AiPro Institute™ Prompt Library
Brand Health Tracking
Monitor brand perception, measure brand equity, and identify opportunities to strengthen your brand position in the market
Tool Compatibility
The Prompt
The Logic (Why This Prompt Works)
Awareness Funnel Hierarchy (Unaided → Aided → Familiarity)
The prompt structures awareness measurement in three layers: unaided (top-of-mind), aided (recognition), and familiarity (depth of knowledge). This hierarchy reveals brand strength—strong brands have high unaided awareness (customers think of them first); weak brands rely on aided awareness. Coca-Cola has 90%+ unaided awareness globally; newer DTC brands may have 60% aided but only 10% unaided—this diagnostic shows where to invest.
Brand Equity Weighted Scoring Model
Rather than treating all metrics equally, the framework weights them by business impact: Perception (30%) and Loyalty (25%) weigh more than raw Awareness (20%) because customers who perceive your brand positively and stay loyal drive revenue. This prevents vanity metric optimization—high awareness with low loyalty (Dollar Shave Club post-acquisition) doesn't build equity. The weighted model aligns brand tracking with business outcomes.
Perceptual Positioning Map (2x2 Competitive Landscape)
The 2x2 perceptual map visualizes how customers actually perceive brand positioning relative to competitors—often different from intended positioning. If your "premium quality" positioning is perceived as "overpriced mediocrity" vs. competitors, this map reveals the gap. Tesla intended premium electric positioning; customers perceive it there. Many luxury brands discover they're perceived as "traditional expensive" not "innovative premium"—actionable insight for repositioning.
NPS as Leading Indicator of Brand Health
Net Promoter Score (promoters minus detractors) correlates strongly with revenue growth and customer lifetime value—making it a predictive brand health metric, not just satisfaction. Companies with NPS 50+ grow 2-3x faster than competitors. The prompt uses NPS as a core loyalty metric because it measures not just satisfaction but advocacy—customers willing to stake their reputation on recommending you signal deep brand connection.
Sentiment Analysis Across Channels (Social/Reviews/Media)
The framework requires sentiment analysis across three distinct channels—social media (unfiltered customer voice), reviews (purchase experience feedback), and media (external narrative)—because each reveals different brand health dimensions. Positive social but negative reviews suggests marketing-product gap. Positive reviews but negative media suggests PR crisis. Analyzing all three prevents blind spots and identifies specific intervention points.
Competitive Benchmarking (Relative vs. Absolute Performance)
Brand health is inherently relative—a 40% awareness score is strong in a fragmented market but weak if competitors have 70%. The prompt requires competitor benchmarking across all metrics to determine if you're winning or losing share of mind. Pepsi's absolute brand metrics are strong; relative to Coca-Cola they trail—this relative view shapes strategy (head-to-head competition vs. niche differentiation).
Output Preview
BRAND: "EcoFlow" (Sustainable Fashion DTC Brand, 3 years old)
EXECUTIVE SUMMARY
Overall Brand Equity Score: 52/100 — Moderate brand health with strong perception but weak awareness
Key Findings:
- Strength: High quality/sustainability perception (8.4/10) among aware customers—strong brand promise delivery
- Weakness: Low awareness (18% aided) limits growth—most target customers don't know we exist
- Opportunity: High NPS (64) signals strong word-of-mouth potential—leverage advocates for awareness
- Threat: Competitors outspending 5:1 on awareness campaigns—losing share of voice
Strategic Recommendation: Invest in awareness-building while protecting brand perception. Launch influencer partnerships, PR campaigns, and referral programs to capitalize on high NPS. Avoid discounting that could erode premium positioning.
