 50%Share of Voice — 30%Focus Groups — 10%Survey Data — 10%
15%03 — Engagement

Engagement

Not reach, not impressions, not follower counts. Engagement measures what customers are willing to do — the pattern of actively and repeatedly choosing your brand in ways that require real effort and real intent.

Social Data — 30%Loyalty Participation — 30%Google Analytics — 10%Heat Mapping — 10%Email Behavior — 10%Personalized Outreach Response — 10%
30%04 — Experience

Experience

Everything your brand does leads here. Experience scores the quality of what your customers actually live through at every point of contact, and how the brand responds when something falls short.

Response Handling — 40%Customer Effort Data — 20%Post-Experience Surveys — 20%Heat Mapping — 10% optionalFocus Groups — 10% optional

Perception and Experience carry the highest combined weight because together they bracket the revenue moment. Connection and Engagement tend to deepen naturally when those two are working well.

Coming Soon The HFI SaaS Platform Get Early Access
Reading the Score

Five Bands. Each One Tells a Story About Where the Brand Stands.

The composite score sits on a five-band scale so leadership can orient quickly. The bands are not just labels. Each one describes a specific state of the brand-human relationship, and each one carries a different implication for urgency, investment, and what the work ahead should look like.

0 – 40

Critical

The relationship is under serious strain. The financial impact is already present, even if it hasn't fully shown up in the data yet.

41 – 55

Vulnerable

Real gaps exist and they're actively costing the business. The brand is working against itself in enough places that the momentum is in the wrong direction.

56 – 70

Developing

Something genuine is there. The connection is real but isn't being fully captured or leveraged yet. This is where most brands live, and where the highest-impact work gets done.

71 – 85

Connected

The human foundation is solid and it's working. Specific opportunities to move the score remain, and at this level moving it tends to produce meaningful financial results.

86 – 100

Exceptional

The brand-consumer relationship is operating at a level most brands never reach. Deep, consistent connection that creates measurable competitive distance.

Reading a Real Baseline

What an HFI Baseline Actually Tells You. A Walkthrough.

A score on its own is just a number. What makes the HFI useful is the story it lets you read underneath. The baseline below is from a real engagement with a multi-location regional brand, with identity anonymized. Walk through it the way leadership would in a first review, and the shape of the diagnostic starts to come clear.

Illustrative Baseline Assessment

Regional Fast Casual Brand — Multi-Location

65.0

Composite HFI Score — Developing
Connection

72.1

25% composite weight
Perception

64.2

30% composite weight
Engagement

49.8

15% composite weight
Experience

66.0

30% composite weight

A 65 tells a specific story. Connection at 72.1 is the brand's genuine strength — customers are emotionally attached and the loyalty is real. What's holding the composite down is two fixable gaps. Engagement at 49.8 reflects an absent loyalty infrastructure. The brand is earning goodwill it has no real system to capture. Perception at 64.2 tells a subtler story — customers feel what makes this brand different but can't quite put it into words, which quietly limits pricing power and referral behavior in ways that don't announce themselves loudly. Experience at 66.0 is the most financially urgent number on the page, because loyal customers are already adjusting their visit frequency in response to friction the response handling data and customer effort scores both confirm.

Where It Lives in an Engagement

The HFI Is Not a One-Time Snapshot. It Runs Through the Work.

Every Huemanly engagement begins with a baseline HFI score. That baseline is what everything else gets built from. The strategic positioning, the creative direction, the specific interventions we recommend, all of it traces back to what the diagnostic revealed and the dimensions it said needed to move.

Midway through the engagement, the HFI gets scored again, so we can see what is shifting and what is not. And at the close of the engagement, a final score confirms where the brand now stands and where the next chapter of the work should begin. A through-line, not a single measurement.

The Platform That Carries It Forward

A Diagnosis Starts the Work. Watching It Change Is How You Know It's Working.

Closing a human gap unfolds across quarters, shaped by every decision a brand makes about who it is talking to and how. The HFI platform turns the framework into a standing intelligence product, so your score becomes a metric leadership tracks continuously, alongside the financials. Five views, built around the questions leadership actually asks about the brand-human relationship.

Coming Soon

The HFI SaaS Platform Is in Active Development.

A small number of clients will have early access. If that's of interest, get in touch and we'll share the roadmap.

Request Early Access
app.huemanly.com  /  command-center

Command Center

Q1 2026 • CPEX v2.1
65.0
DevelopingHuman Factor Score

CPEX Breakdown

CConnection
72.1
PPerception
64.2
EEngagement
49.8
XExperience
66.0
▲ Critical Gap

Engagement — 49.8

Loyalty infrastructure absent. $42K–$68K estimated monthly revenue impact.

Perception Gap

Differentiation Untranslated

Customers feel the difference but can't articulate it, quietly limiting pricing power.

Diagnosis

Developing — 65.0

Genuine connection exists. Not being systematically captured or leveraged.

01 — Command Center

Composite Score + Diagnosis

Your composite score and a plain-language read of what's driving it, what's suppressing it, and where the most important gaps are right now.

02 — Revenue Alignment

Dimensions Tied to Financial Metrics

Each CPEX dimension mapped to the revenue, margin, and retention metrics it most directly influences. Brand health and business performance in the same conversation.

03 — Roadmap Engine

Prioritized Interventions by Impact

Specific recommendations ordered by estimated financial impact, so you can sequence investment based on what will actually move the number.

04 — Trend Engine

Longitudinal Score Movement

Your score tracked over time alongside the financial metrics it influences. The picture that turns the HFI from a snapshot into a leading indicator.

05 — Benchmarking

Category + Competitive Comparison

How your Human Factor Score compares against category clusters and competitors. An internal diagnostic becomes a competitive lens.

Coming Soon

Subscription Access

The platform is in active development. A small number of clients will have early access. If that's of interest, fill out the contact form and we'll be in touch.

Request Early Access

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