Product Appeal Analyzer

Product Appeal Analyzer

Evaluate whether users will want a product—not just use it. The complement to friction analysis.

Core insight: Users don't choose the best product—they choose the product that feels most like it was made for them.

When to Use

✅ Use for:

• Evaluating landing pages, product pages, app store listings
• Positioning a product against alternatives
• Crafting messaging, tone, visual identity direction
• Assessing emotional resonance with target personas
• Pre-launch "will this convert?" analysis

❌ NOT for:

• UX friction audits (→ use ux-friction-analyzer)
• Visual design execution (→ use web-design-expert)
• A/B test implementation (→ use frontend-developer)
• Market size estimation or financial forecasting
• Feature comparison matrices

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The Desirability Triangle

All three must be present. Missing any one kills conversion:

                    IDENTITY FIT
                    "This is for people like me"
                         /\
                        /  \
                       /    \
                      /  ★   \
                     / DESIRE \
                    /          \
                   /______________\
        PROBLEM               TRUST
        URGENCY               SIGNALS
   "I need this now"     "This will actually work"

Decision tree: When analyzing, score each vertex 1-10. If any is <5, that's your priority fix.

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Quick Analysis: The 5-Second Test

Within 5 seconds of landing, a visitor should know:

1. What is this? (Category recognition) 2. Who is it for? (Identity signal) 3. What's the core promise? (Value proposition) 4. What do I do next? (Clear CTA)

How to run it:

• Show landing page to someone unfamiliar for exactly 5 seconds
• Hide it, then ask: "What was that? Who's it for? What would you do there?"
• Record verbatim—don't coach or clarify

Scoring:

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Analysis Process

Step 1: Identify Target Personas

For each persona, document:

• Who: One-sentence description
• Problem: What's broken + how it feels
• Current workaround: What they do today (and why it sucks)
• Identity: How they see themselves, who they want to become

Step 2: Score the Desirability Triangle

For each persona:

PERSONA: [Name]

IDENTITY FIT                    [/10]
  Visual identity match         [/10]  "Does this look like my kind of tool?"
  Language resonance            [/10]  "Do they speak my language?"
  Implied user match            [/10]  "Are people like me shown?"

PROBLEM URGENCY                 [/10]
  Pain point acknowledged       [/10]  "They understand my problem"
  Emotional resonance           [/10]  "They get how frustrating it is"
  Solution clarity              [/10]  "I see how this fixes it"

TRUST SIGNALS                   [/10]
  Professional execution        [/10]  "This looks legitimate"
  Social proof                  [/10]  "Others like me use it"
  Risk reduction                [/10]  "What if it doesn't work?"

OVERALL APPEAL SCORE:           [/90]

Step 3: Map Objections

Step 4: Generate Recommendations

Use priority formula: Impact = (Users Affected × Severity) / Fix Difficulty

Categorize into:

• Immediate (ship this week)
• Medium-term (this sprint)
• Long-term (roadmap)

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Common Anti-Patterns

Feature Soup Headline

Novice thinking: "List all capabilities to show value"

Reality: Visitors scan for 2-3 seconds. Feature lists feel generic.

What to use instead:

Detection: Headline contains 3+ nouns or buzzwords like "AI-powered", "comprehensive", "platform"

Screenshot Hero

Novice thinking: "Show the product interface so people know what they're getting"

Reality: Strangers don't understand your UI. They care about outcomes.

What to use instead:

• Person experiencing the benefit
• The outcome/result they'll get
• Abstract visualization of the transformation

Detection: Hero image is a product screenshot with no context

Trust Ladder Violation

Novice thinking: "Get their email immediately, then convert them"

Reality: Trust builds in stages. Asking for too much too early kills conversion.

The Trust Ladder (each rung requires more trust): 1. Land on page → Professional design, no broken elements 2. Click/explore → Clear navigation, fast load 3. Spend >2 min → Demonstrated value, clear progress 4. Enter info → Why you need it explained, no dark patterns 5. Create account → Privacy visible, minimal fields, clear benefit 6. Pay money → Guarantee, testimonials, recognizable processor

Detection: Asking for account creation before demonstrating value

Identity Mismatch

Novice thinking: "Broad appeal = more users"

Reality: When everyone is the target, no one feels targeted.