BRAND HEALTH METRICS DASHBOARD
1. AWARENESS (Score: 35/100 — WEAK)
- Unaided Awareness: 4% (Target: 20%+) ✗
- Aided Awareness: 18% (Target: 60%+) ✗
- Brand Familiarity: 9% very familiar (Target: 30%+) ✗
- Share of Voice: 8% (vs. top competitor 42%) ✗
Insight: Awareness is the critical bottleneck—strong brand among those who know us, but too few know us
2. PERCEPTION (Score: 78/100 — STRONG)
- Quality: 8.4/10 (Competitor avg: 7.2) ✓ Leading
- Sustainability: 9.1/10 (Competitor avg: 6.5) ✓ Leading
- Value: 6.8/10 (Competitor avg: 7.5) ✗ Lagging (perceived as pricey)
- Innovation: 7.9/10 (Competitor avg: 6.8) ✓ Leading
- Trust: 8.2/10 (Competitor avg: 7.4) ✓ Leading
Brand Personality: Sincere (eco-conscious, authentic) + Sophisticated (premium, tasteful) — aligns with positioning ✓
Word Cloud Top 10: Sustainable, Quality, Expensive, Ethical, Stylish, Eco-friendly, Boutique, Minimalist, Premium, Slow-fashion
Sentiment: 78% Positive, 18% Neutral, 4% Negative
3. PREFERENCE (Score: 48/100 — MODERATE)
- Brand Preference: 12% name EcoFlow as favorite (Patagonia: 38%, Everlane: 24%)
- Consideration Set: 34% include us when shopping (Target: 50%+)
- Purchase Intent: 28% high intent (8-10 rating)
Issue: Can't prefer what you don't know—awareness gap limits consideration and intent
4. LOYALTY (Score: 72/100 — STRONG)
- NPS: 64 (Excellent—customers love us)
- Repeat Purchase Rate: 48% (Industry avg: 35%)
- Customer Lifetime: 2.3 years avg (Strong retention)
- Advocacy: 67% have recommended to friends
Insight: High loyalty among existing customers—our product delivers on brand promise
COMPETITIVE POSITIONING MAP
Axes: X = Premium ← → Value | Y = Traditional ← → Innovative
Quadrant Placement:
- High Premium / High Innovation: EcoFlow (our position), Reformation, Stella McCartney
- High Premium / Traditional: Ralph Lauren, J.Crew
- Value / High Innovation: Everlane, ThredUp (competitive threat)
- Value / Traditional: H&M, Zara, Fast Fashion
Analysis: We're positioned correctly (premium sustainable innovation) but Everlane is attacking with "value sustainable innovation"—threatening our niche. Differentiation: emphasize superior quality vs. their basic designs.
SENTIMENT ANALYSIS
Social Media (5,200 mentions analyzed):
- Positive (78%): "Finally found sustainable fashion that's actually stylish," "Quality is incredible," "Feel good about every purchase"
- Neutral (18%): General mentions, outfit photos
- Negative (4%): "Too expensive," "Sizing inconsistent," "Wish more variety"
Reviews (487 reviews, 4.6/5 stars):
- Praise: Fabric quality, ethical sourcing transparency, minimalist aesthetic
- Complaints: Price point (32% mention), limited size range (18% mention), slow shipping (12% mention)
BRAND HEALTH IMPROVEMENT ROADMAP
Priority #1: AWARENESS GAP (Critical)
90-Day Initiatives:
- Initiative 1: Influencer partnerships (15 micro-influencers in sustainable fashion niche) → Target: 5M impressions, 25% aided awareness
- Initiative 2: Referral program ("Give $20, Get $20") → Target: 1,500 new referrals, leverage NPS 64
- Initiative 3: PR push (pitch to Vogue, Elle sustainability features) → Target: 3 major placements, 2M reach
Priority #2: VALUE PERCEPTION (Moderate)
- Initiative 4: Educational content on cost of quality/sustainability ("Why Our $120 Shirt Lasts 10 Years") → Target: Improve value perception from 6.8 to 7.5
- Initiative 5: Entry-price-point collection ($40-60 basics) → Target: Lower consideration barrier for new customers
Success Metrics (90-day targets):
- Aided Awareness: 18% → 30%
- Unaided Awareness: 4% → 10%
- Consideration Set: 34% → 45%
- Maintain NPS: 64+ (don't sacrifice quality for growth)
Chain Strategy (Advanced Workflow)
For best results, use this 3-step sequential prompting strategy:
Brand Awareness & Perception Survey
Goal: Collect quantitative brand health data from target audience
Prompt: "Design a brand health survey for [BRAND] targeting [AUDIENCE]. Survey structure (15-20 questions, 5-7 minutes): (1) Screener: Are you in target demographic? Do you purchase [CATEGORY]? (2) Unaided awareness: 'When you think of [CATEGORY], what brands come to mind?' (open-ended), (3) Aided awareness: 'Which of these brands have you heard of?' (list including yours and competitors), (4) Familiarity: For each heard-of brand, rate familiarity (Very, Somewhat, Not), (5) Attribute ratings: For familiar brands, rate on 10-point scale: Quality, Value, Innovation, Trust, Customer Service, Sustainability (customize to your category), (6) Brand personality: Which words describe each brand? (Select from list: Sophisticated, Rugged, Exciting, Sincere, Competent), (7) Preference: 'Which is your favorite [CATEGORY] brand?' (unprompted), (8) Consideration: 'Which brands would you consider purchasing?' (list), (9) NPS: 'How likely to recommend [BRAND]?' (0-10 scale), (10) Open-ended: 'What do you like/dislike about [BRAND]?' Field survey to 300-500 respondents (representative of target market). Analyze: awareness metrics, perception scores, perceptual positioning map, competitive benchmarking."
