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Brand Diagnosis Analyzer

Data Analysis Updated 2026.08.29

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Please install @user_a385d148/brand-diagnosis-analyzer based on the official guide at https://skillhub.cn/install/skillhub.md.

About this skill

Problem

Many brand problems are not caused by a lack of channels, but by unclear purchase motivation. Price, features, placement, and creative can all look like explanations, while the real driver is the trigger inside the user’s decision. Brand Diagnosis Analyzer targets this gap: when you need to make product positioning decisions, shape a marketing strategy, run consumer insight research, or perform brand diagnosis, it starts from purchase motives and turns vague questions into testable hypotheses.

How It Works

The core capability is deep analysis of consumer purchase motives, not generic market summaries. Typical work patterns include:

  • identifying purchase triggers, hesitation points, and abandonment points from user scenarios
  • checking whether current product claims actually address the real motivation
  • turning insights into narrative angles and communication priorities for marketing strategy
  • converting consumer insights into a reusable brand diagnosis framework

It is best used as an analytical frame for judgment, helping move from “users probably want X” to “because users need to solve Y in scenario Z, this should become the priority message.”

Boundaries

This skill leans toward brand diagnosis, consumer motivation, and marketing judgment. It should not replace quantitative research, financial modeling, or compliance review. With sparse input, conclusions will rely more on assumptions, so add audience, scenario, competitor, and price-band context before making high-stakes decisions.

Use Cases

  • Before launch, map purchase triggers for target users to support positioning and claim prioritization.
  • When sales decline, diagnose brand perception gaps and identify communication breakpoints.
  • Before planning quarterly campaigns, use purchase motives to decode real needs competitors capture.
  • After a promotion, analyze order triggers and abandonment points to refine follow-up messaging.

Best For

  • Product managers shaping new product positioning who need user needs turned into prioritized claims.
  • Growth marketers who need to verify real purchase motives behind campaign plans.
  • Sales operations owners who need consumer insight to explain buying and abandonment behavior.
  • Independent consultants who need to deliver brand diagnosis and consumer insight recommendations.