2025

Problem

Luxury sells objects. Gen Z buys belonging. The CRM was designed for an audience that wanted reminders, not relationships and it is now the most expensive way to lose a fan.

Solution

Miu Miu Land is a fan-native shopping experience: an AI sales layer that turns community emotion into commerce, without flattening either. The fan stays a fan. The brand becomes part of the fandom — instead of selling to it from outside.

Miu Miu Land

Product Thinking, UI/UX, Fandom Culture

2026 Design Engineer

Research

The funnel is empty. The fandom is full.

Gen Z already completes the entire purchase journey inside fan communities: discovery, social proof, decision, advocacy. Luxury is still emailing them about it.

01 · WHERE THEY ARE

97%

of Gen Z use social platforms as their primary source of shopping inspiration.

Source: EMARKETER · Sprout Social, 2024

02 · HOW THEY DECIDE

5.2×

higher conversion from micro-community recommendations than from traditional marketing.

Source: Digital Marketing Institute, 2025

03 · WHAT THEY VALUE

64%;

rank "alignment with personal values" above price: the highest of any generation on record.

Source: McKinsey Consumer Behavior Report, 2025

04 · WHAT'S AT STAKE

$12T

in projected Gen Z spending power by 2030, captured by whoever speaks the fandom's language first.

Source: NielsenIQ × World Data Lab, 2025

Demo

Three Tabs

Tab 1 · IDENTITY

Function: Style DNA from your archive

Value:

Scan your pieces, build your archive, earn your score. Three style dimensions emerge from how you actually dress — not from tags you'd pick for yourself. Your archive is the asset; your score is the position.

Caption: Identity is read, not declared.

Tab 2 · DROPS

Function: Score-gated, match-based access

Value:

Drops are not for everyone — they are for the score that fits. Your 847 unlocks the Wonyoung Edit at 98% match. Paris Runway waits at 1,200. Access is earned through identity, not entered through a checkout queue.

Caption: Match, not first-come.

Tab 3 · WARDROBE

Function: The Ghost Item Algorithm

Value:

Three formulas, three completion rates. The algorithm finds where your wardrobe is incomplete and suggests the one piece that closes the gap — not the bestseller, not the trending item. Style logic, not sales logic.

Caption: Not "buy more." "What's missing."

Featured Function

Miu Miu Land · Thesis
FIG. 04 / 04 · THESIS Miu Miu Land · Why AI changes e-commerce

Algorithms should serve identity, not extraction.

Traditional e-commerce was built to convert strangers into transactions. AI lets the system remember who they are — and grow with them. Miu Miu Land applies this shift across three architectural layers.

TRADITIONAL E-COMMERCE
built for the funnel
MIU MIU LAND
applied case
AI-DRIVEN E-COMMERCE
built for the loop
01 · IDENTITY
Romantic
Edgy
Classic
Self-tagged.
User picks labels.
Brand sorts them.
"Demographics, not behavior."
IDENTITY READER
847 Early Ambassador
Style DNA from your archive
Academic Prep · Balletcore · Industrial Fem
"You are what you've kept."
Behaviorally inferred.
System reads what you keep,
wear, and return to.
"Identity inferred, not declared."
02 · ACCESS
Mass newsletter.
Every subscriber sees
the same drop.
"First-come, first-served."
ACCESS ENGINE
98% match · Wonyoung Edit
Score-gated drops
847 unlocks one tier · 1,200+ unlocks the next
"Match, not first-come."
Score-gated, match-based.
Different identities see
different product universes.
"Scarcity moves to relationship."
03 · RECOMMENDATION
Bestseller list.
"You may also like..."
Whatever sells most, ranks first.
"Algorithm serves the brand."
WARDROBE LOGIC
94% match · Ghost Item
Industrial Fem 45% → 78%
Recommends what completes your formula
"Not buy more — fill the gap."
Formula completion.
Algorithm sides with the user,
not the inventory.
"Algorithm serves identity."
THE SHIFT

From conversion of strangers to recognition of identity.

Traditional e-commerce extracts. AI-driven e-commerce remembers. The funnel ends at checkout — the loop begins there.