What to use instead:

Detection: Homepage tries to appeal to 3+ different personas

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Self-Contained Tools

Analysis Workflow

1. Read the landing page content and structure 2. WebFetch the target URL to analyze live content 3. Write analysis results to a markdown file 4. Edit recommendations into actionable copy changes

Appeal Scorer Script

Run: python scripts/appeal_scorer.py <url>

Produces structured JSON output with scores and recommendations.

Reference Files (See for deep dives)

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Output Format

When running this skill, produce:

1. Executive Summary - 3 bullet key findings 2. Desirability Triangle Scores - Per persona 3. 5-Second Test Assessment - What's clear, what's not 4. Top 3 Objections - And how to address them 5. Priority Recommendations - Immediate / Medium / Long-term

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Integration with ux-friction-analyzer

Appeal + Friction = Complete picture

Run both: High appeal + high friction = frustrated users. Low friction + low appeal = abandoned product.

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Philosophy: A product with low friction but low appeal gets abandoned. A product with high appeal but high friction gets frustrated users. You need both.

Changelog

All notable changes to this skill will be documented here.

[1.0.0] - 2026-01-15

Added

• Initial skill release
• Core frameworks: Desirability Triangle, 5-Second Test
• SKILL.md with activation patterns and anti-patterns
• scripts/appeal_scorer.py for structured analysis
• Reference documents:
• references/scoring-templates.md - Full assessment templates
• references/trust-ladder.md - Trust building stages deep dive
• references/identity-signals.md - Visual/verbal identity catalog
• references/objection-catalog.md - Universal objections and counters

Integrations

• Pairs with ux-friction-analyzer (appeal + friction = complete picture)
• Pairs with competitive-cartographer (positioning against alternatives)
• Pairs with web-design-expert (implementing recommendations)

Design Decisions

• Kept SKILL.md under 300 lines for fast activation
• Moved detailed templates to /references for progressive disclosure
• Encoded 4 shibboleths as anti-patterns:

1. Feature Soup Headline 2. Screenshot Hero 3. Trust Ladder Violation 4. Identity Mismatch

• Python scoring script provides structure without requiring external dependencies

Identity Signals Catalog

People choose products that reinforce who they are or want to be. This reference catalogs the signals that communicate "this is for people like you."

The Identity Principle

Users don't choose the best product—they choose the product that feels most made for them.

Identity signals answer:

• "Is this for people like me?"
• "Will people like me be represented?"
• "Does using this align with who I want to be?"

Signal Categories

1. Visual Identity

How design communicates target user:

2. Typography Signals

3. Language & Tone

4. Social Proof Types

Who endorses matters as much as what they say:

5. Complexity Level

How much you show upfront:

6. Price Positioning

Identity Mismatch Anti-Patterns

Trying to Appeal to Everyone

Symptom: Homepage shows enterprise logos AND indie testimonials AND student pricing Problem: No one feels it's for them specifically Fix: Choose primary persona, make others secondary

Aspirational Mismatch

Symptom: Premium visual design but budget pricing Problem: Users expect premium = expensive Fix: Align visual identity with price positioning

Social Proof Disconnect

Symptom: Enterprise testimonials but indie pricing Problem: "Why is it so cheap? What's wrong?" Fix: Use social proof matching your actual customer base

Tone Inconsistency

Symptom: "Crush your goals" headline, "gentle journey" body copy Problem: Feels like two different products Fix: Unify tone across all touchpoints

Identity Fit Assessment Matrix

For each persona, score 1-10:

PERSONA: [Name]

VISUAL IDENTITY
  Does the color palette match their world?        [/10]
  Does typography feel appropriate?                 [/10]
  Do images reflect their context?                  [/10]
  Is visual complexity appropriate?                 [/10]

LANGUAGE
  Does headline speak their language?               [/10]
  Is jargon level appropriate?                      [/10]
  Does tone match their expectations?               [/10]

SOCIAL PROOF
  Are testimonials from people like them?           [/10]
  Are logos/badges relevant to them?                [/10]
  Are numbers meaningful to their context?          [/10]

ASPIRATION
  Does this align with who they want to be?         [/10]
  Would they be proud to say they use this?         [/10]

TOTAL IDENTITY FIT:                                 [/120]