Expected Output: Quantitative brand health dashboard with awareness, perception, preference, and loyalty metrics benchmarked against competitors.
Sentiment & Qualitative Analysis
Goal: Understand the 'why' behind quantitative scores through qualitative insights
Prompt: "Conduct qualitative sentiment analysis for [BRAND] across multiple channels: (1) Social media listening: Collect 1,000+ brand mentions from Twitter, Instagram, TikTok, Reddit, forums over past 90 days. Use sentiment analysis tools (Brandwatch, Sprout Social, or manual coding). Calculate: % Positive, Neutral, Negative. Extract top themes from positive mentions (what people love) and negative mentions (complaints, frustrations). (2) Review mining: Aggregate reviews from Google, Yelp, Trustpilot, Amazon, app stores. Calculate avg star rating. Categorize feedback themes by frequency (quality, price, service, shipping, etc.). (3) Media analysis: Search brand mentions in news, blogs, industry publications (past 12 months). Assess tone: Positive, Neutral, Critical. Identify key narrative: How is media framing your brand? (4) Customer interviews: Conduct 10-15 interviews with customers (mix of promoters and detractors). Ask: What made you choose us? What keeps you coming back or what drove you away? How do you describe us to friends? (5) Synthesis: For each data source, identify: Top 3 positive themes, Top 3 negative themes, Sentiment distribution, Quote examples. Cross-reference: Do themes align across channels? Where do perceptions diverge?"
Expected Output: Qualitative sentiment report with thematic analysis, customer quotes, and cross-channel insights explaining brand perception drivers.
Brand Health Improvement Strategy
Goal: Translate insights into actionable brand-building initiatives
Prompt: "Based on brand health data [INSERT FINDINGS FROM STEPS 1-2], develop a prioritized brand improvement strategy for [BRAND]. Analysis: (1) Identify gaps: Which brand health dimensions scored below target or competitors? (Awareness <40%, NPS <30, Perception attributes <7/10, Preference <20%). (2) Root cause analysis: Why is each gap occurring? (e.g., low awareness = insufficient marketing spend; weak value perception = pricing vs. competition; low loyalty = product quality issues). (3) Strategic options: For each gap, generate 3-5 initiatives to close it. Examples: (Awareness gap: paid media, influencer partnerships, PR, content marketing, events), (Perception gap: product improvements, messaging refresh, customer experience overhaul, rebrand), (Preference gap: competitive differentiation campaigns, trial offers, partnerships), (Loyalty gap: customer success programs, loyalty rewards, community building, product iteration). (4) Prioritization: Score each initiative on: Impact (1-10: how much will this improve brand equity?), Cost (1-10: lower = cheaper), Speed (1-10: higher = faster results), Risk (1-10: lower = safer). Priority Score = (Impact × Speed) / (Cost × Risk). (5) 90-day roadmap: Select top 5 initiatives. For each: specific action, owner, timeline, budget, success metric. (6) Monitoring plan: Which metrics to track weekly/monthly/quarterly? Alert triggers for brand health decline?"
Expected Output: Strategic roadmap with prioritized initiatives, implementation plan, budget allocation, success metrics, and ongoing monitoring framework.
Human-in-the-Loop Refinement Tips
Enhance your results with these follow-up prompts:
📊 Segment-Specific Brand Health
Follow-up Prompt: "Analyze brand health separately for different customer segments: [SEGMENT_1] vs. [SEGMENT_2] vs. [SEGMENT_3] (e.g., Gen Z vs. Millennials vs. Gen X; Urban vs. Suburban; High-income vs. Mid-income; New customers vs. Long-term loyalists). For each segment: Calculate awareness, perception, preference, NPS separately. Identify: Which segments have strongest brand health? Which are weakest? What drives differences? (age, geography, product usage, price sensitivity). Create segment-specific brand strategies: Should we double down on strong segments or fix weak segments? Different messaging/positioning by segment? Segment prioritization for marketing investment. Recommendation: How to tailor brand-building efforts to each segment's unique perceptions and needs?"
🎯 Competitor Brand Attribute Gap Analysis
Follow-up Prompt: "Conduct detailed competitor brand attribute benchmarking. For [YOUR_BRAND] vs. [COMPETITOR_1], [COMPETITOR_2], [COMPETITOR_3]: Rate each on 15-20 attributes (Quality, Innovation, Value, Trust, Customer Service, Design, Sustainability, Prestige, Approachability, Reliability, Speed, Customization, etc.). Create attribute importance map: Survey customers: 'How important is each attribute when choosing a [CATEGORY] brand?' (1-10). Plot on 2x2 matrix: Importance (High/Low) × Your Performance vs. Competitors (Leading/Lagging). Strategic insights: High importance + Leading = Strength to amplify, High importance + Lagging = Critical gap to fix, Low importance + Leading = Overinvesting (reallocate resources), Low importance + Lagging = Low priority. Recommendation: Which 3 attributes should be your brand positioning pillars? Which should you de-emphasize? How to close gaps on critical attributes?"
