A WORKING RECORD · 2026EDAN YANG CN · EN
BRAND OPERATOR · SHENZHEN / GUANGZHOU

Edan Yang

Cross-disciplinary brand operator

Working on identifying what NOT to do under multi-constraint conditions — rarer than figuring out what to do, independent of budget scale.

01

Methodology

Brand-building Principles

Brand-building runs on different beliefs than marketing.
Four principles I keep returning to.

01

A brand is not content — a brand is a defined concept asset.

"Doing brand" is widely understood as "making content, producing assets, running campaigns." But a brand's actual core is an externally recognized, citable, retrievable concept asset. The former is traffic; the latter is inventory.

02

Cross-disciplinary construction is rarer than depth in a single field.

Most brand narratives circulate within the marketing-school loop of product–user–scenario. Bringing in resources from psychology, cognitive science, behavioral research, and work design — that's the scarce position. And scarcity is what gives pricing power.

03

A counter-consensus position matters more than incremental optimization.

Identifying "what NOT to do" under multi-constraint conditions is rarer than figuring out "what to do" — and doesn't depend on budget scale. Choosing not to do A when everyone else is doing A doesn't take cleverness. It takes judgment density.

04

In the AI era, brand assets are retrievable concept origins.

Over the next 3–5 years, the real distribution channel for brand content won't just be social media algorithms — it'll be generative AI systems. Schema.org DefinedTerm, hreflang, Article Schema — these technical details determine whether a brand's concepts enter the AI's "verified concept origin" layer.

02

Case Study

2026.01 — 2026.06
MUKIYA · Chinese Cross-Border 3C / Work Systems
Mukiya
Brand & Marketing Lead

First time as an independent brand lead — taking a Chinese cross-border 3C brand from 0 to 1, owning brand strategy, content methodology, and full campaign architecture.

Four Counter-consensus Decisions
JUDGMENT 01
No price war

Refuse the Anker / UGREEN red ocean. Target the MOFT / Twelve South audience instead — aesthetic value first, price sensitivity second.

JUDGMENT 02
Focus on hybrid workers

Reject the traditional "broad reach to build mindshare" playbook. Build precision content at the mindshare stage instead of category-education advertising.

JUDGMENT 03
Name the pain

Identify a genuinely scarce brand-narrative position under multi-constraint conditions — providing a defined language for "the invisible cost."

JUDGMENT 04
Cross-disciplinary build

Integrate psychology, cognitive science, and work design into the brand narrative — break out of the product–user–scenario marketing-school loop.

Three Core Deliverables
A · CONCEPT
Mother concept system

Original concept Decision Tax of Setup + 3 interconnected sub-terms. Deployed as Schema.org DefinedTerm structure, entering the AI-era "defined-term origin" layer.

B · TOOL
Interactive diagnostic

Converts the abstract concept into individually measurable values. 4-tier classification + recovery time recommendation. Available on the dedicated tool page.

C · COLLAB
Expert collaboration

Collaborated with a UK-based domain expert. The collaboration sits on the brand's official site as international credibility. PR matrix + creator content forms a retrievable asset network.

Work Safe Work Smart · 2026.04 Campaign

Built around the ILO World Day for Safety and Health at Work (Apr 28), led with the original concept Decision Tax of Setup, pairing a UK ergonomics expert with a creator matrix and PR to cold-start both the brand and a zero-follower account 0→1 — turning the invisible cost of work into a brand narrative that is searchable and structured for AI retrieval.

$5.94
Weighted CPMIndustry $8–15 · −25–60%
5.66%
Creator ERIndustry 1.5–3% · 2–3× higher
Google brand-term clicksconcept terms indexed
03

Concept System · Decision Tax of Setup

A Working Vocabulary
Proposed by Edan Yang · 2026.02  ·  First Published at Mukiya · 2026.04

A named pain is easier to discuss, cite, and remember than an unnamed one.

CORE TERM
Decision Tax of Setup

The cognitive surcharge levied on every act of mobile work — paid in fragments, spent before any task begins.