Quick Reference: Domain-Specific Identity Signals

B2B SaaS

• Logo walls (customers)
• Integration badges
• Security certifications
• "Trusted by X teams"
• Case study links

Consumer Apps

• User-generated content
• Community size
• App store ratings
• Influencer mentions
• Lifestyle imagery

Developer Tools

• GitHub stars
• Open source badges
• Code examples prominent
• Technical docs linked
• Stack Overflow mentions

Health/Wellness

• Credentials (MD, PhD)
• Research citations
• Before/after results
• Privacy emphasis
• Calming imagery

Finance

• Regulatory compliance
• Encryption mention
• Insurance/guarantee
• Long track record
• Conservative design

Education

• Outcomes data
• Accreditation
• Instructor credentials
• Student testimonials
• Completion rates

Objection Catalog

Every user has objections. Great products acknowledge and address them before users articulate them.

The 7 Universal Objections

Objection Responses by Type

Trust Objections

"Is this legit?"

Detection: No trust signals above the fold

Skepticism Objections

"I've tried things before"

Detection: Generic claims without proof ("Best solution for X")

Value Objections

"Too expensive"

Detection: Price hidden or buried, no value justification

Effort Objections

"Too complicated"

Detection: Feature-heavy homepage, no quick start path

Identity Objections

"Not for people like me"

Detection: Generic testimonials, no specific persona targeting

Risk Objections

"What if it doesn't work?"

Detection: No risk reversers visible, no trial/demo option

Urgency Objections

"I'll do it later"

Detection: No urgency drivers, no cost of inaction

Objections by Product Type

B2B SaaS

Consumer Apps

Health/Wellness

Finance Products

Education/Courses

Objection Mapping Template

PERSONA: [Name]

OBJECTION                    TYPE           CURRENTLY ADDRESSED?    HOW/RECOMMENDATION
────────────────────────────────────────────────────────────────────────────────────────
"Is this legit?"             Trust          ○ Yes / ● No           [Add testimonials]
"I've tried things before"   Skepticism     ○ Yes / ● No           [Add differentiation]
"Too expensive"              Value          ○ Yes / ● No           [Show ROI]
"Too complicated"            Effort         ○ Yes / ● No           [Add quick start]
"Not for people like me"     Identity       ○ Yes / ● No           [Targeted proof]
"What if it doesn't work"    Risk           ○ Yes / ● No           [Add guarantee]
"I'll do it later"           Urgency        ○ Yes / ● No           [Cost of delay]
────────────────────────────────────────────────────────────────────────────────────────
UNADDRESSED COUNT: [X/7]

TOP 3 TO FIX:
1. [Most impactful unaddressed objection]
2. [Second most impactful]
3. [Third most impactful]

Objection Placement Strategy

Where to address objections on a landing page:

┌─────────────────────────────────────────────────────────────┐
│  HERO: Core promise + primary identity signal               │
│  ↓ Trust: Social proof logos/numbers                        │
├─────────────────────────────────────────────────────────────┤
│  BENEFITS: Address Effort objection                         │
│  "Get started in 5 minutes" / "No technical skills needed" │
├─────────────────────────────────────────────────────────────┤
│  SOCIAL PROOF: Address Skepticism + Identity                │
│  Testimonials from people like target persona               │
├─────────────────────────────────────────────────────────────┤
│  HOW IT WORKS: Address Effort objection                     │
│  Simple steps, not overwhelming feature list                │
├─────────────────────────────────────────────────────────────┤
│  PRICING: Address Value objection                           │
│  Clear pricing, value justification, comparison             │
├─────────────────────────────────────────────────────────────┤
│  FAQ: Address remaining objections                          │
│  Security, refunds, support, specifics                      │
├─────────────────────────────────────────────────────────────┤
│  FINAL CTA: Address Risk + Urgency                          │
│  "Start free" + "30-day guarantee" + urgency driver         │
└─────────────────────────────────────────────────────────────┘

Scoring Templates

Detailed templates for comprehensive product appeal analysis.

