Case Reviews · REFLECTIONS

Reviewing is the best teacher.

Every project is reviewed with the same framework: category situation → the problem → what I did → the outcome. All cases are anonymized — click any card for the full review.

01 · Project Reviews (Anonymized)

From zero to a repeatable growth path

I was hands-on in every project below. They are anonymized per agreement — only methods and processes are shared.

Home Appliance Brand · US review cover
PROJECT REVIEW · Home Appliances · USA

Home Appliance Brand · US

A regional appliance brand entering the U.S. market, building its online operation from zero.

Category FoundationFoundation built in year one
Read full case
Home Appliance Brand · US (Offline-to-Online) review cover
PROJECT REVIEW · Home Appliances · USA

Home Appliance Brand · US (Offline-to-Online)

A three-year engagement operating the Amazon channel of a U.S. offline appliance brand.

3-Year EngagementLong-term model validation
Read full case
Cross-Border Brand · US review cover
PROJECT REVIEW · Cross-border · USA

Cross-Border Brand · US

A large-scale, fast ramp-up for a brand with no existing U.S. channel.

Fast Ramp-UpBrand foundation built in year one
Read full case
Red-Ocean Category · US review cover
PROJECT REVIEW · Own Brand · USA

Red-Ocean Category · US (Own Brand)

From zero in a red-ocean category — validating the growth model within six months.

Model ValidatedModel proven in 6 months
Read full case
Japanese Brand · Japan review cover
PROJECT REVIEW · Japan · Master Distribution

Japanese Brand · Japan

Online master distribution of a Japanese local brand.

Channel SystemMaster distribution plan delivered
Read full case
Japan · Multi-Channel Operation review cover
PROJECT REVIEW · Japan · Multi-Channel

Japan · Multi-Channel Operation

Combining Rakuten, Amazon and local channels with deep focus on a niche category.

Category DepthDeep cultivation of a niche category
Read full case
Distributed Brand · US (VC) review cover
PROJECT REVIEW · Distributed Brand · USA

Distributed Brand · US (VC)

Operating the Amazon VC account of a distributed brand since 2018.

Long-TermYears of stable operation
Read full case
Hardware Factory · US review cover
PROJECT REVIEW · Hardware · USA

Hardware Factory · US

Native project for a Foshan hardware factory shifting from export to retail.

Stable ProfitRepeatable operating model
Read full case
02 · Illustrative Examples

Different categories, one method

Each case below is an illustrative example / not a real client project, showing my approach across categories. No real sales data is included.

Kitchen Appliances · US illustrative example cover
ILLUSTRATIVE EXAMPLE · Kitchen Appliances · US

Kitchen Appliances · US

Simulated: a new brand starting from zero with limited ad budget.

Read illustrative example
Hardware Tools · US illustrative example cover
ILLUSTRATIVE EXAMPLE · Hardware Tools · US

Hardware Tools · US

Simulated: an export factory shifting to retail with margins squeezed.

Read illustrative example
Pet Supplies · US illustrative example cover
ILLUSTRATIVE EXAMPLE · Pet Supplies · US

Pet Supplies · US

Simulated: a new product with no reviews and no brand awareness.

Read illustrative example
Outdoor Sports · US/CA illustrative example cover
ILLUSTRATIVE EXAMPLE · Outdoor Sports · US/CA

Outdoor Sports · US/CA

Simulated: platform traffic plateauing with zero brand assets.

Read illustrative example
Beauty & Personal Care · US illustrative example cover
ILLUSTRATIVE EXAMPLE · Beauty & Personal Care · US

Beauty & Personal Care · US

Simulated: a commoditized category with declining ad ROI.

Read illustrative example
Auto Parts · US illustrative example cover
ILLUSTRATIVE EXAMPLE · Auto Parts · US

Auto Parts · US

Simulated: high repurchase potential but fierce competition and high review thresholds.

Read illustrative example
03 · My Track Record

Let the numbers speak

16 years
Hands-on cross-border experience
30+
Categories operated
3
Content pillars
2
Languages
The next review could be about your category

Not sure which play fits your category? Let’s talk.