Every act of mobile work begins with a hidden ledger entry — small decisions, position adjustments, environmental rebuilding — paid in fragments before the actual task starts.

SUB-TERM 01
Work Noise

Everything in modern work that is not the work itself — notifications, device switches, context jumps, friction between applications.

Modern work is increasingly composed of things that aren't the work — sounds, switches, jumps, friction. Not the content of work, but the energy of work.

SUB-TERM 02
Setup Fatigue

The hidden cost of rebuilding a complete work system (screen, power, device positioning, posture) each time the environment changes.

This fatigue accumulates 1.5–2× faster than task-driven fatigue, but rarely shows up in any cost ledger.

SUB-TERM 03
Cognitive Load Check

A method that converts the abstract cognitive load into individually measurable values across four tiers.

Based on (tools used today × deep problems tackled today), it outputs a 4-tier load classification with corresponding recovery recommendations. Interactive tool below.

AI-RETRIEVAL STRUCTURE
Schema.org DefinedTerm · JSON-LD deployment

The full term set is deployed at the page layer as Schema.org DefinedTerm — designed to be retrievable by ChatGPT, Perplexity, Claude, and other generative AI systems as a defined-source vocabulary for this topic area. Author attribution (creator: Edan Yang) and timestamps are deployed alongside.

{
  "@type": "DefinedTermSet",
  "name": "Decision Tax of Setup · Brand Glossary",
  "creator": "Edan Yang",
  "dateCreated": "2026-02",
  "datePublished": "2026-04"
}
04

Interactive Tool · separate page →

INTERACTIVE TOOL · SEPARATE PAGE
05

Decision Skill · separate page →

DECISION SKILL · SEPARATE PAGE
06

Long-form & Archive

Writings · PDF · Casebook
Decision Tax of Setup · Concept Framework PDF
A4 · 2 PAGES · EN/CN
CONCEPT FRAMEWORK · PUBLIC

Decision Tax of Setup
— Concept Framework

Complete concept system (mother concept + 3 sub-terms), interactive diagnostic notes, Schema.org JSON-LD structure example, AI-retrieval layer notes. A4 bilingual one-pager (CN + EN), in the steel-blue editorial style.

Designed for sharing with overseas experts, peers, and clients as a portable concept artifact.

LINKEDIN LONG-FORM SERIES · DECISION TAX

From 2026.05 · Bilingual · Ongoing · Latest first

03 2026.05.26

I built a skill to actually land your judgment

A 61-page work post-mortem, three judgment systems, two mid-meeting exits. Distilling one failure into a reusable skill — Decision Translation. Delivery is not closing. Advance is.

Read on LinkedIn →
02 2026.05.22

You're not tired. You're paying for the addition era.

Unpacking the first sub-term Setup Fatigue · introducing "addition era → subtraction era" as a structural frame · grounded in Cowan / Leroy / Mark · proposing "subtraction isn't cutting, it's returning decision rights to users."

Read on LinkedIn →
01 2026.05

Notes on a class of overseas brand-building

Working notes on "concept assets" as a form of brand asset — observed from Notion, Muji, Aesop, Calm. First introduction of the Decision Tax of Setup concept.

Read on LinkedIn →
CASEBOOK

Mukiya Operations Casebook · 15-page PDF

A 15-page internal record — the decision-flow timeline of taking Mukiya from 0 to 1, four counter-consensus strategic judgments in detail, overseas paradigm references, and verifiable anchor points for reverse due-diligence. Not publicly released.

View the data →
A FEW QUESTIONS I'M SITTING WITH
What's the real difference between agency-side and brand-side?
Why GMV growth doesn't equal brand growth.
Where the real gap sits — concept assets in Chinese cross-border DTC.

Sitting with these. No deadline, no promise.

ABOUT

Background & cross-disciplinary path

From front-line sales to Google's Cross-Border Experience Center · from agency-side at NotJustAgency to brand-side at Mukiya.