Persona-Problem-Promise Mapping

For each target persona, document:

PERSONA: [Name - one sentence description]

PROBLEM
  What's broken:         [Current pain point]
  Emotional weight:      [How it feels - frustrated, anxious, stuck]
  Current workaround:    [What they do today]
  Workaround friction:   [Why the workaround sucks]

PROMISE
  Core transformation:   [Before state → After state]
  Time to value:         [How quickly they'll see results]
  Proof mechanism:       [How they'll know it worked]

IDENTITY
  Self-image:            [How they see themselves]
  Aspiration:            [Who they want to become]
  Anti-identity:         [Who they don't want to be seen as]

Full Identity Fit Assessment

For each persona, rate 1-5 with evidence:

PERSONA: [Name]

Visual identity match:      [1-5]  "Does this look like something I'd use?"
  Evidence: [Quote/observation from page]

Language resonance:         [1-5]  "Do they speak my language?"
  Evidence: [Quote/observation from page]

Implied user match:         [1-5]  "Are people like me shown/implied?"
  Evidence: [Quote/observation from page]

Values alignment:           [1-5]  "Do they care about what I care about?"
  Evidence: [Quote/observation from page]

Status/aspiration fit:      [1-5]  "Does this fit who I am/want to be?"
  Evidence: [Quote/observation from page]
─────────────────────────────────
IDENTITY FIT SCORE:         [/25]

Competitive Positioning Audit

YOUR PRODUCT: [Name]

ALTERNATIVES (list 3-5):
1. [Direct competitor]
2. [Indirect competitor / different approach]
3. [DIY / manual workaround]
4. [Do nothing / status quo]

POSITIONING TABLE:
─────────────────────────────────────────────────────────────────
               │ You    │ Alt 1  │ Alt 2  │ Alt 3  │ Alt 4
─────────────────────────────────────────────────────────────────
[Attribute 1]  │        │        │        │        │
[Attribute 2]  │        │        │        │        │
[Attribute 3]  │        │        │        │        │
Price          │        │        │        │        │
Trust level    │        │        │        │        │
─────────────────────────────────────────────────────────────────

YOUR UNIQUE ANGLE:
[One sentence: Why you, not them?]

VULNERABILITIES:
[Where competitors beat you]

Landing Page Appeal Scorecard

Score each element 1-10 with notes:

ELEMENT                           SCORE    NOTES
───────────────────────────────────────────────────────────────
HEADLINE
  Clear value proposition         [/10]
  Speaks to specific audience     [/10]
  Creates curiosity/urgency       [/10]

VISUAL HIERARCHY
  Eye path is intentional         [/10]
  Primary CTA is obvious          [/10]
  No competing focal points       [/10]

TRUST SIGNALS
  Social proof present            [/10]
  Credibility markers             [/10]
  Risk reducers visible           [/10]

IDENTITY MATCH
  Imagery reflects target user    [/10]
  Tone matches audience           [/10]
  Appropriate complexity level    [/10]

FRICTION REDUCTION
  Clear next step                 [/10]
  Low commitment entry point      [/10]
  Objections addressed            [/10]
───────────────────────────────────────────────────────────────
TOTAL                             [/150]

INTERPRETATION:
120-150: Strong appeal, optimize details
90-119:  Good foundation, notable gaps
60-89:   Significant issues, prioritize fixes
<60:     Fundamental positioning problems

Emotional Journey Map

Plot the emotional arc of the user journey:

EMOTIONAL STATE
     😊 Excited │                              ╭──── Success!
               │                           ╭──╯
     😐 Neutral │───────╮              ╭───╯
               │       ╰──╮        ╭──╯
     😟 Anxious │          ╰──╮ ╭──╯
               │             ╰─╯ ← Commitment point
     😰 Fearful │
               └─────────────────────────────────────────────
                 Land  Learn  Consider  Commit  Use  Success

INFLECTION POINTS:
1. [Where they get excited - what triggers it]
2. [Where anxiety peaks - what causes it]
3. [Where they might abandon - why]
4. [Where delight happens - what creates it]

Priority Formula

Calculate recommendation priority:

Priority = (Users Affected × Severity) / Fix Difficulty

Where:
- Users Affected: 1-100 (percentage)
- Severity: 1-10 (impact on conversion)
- Fix Difficulty: 1-10 (effort required, lower is easier)

Example:
- Confusing headline: (100% × 9) / 3 = 300 → HIGH PRIORITY
- Missing testimonials: (80% × 6) / 5 = 96 → MEDIUM PRIORITY
- Footer links broken: (10% × 4) / 2 = 20 → LOW PRIORITY

The Trust Ladder

Trust builds in predictable stages. Users need to climb each rung before you can ask for more commitment.

