DBM Scored Two Ways, and the Rubric Inventory

The comparison

Nuri's original five measure attention economies: content, narrative, distribution, community, monetization. Applied to a B2B industrial leader, they read a category-dominant company as barely present.

Nuri's original five · attention-stack

Limited Structural Presence

Content Strength20%30 Almost no proactive content; safety material is process language; no thought leadership.

Narrative Ownership20%35 Strong raw material (revenue lead, Schuff's ENR #1, the AI-infrastructure angle), but DBM tells none of it.

Distribution Power25%30 On Nuri's meaning, control of attention, DBM has almost none. Its physical footprint is not attention control.

Community Strength20%22 No fan or creator ecosystem, no public audience. The blue-chip GC relationships are real but private.

Monetization Infrastructure15%55 Financially strong ($1.21B revenue, $1.72B backlog), but almost none of it flows from attention.

DBM steel rubric · in the live report

52.5

Average

Competitive Position Clarity20%55 The revenue lead and the ENR ranking never appear on DBM's own sites.

Category Range20%52.5 DBM could describe itself several ways; it uses one, steel. Data-center language is 2 to 3% of its own sites.

Customer / Pipeline Diversity20%60 Top-two concentration 22.1%, 14 named end-markets, a blue-chip GC roster. Genuinely diversified.

Public Voice Density20%47.5 Almost no proactive public voice; the most important fact sits in a public filing.

Workforce Activation20%47.5 Real safety credentials, but the people never appear in the marketing.

Same company, same public evidence, a 19-point gap and two different bands. The steel rubric reads DBM fairly because it measures what builds advantage in construction. The attention-stack rubric does not, because DBM is not built for attention. That is why the ontology keeps a shared root and lets each vertical add its own dimensions.

Indicative scores, applied quickly from the report's public evidence. Not a full re-score. The live report and explainer are unchanged.

The published rubric inventory

Every scoring rubric Shur has actually shipped. Three canonical families, six bespoke ones. The dimensions diverge, not just the weights.

Family	Dimensions	Used for
A · Universal five	Awareness · Trust / Reputation · Mission Alignment · Differentiation · Loyalty / NPS (weights vary by vertical)	AHA, Fiserv, CBRE, ServiceTitan, Deckers, IES, etherFAX, Amazon Health, Apptronik, Hasbro, Futu, TruData, AXIV, Long-Zhu, AGD Foundation
B · Attention-stack five Nuri's original	Content Strength · Narrative Ownership · Distribution Power · Community Strength · Monetization Infrastructure	Micro-drama (MicroCo, ReelShort, DramaBox), K-Pop, ShurIQ self-score
C · Legacy six retired	Content & IP · Market Presence · Revenue & Funding · Growth Momentum · Technology · Brand & Cultural Impact	Original MicroCo model, migrated into Family B
D · Steel & construction bespoke	Competitive Position Clarity · Category Range · Customer / Pipeline Diversity · Public Voice Density · Workforce Activation (all 20%)	DBM Global (52.5). AGD Foundation v04 also uses this, conflicting with its nonprofit score.
E · Wine bespoke	Brand Distinctiveness & Narrative Ownership · Shelf & Visual Identity · Distribution & Channel · Loyalty & Occasion · Premiumization & Margin	Trinchero (20/20/25/20/15), SeaGlass (25/15/25/20/15, 51.0)
F · Prediction markets bespoke	Liquidity & Market Depth · Category & Brand Ownership · Distribution & Access · Trust & Resolution Integrity · Monetization & Network Effects	Polymarket, analyst lens (71.0)
G · Prediction markets, consumer bespoke	Brand Awareness & Sentiment · User Experience · Audience & Community · Trust & Safety · Access & Availability	Polymarket, consumer re-cut (58.4)
H · Co-viewing marketplace bespoke	Match Liquidity & Density · Habit & Retention Loop · Trust & Safety · Distribution & Platform Independence · Category & Wedge Ownership	ScreenTalk (31.0)
I · Careismatic pre-canonical	Multi-axis (Community, Quality, Awareness, Sustainability, Innovation, Distribution, Loyalty, Trust); no formal weights	Careismatic, February 2026 gap-finder

What to reconcile

Same weights, different names

Industrial holding and consumer wealth-tech are both 15/30/15/25/15. Fintech and commercial real estate are both 25/25/15/20/15.

Same dimension, different labels

Awareness vs. Recognition (AXIV). Mission Alignment vs. Mission Clarity (Fiserv). Category Range vs. Category Frame Multiplicity (DBM profile). Pick one name each.

Clients scored two ways

AGD Foundation has a nonprofit score and a steel-rubric build. IES is scored on the universal five while DBM, same engagement, uses the steel rubric.

A banned word inside a dimension name

The DBM profile's "Category Frame Multiplicity" breaks the voice canon. The report and explainer already use "Category Range," which is the name to keep.

A structure to work from

A starting shape, to accept, change, or reject together. Three layers.

Root. One idea: a dimension is a named, 0-to-100, evidence-backed measure of one part of a brand's structural position. Every family is an instance of this.
Dimension registry. One flat list of every distinct dimension, each with one canonical name, a plain definition, its observable inputs, and its structural inputs. Deduplicate here; label drift resolves here.
Vertical rubrics. Each vertical is a choice of five dimensions from the registry, a weight profile, and a band scale. Reuse registry dimensions wherever they fit; add a custom one only when the vertical measures something none of them name.

The rule for a custom dimension: reuse unless the vertical measures something new. DBM's Workforce Activation and ScreenTalk's Match Liquidity are genuine additions. AXIV's "Recognition" is Awareness renamed, and folds back.