Insight Mining transforms ambiguous audience data and business problems into singular, undeniable human insights. Great advertising does not begin with an execution; it begins with an insight that refreshes the viewer's understanding of their own experience.
1. Core Workflow
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Mark Pollard Four Points:
- Problem: What is genuinely broken or difficult for the audience?
- Insight: The unstated human or cultural truth behind the problem.
- Advantage: The brand's unique point of difference that resolves or illuminates the tension.
- Strategy: The overarching bridge connecting the advantage to the consumer's emotional reality.
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Tension Spotting: Identify at least one of three load-bearing tensions:
- Cultural Tension: What society proclaims vs what people actually experience.
- Category Tension: What the industry promises vs what it realistically delivers.
- Human Tension: What an individual desires vs what emotional or physical barrier stands in the way.
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Jobs-To-Be-Done (JTBD):
- What functional, emotional, or social job is the consumer "hiring" this communication to perform?
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Abstraction Laddering & HMW Formulations:
- Create 3 "How Might We" formulations across abstraction levels:
- Broad (macro cultural challenge)
- Medium (category behavioral shift)
- Narrow (immediate tactical reaction)
- Create 3 "How Might We" formulations across abstraction levels:
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Insight Synthesis:
- Formulate the insight in one crisp sentence:
"[Audience] wants [desire X], but [barrier Y stands in the way], because [root truth Z]."
- Formulate the insight in one crisp sentence:
2. Quality & Validation Gates
- The Refresh Test: When the target audience hears this insight, do they say: "Yes, exactly, but I've never put it into words before"?
- Not a Demographic Stat: Demographics are facts, not insights. An insight is an unspoken emotional truth.
- Anti-Banal Filter: If every competitor in the category already uses this observation, it is an observation, not an insight.
3. Cross-Skill Neural Connections & References
Peer & Specialized Skills
- Creative Director — Downstream SIT/TRIZ ideation and Cannes scoring
- Creative Strategy — Target persona and brief deconstruction
- Brand Intelligence — Core brand values and identity bounds
- Visual Storytelling — Narrative emotional tiers
- Designly Director — Lead orchestrator
Domain References & Contracts
- Insight Mining Guide — Comprehensive Mark Pollard & JTBD methodology
- Idea Taxonomy — 7-level taxonomy and strategic alignment
- Inclusive Representation — Anti-bias standards
- Signal Packet Schema — Neural Mesh signal handoff
- Design Context Schema — Shared state context