The Complete Ladder

COMMITMENT LEVEL          TRUST REQUIREMENTS
─────────────────────────────────────────────────────────────

5. PAY MONEY         →    Money-back guarantee, testimonials,
                          recognizable payment processor,
                          clear cancellation policy

4. CREATE ACCOUNT    →    Privacy policy visible, social login,
                          minimal required fields,
                          clear value for signing up

3. ENTER PERSONAL    →    Why you need it explained,
   INFORMATION            encryption/security mentioned,
                          no dark patterns

2. SPEND TIME        →    Clear progress indicators,
   (>2 minutes)           demonstrated value quickly,
                          easy exit without loss

1. CLICK/EXPLORE     →    Professional design, fast load,
                          no broken elements, clear navigation

0. LAND ON PAGE      →    Recognizable URL/brand, no warnings,
                          SSL certificate (https)

Trust Requirements by Stage

Level 0: Landing

User has just arrived. Subconscious checks:

• [ ] URL looks legitimate (no typos, proper domain)
• [ ] HTTPS / padlock icon
• [ ] Page loads in <3 seconds
• [ ] No browser security warnings
• [ ] No popup overload

If failing: Visitor bounces immediately.

Level 1: Click/Explore

User is willing to look around:

• [ ] Professional design (no broken images, misaligned elements)
• [ ] Clear navigation (obvious where to go)
• [ ] Fast interactions (no lag on hover, click)
• [ ] Mobile-friendly if on mobile
• [ ] No aggressive popups

If failing: Visitor leaves within 10 seconds.

Level 2: Spend Time (>2 min)

User is interested enough to read/explore:

• [ ] Value demonstrated quickly (don't bury the lead)
• [ ] Progress indicators if multi-step
• [ ] Content is scannable (headers, bullets, images)
• [ ] Easy to leave without feeling trapped
• [ ] No autoplaying video with sound

If failing: Visitor skims and leaves.

Level 3: Enter Personal Info

User considers sharing email, name, etc:

• [ ] Why you need it is explained
• [ ] Privacy policy linked and accessible
• [ ] Minimal fields required (only what's necessary)
• [ ] No dark patterns (pre-checked marketing boxes)
• [ ] Security indicators present

If failing: User abandons form.

Level 4: Create Account

User is committing to a relationship:

• [ ] Social login options (reduce friction)
• [ ] Email-only option (don't force social)
• [ ] Clear benefit of having account
• [ ] Password requirements reasonable
• [ ] No surprise requirements after signup

If failing: User creates account but never returns.

Level 5: Pay Money

User trusts you with their money:

• [ ] Money-back guarantee (30 days standard)
• [ ] Recognizable payment processor (Stripe, PayPal)
• [ ] Clear pricing (no hidden fees revealed at checkout)
• [ ] Testimonials from paying customers
• [ ] Easy cancellation policy visible

If failing: User abandons cart.

Common Trust Violations

Asking Too Much Too Soon

Wrong: "Enter your email to see our pricing" Right: Show pricing openly, ask for email to get trial

Wrong: "Create account to browse features" Right: Let them explore, ask for account to save progress

Dark Patterns That Kill Trust

Missing Trust Signals by Industry

Trust Audit Checklist

For each commitment level you're asking for, answer:

1. What trust signals are present at this stage?

• List every trust-building element visible

2. What objections might arise here?

• Put yourself in a skeptical user's shoes

3. What's missing that competitors provide?

• Compare against 2-3 alternatives

4. Is the ask proportional to the value shown?

• Users should feel they've received more than they've given

Optimizing Trust Flow

Progressive Value Revelation

WRONG:
  Land → Account required → [Wall] → See value

RIGHT:
  Land → See partial value → Want more → Account → Full value

Trust-Building Sequence

1. Demonstrate before asking 2. Explain why you need what you're asking for 3. Offer alternatives (social login, guest checkout) 4. Reduce risk (guarantee, free trial) 5. Prove with social proof matching their persona

Quick Trust Wins