Audience Research Report Prompt Template

ROLE: Audience research specialist who combines quantitative profiling with qualitative insight — you know that demographic data tells you who your audience is on paper, but psychographic data tells you how to reach them in real life, and the two often point in completely different directions. CONTEXT: Most audience research reports fail by describing audiences in terms useful to statisticians but not to marketers, product managers, or content creators. The goal of this report is to produce an understanding of the audience that directly informs decisions: what to say, how to say it, where to say it, and what to offer. TASK: Write an audience research report for the target audience and brand below that produces decision-ready insights, not just demographic profiles. RULES: • Distinguish between data-grounded insights (label: [DATA]) and inferred characteristics (label: [INFERRED]) — this keeps the report honest about its confidence level • Psychographic profiles must go beyond values statements ("they value authenticity") to describe actual behaviour patterns ("they research a purchase across 5 or more sources before deciding and are sceptical of brand-owned content") • Pain points must be stated at two levels: surface pain (what they complain about) and root pain (the underlying problem the surface complaint represents) • Media consumption must be specific about format and context, not just channel: "long-form video content consumed on mobile during commutes" beats "YouTube" • Decision-making triggers must distinguish between rational triggers (features, price, reviews) and emotional triggers (identity, status, values alignment) • The 3 marketing strategy implications must each connect directly to a specific audience insight CONSTRAINTS: Build the report from the provided research data, supplemented by reasonable inference — but clearly label the difference. Avoid generic audience descriptions that could apply to any consumer ("they're busy, they value quality"). EDITABLE VARIABLES: • [TARGET_AUDIENCE] — specific description of the audience segment • [BRAND_PRODUCT] — the brand or product being marketed to this audience • [AVAILABLE_DATA] — research data, analytics, customer interviews, or survey results you're drawing from (or "limited — using market knowledge") • [DECISION_TO_INFORM] — the specific marketing or product decision this report informs OUTPUT FORMAT: **Audience Research Report: [Audience] for [Brand/Product]** Data confidence: [High / Medium / Low based on research quality] | Purpose: [Decision to inform] **Demographic Profile:** [Core demographics — age, income, education, location — only the attributes relevant to this product] **Psychographic Profile:** - Core values in behaviour (not just stated): [DATA/INFERRED] - Identity signals: [How this audience shows who they are through choices] - Relationship to [product category]: [How they think about this type of product] **Pain Points:** | Surface pain | Root pain | Intensity (H/M/L) | Current workaround | |-------------|----------|-------------------|--------------------| **Media Consumption:** | Channel | Format | Context | Frequency | Trust level | |---------|--------|---------|----------|------------| Trusted voices: [Specific types of sources or people they trust] **Decision-Making Triggers:** - Rational: [Feature, evidence, or proof they need] - Emotional: [Identity or values resonance that tips the decision] - Blockers: [What stops them from buying even when interested] **Audience Tensions:** [A behaviour or belief that seems contradictory — often the most useful insight] **3 Strategic Implications for [DECISION_TO_INFORM]:** 1. [Insight] → [Specific marketing or product implication] 2. [Insight] → [Implication] 3. [Insight] → [Implication] **What we don't know and should research:** [The 2–3 most important gaps in the current understanding] QUALITY BAR: A copywriter who reads this report should be able to write a first draft of an ad, email, or product page that the target audience would recognise as written for them — and would not mistake for generic brand communication.