🔄 Brand Crisis Monitoring & Response Plan
Follow-up Prompt: "Develop a brand crisis monitoring and response framework for [BRAND]. Crisis scenarios to plan for: (1) Product failure/safety issue, (2) Negative viral social media (controversy, backlash), (3) Customer service disaster, (4) Executive scandal, (5) Competitive attack (comparative advertising, pricing war), (6) Regulatory/legal issue. For each scenario: Early warning signals: What metrics/alerts indicate brewing crisis? (sentiment spike, review rating drop, media tone shift). Response protocol: Who is crisis team? What's communication plan? (internal, customer, media, social). Brand protection tactics: How to contain damage? (apology, transparency, corrective action, rebuilding trust). Create real-time monitoring dashboard: Track hourly: sentiment trend, mention volume, negative keyword spikes, review ratings, competitor mentions. Alert triggers: If sentiment drops >20% in 24 hours, if negative mentions spike >5x normal, if star rating drops >0.3 points—activate crisis protocol. Provide: Crisis response playbook with decision trees, communication templates, escalation procedures."
💡 Brand Refresh vs. Rebrand Decision Framework
Follow-up Prompt: "Determine whether [BRAND] needs a brand refresh (evolution) or full rebrand (revolution). Decision criteria: (Brand Refresh indicators): Perception is positive but outdated, Visual identity feels dated, Need to stay relevant to younger audiences, Small perception gaps to close, Strong brand equity to preserve. (Full Rebrand indicators): Fundamental perception misalignment (you're seen as X but want to be Y), Brand damaged by crisis/scandal, Target market has completely shifted, Merger/acquisition identity integration, Category disruption requires repositioning. Assessment: Map current perception vs. desired perception on key attributes. Gap analysis: If gaps are <3 points on 10-point scale → Refresh. If gaps are >5 points → Consider rebrand. Risk analysis: Refresh = Low risk, maintains equity, incremental improvement. Rebrand = High risk, can lose equity, transformational change. Case studies: Successful refreshes (Apple 1997, Burberry 2000s, Old Spice 2010). Successful rebrands (Dunkin' → Dunkin, Facebook → Meta, Weight Watchers → WW). Failed rebrands (Gap 2010, Tropicana 2009). Recommendation: Refresh or rebrand? If rebrand, phased transition plan to minimize equity loss. If refresh, specific visual/messaging updates needed."
🌍 Geographic Brand Health Variation
Follow-up Prompt: "Analyze brand health differences across geographic markets for [BRAND] operating in [MARKET_1], [MARKET_2], [MARKET_3]. For each market: Measure: Awareness, Perception attributes, Preference, NPS. Compare: Which markets have strongest vs. weakest brand health? Explain: Why do perceptions vary? (cultural differences, competitive set, historical presence, local partnerships, product-market fit). Example insights: Strong awareness in home market but weak internationally, Premium perception in Europe but value perception in US, High NPS in mature markets but low in new markets. Strategic implications: Should we have unified global brand vs. localized brand strategies? Where to invest brand-building resources? (strengthen strong markets or fix weak ones?). Localization recommendations: Messaging adaptation by culture, Visual identity adjustments, Product/service adaptation, Pricing positioning by market. Provide: Market-by-market brand strategy with localized positioning and investment allocation."
📈 Brand Health ROI Attribution
Follow-up Prompt: "Quantify the business impact of brand health improvements for [BRAND]. Correlation analysis: (1) Brand awareness → Revenue: For every 10% increase in aided awareness, how much does revenue increase? (Benchmark: 5-15% revenue lift). (2) NPS → Customer LTV: Promoters (9-10 NPS) have X% higher LTV than Detractors (0-6). (3) Perception → Pricing power: Brands rated 8+ on quality can command X% price premium vs. 6-7 rated brands. (4) Preference → Market share: 10% increase in brand preference correlates with X% market share gain. Use historical data: Plot brand metric trends vs. revenue trends over past 24 months. Identify lead/lag: Do brand improvements precede revenue growth by 3-6 months? Predictive modeling: Based on current brand health trajectory, forecast revenue impact in 12 months. Scenario planning: If we improve awareness from X% to Y%, what's projected revenue impact? Investment justification: How much should we invest in brand-building given ROI? Provide: Brand health ROI model, recommended brand marketing budget allocation, expected payback period for brand investments."