Method

Good digital product experiences start before the interface.

This is the full method, in eight stages — not a sales sequence. Each stage answers a specific question, and no stage is skipped to reach a predetermined deliverable.

The Home page shows a high-level summary of this process.

00

System overview

Eight stages, one dependency chain.

Each stage takes the previous stage's output as its input. Judgment happens inside each stage — not at the end. If an early stage is skipped, everything after it inherits unverified assumptions.

The eight-stage method as a dependency chain Eight stages in two rows. Stage one, Commercial Context, takes current commercial reality as input. Each stage's output feeds the next: Product Truth, Product Architecture, Customer Decision Truth, Decision Experience, System Design, Implementation, and Verification, which ends in a verified release. CURRENT COMMERCIAL REALITY STAGE 01 COMMERCIAL CONTEXT → the current commercial reality STAGE 02 PRODUCT TRUTH → verified product facts STAGE 03 PRODUCT ARCHITECTURE → families, hierarchy, differentiation STAGE 04 CUSTOMER DECISION TRUTH → the decisions customers must make STAGE 05 DECISION EXPERIENCE → where the experience fails the decision STAGE 06 SYSTEM DESIGN → what should be built — and what not STAGE 07 IMPLEMENTATION → a working digital experience STAGE 08 VERIFICATION → a verified release VERIFIED RELEASE
The method as a dependency chain — each output becomes the next input.
  1. 01
    Commercial Context

    → the current commercial reality

  2. 02
    Product Truth

    → verified product facts

  3. 03
    Product Architecture

    → families, hierarchy, differentiation

  4. 04
    Customer Decision Truth

    → the decisions customers must make

  5. 05
    Decision Experience

    → where the experience fails the decision

  6. 06
    System Design

    → what should be built — and what not

  7. 07
    Implementation

    → a working digital experience

  8. 08
    Verification

    → a verified release

01

Commercial Context

Diagnosis starts from commercial reality, not from the sitemap.

Input

The business as it is today — what is sold, how it reaches customers, and where education, selection and transaction actually occur.

Key judgment

What is commercially current — and what is already obsolete.

Output

The current commercial reality the work must serve.

Obsolete or irrelevant product structures are not diagnosed — the current business is.

02

Product Truth

You cannot build a clear decision experience on uncertain product truth.

Input

Current products, specifications and technical material.

Key judgment

Which attributes are meaningful, verifiable and material to customers.

Output

Verified product facts — the Product Truth layer.

03

Product Architecture

Separating real decision complexity from superficial SKU complexity.

Input

Verified product facts.

Key judgment

Real decision complexity versus superficial SKU complexity.

Output

Product families, relationships, differentiation and hierarchy.

04

Customer Decision Truth

A Finder is a conclusion, not an assumption.

Input

The product system and how customers actually buy.

Key judgment

Which decisions customers must make before they can buy with confidence — and which variables separate appropriate choices.

Output

The decision set the experience must support.

A catalog being large does not by itself mean customers need a product finder. That determination follows the evidence.

05

Decision Experience

The test is not "is this good design?" but "does this support the decision?"

Input

The decision set and the current digital experience.

Key judgment

Where the current experience supports those decisions — and where it fails.

Output

An evidence-based picture of the gaps.

The current experience is evaluated against the verified decisions — including:

  • navigation;
  • category pages;
  • product cards;
  • product detail pages;
  • comparison;
  • selection paths;
  • technical information;
  • channel paths;
  • purchase handoffs.

06

System Design

Features follow the problem.

Input

The evidence-based gap picture.

Key judgment

What should be built — and what should not.

Output

The system design: hierarchy, comparison, selection support, technical education, PDP structure — where justified.

07

Implementation

Beyond recommendations, into implementation.

Input

The system design.

Key judgment

How it translates into interface structure, product content structure and frontend implementation — with responsive behavior and appropriate integrations.

Output

A working digital experience.

This practice is capable of moving beyond recommendations into implementation. It does not assume every diagnosis becomes an implementation engagement.

08

Verification

No unverified performance claims.

Input

The implemented work.

Key judgment

Content consistency, product logic, decision paths, responsive and functional behavior, regression risk.

Output

A verified release — or a bounded punch list.

The method is deliberately bounded.

Internal research frameworks, screening systems and qualification thresholds remain private and are not published.

If you want to see how the first stages apply to your product line, the Product Decision Review is the low-friction entry point.