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Chengeng Eight Audience Decision Tool

Business Operations Updated 2026.08.30

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About this skill

Problem

Insurance consultants often receive vague audience signals: age, city, budget, or product interest, without a clear entry point. It is hard to decide which life scenario to start from, which topics can hold attention, and which phrasing sounds too salesy.

Core capabilities

This skill focuses on eight-audience preference judgment, not direct insurance product recommendation. It can accept target-customer descriptions, business direction, customer quotes, channel format, or prior positioning diagnostics, then produce:
- Primary / secondary audience types, with a note when information is insufficient;
- Evidence assessment, separating strong signals, supporting signals, and counter-evidence;
- Expression strategy, including scenario, topic, content format, tone, and emotional register;
- What to avoid, especially anxiety-driven or over-promising language;
- Handoff guidance for positioning, persona, content, or sales Skills.

Boundaries

The skill avoids classifying audiences solely by age, city, income, occupation, or gender, and does not turn unconfirmed assumptions into firm conclusions. When key inputs are missing, it should surface a gap list and a low-confidence draft instead of forcing a label. It is useful for consulting strategy, conversation entry, and expression checks, not for promising policy sales, claims, underwriting, medical, legal, or income outcomes.

Use Cases

  • A consultant reviews customer inquiry notes to determine primary and secondary audience types and find a low-pressure entry point.
  • An operations team drafts insurance content topics and needs to turn abstract audience labels into scenarios, topics, and formats.
  • A persona team uses a positioning diagnosis to define expression limits, avoid risky phrases, and route next steps to a sales `Skill`.
  • A consultant audits a failed conversation to check whether classification relied only on age, city, or income, or overclaimed uncertain details.

Best For

  • Insurance consultants: need to infer whether to lead with security, efficiency, or asset structure from vague customer language.
  • Business operations leads: need to convert audience labels into executable topic preferences for content platforms and consultations.
  • Persona or content strategists: need expression limits, anxiety-triggering phrase checks, and handoff notes for downstream sales work.
  • Sales process designers: need audience judgment, gap questions, and quality checks in consultation scripts without promising outcomes.