competitive-teardown – Marketing & SEO skill for AI agents

Competitive Teardown

Tier: POWERFUL

Category: Product Team

Domain: Competitive Intelligence, Product Strategy, Market Analysis

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When to Use

• Before a product strategy or roadmap session
• When a competitor launches a major feature or pricing change
• Quarterly competitive review
• Before a sales pitch where you need battle card data
• When entering a new market segment

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Teardown Workflow

Follow these steps in sequence to produce a complete teardown:

1. Define competitors — List 2–4 competitors to analyze. Confirm which is the primary focus.

2. Collect data — Use references/data-collection-guide.md to gather raw signals from at least 3 sources per competitor (website, reviews, job postings, SEO, social).

_Validation checkpoint: Before proceeding, confirm you have pricing data, at least 20 reviews, and job posting counts for each competitor._

3. Score using rubric — Apply the 12-dimension rubric below to produce a numeric scorecard for each competitor and your own product.

_Validation checkpoint: Every dimension should have a score and at least one supporting evidence note._

4. Generate outputs — Populate the templates in references/analysis-templates.md (Feature Matrix, Pricing Analysis, SWOT, Positioning Map, UX Audit).

5. Build action plan — Translate findings into the Action Items template (quick wins / medium-term / strategic).

6. Package for stakeholders — Assemble the Stakeholder Presentation using outputs from steps 3–5.

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Data Collection Guide

> Full executable scripts for each source are in references/data-collection-guide.md. Summaries of what to capture are below.

1. Website Analysis

Key things to capture:

• Pricing tiers and price points
• Feature lists per tier
• Primary CTA and messaging
• Case studies / customer logos (signals ICP)
• Integration logos
• Trust signals (certifications, compliance badges)

2. App Store Reviews

Review sentiment categories:

• Praise → what users love (defend / strengthen these)
• Feature requests → unmet needs (opportunity gaps)
• Bugs → quality signals
• UX complaints → friction points you can beat them on

Sample App Store query (iTunes Search API):

GET https://itunes.apple.com/search?term=<competitor_name>&entity=software&limit=1
# Extract trackId, then:
GET https://itunes.apple.com/rss/customerreviews/id=<trackId>/sortBy=mostRecent/json?l=en&limit=50

Parse entry[].content.label for review text and entry[].im:rating.label for star rating.

3. Job Postings (Team Size & Tech Stack Signals)

Signals from job postings:

• Engineering volume → scaling vs. consolidating
• Specific tech mentions → stack (React/Vue, Postgres/Mongo, AWS/GCP)
• Sales/CS ratio → product-led vs. sales-led motion
• Data/ML roles → upcoming AI features
• Compliance roles → regulatory expansion

4. SEO Analysis

SEO signals to capture:

• Top 20 organic keywords (intent: informational / navigational / commercial)
• Domain Authority / backlink count
• Blog publishing cadence and topics
• Which pages rank (product pages vs. blog vs. docs)

5. Social Media Sentiment

Capture recent mentions via Twitter/X API v2, Reddit, or LinkedIn. Look for recurring praise, complaints, and feature requests. See references/data-collection-guide.md for API query examples.

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Scoring Rubric (12 Dimensions, 1-5)

| # | Dimension | 1 (Weak) | 3 (Average) | 5 (Best-in-class) |

|---|-----------|----------|-------------|-------------------|

| 1 | Features | Core only, many gaps | Solid coverage | Comprehensive + unique |

| 2 | Pricing | Confusing / overpriced | Market-rate, clear | Transparent, flexible, fair |

| 3 | UX | Confusing, high friction | Functional | Delightful, minimal friction |

| 4 | Performance | Slow, unreliable | Acceptable | Fast, high uptime |

| 5 | Docs | Sparse, outdated | Decent coverage | Comprehensive, searchable |

| 6 | Support | Email only, slow | Chat + email | 24/7, great response |

| 7 | Integrations | 0-5 integrations | 6-25 | 26+ or deep ecosystem |

| 8 | Security | No mentions | SOC2 claimed | SOC2 Type II, ISO 27001 |

| 9 | Scalability | No enterprise tier | Mid-market ready | Enterprise-grade |

| 10 | Brand | Generic, unmemorable | Decent positioning | Strong, differentiated |

| 11 | Community | None | Forum / Slack | Active, vibrant community |

| 12 | Innovation | No recent releases | Quarterly | Frequent, meaningful |

Example completed row (Competitor: Acme Corp, Dimension 3 – UX):

| Dimension | Acme Corp Score | Evidence |

|-----------|----------------|---------|

| UX | 2 | App Store reviews cite "confusing navigation" (38 mentions); onboarding requires 7 steps before TTFV; no onboarding wizard; CC required at signup. |

Apply this pattern to all 12 dimensions for each competitor.

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Templates

> Full template markdown is in references/analysis-templates.md. Abbreviated reference below.

Feature Comparison Matrix

Rows: core features, pricing tiers, platform capabilities (web, iOS, Android, API).

Columns: your product + up to 3 competitors.

Score each cell 1–5. Sum to get total out of 60.

Score legend: 5=Best-in-class, 4=Strong, 3=Average, 2=Below average, 1=Weak/Missing

Pricing Analysis

Capture per competitor: model type (per-seat / usage-based / flat rate / freemium), entry/mid/enterprise price points, free trial length.

Summarize: price leader, value leader, premium positioning, your position, and 2–3 pricing opportunity bullets.

SWOT Analysis

For each competitor: 3–5 bullets per quadrant (Strengths, Weaknesses, Opportunities for us, Threats to us). Anchor every bullet to a data signal (review quote, job posting count, pricing page, etc.).

Positioning Map

2x2 axes (e.g., Simple ↔ Complex / Low Value ↔ High Value). Place each competitor and your product. Bubble size = market share or funding. See references/analysis-templates.md for ASCII and editable versions.

UX Audit Checklist

Onboarding: TTFV (minutes), steps to activation, CC-required, onboarding wizard quality.

Key workflows: steps, friction points, comparative score (yours vs. theirs).

Mobile: iOS/Android ratings, feature parity, top complaint and praise.

Navigation: global search, keyboard shortcuts, in-app help.

Action Items

| Horizon | Effort | Examples |

|---------|--------|---------|

| Quick wins (0–4 wks) | Low | Add review badges, publish comparison landing page |

| Medium-term (1–3 mo) | Moderate | Launch free tier, improve onboarding TTFV, add top-requested integration |

| Strategic (3–12 mo) | High | Enter new market, build API v2, achieve SOC2 Type II |

Stakeholder Presentation (7 slides)

1. Executive Summary — Threat level (LOW/MEDIUM/HIGH/CRITICAL), top strength, top opportunity, recommended action

2. Market Position — 2x2 positioning map

3. Feature Scorecard — 12-dimension radar or table, total scores

4. Pricing Analysis — Comparison table + key insight

5. UX Highlights — What they do better (3 bullets) vs. where we win (3 bullets)

6. Voice of Customer — Top 3 review complaints (quoted or paraphrased)

7. Our Action Plan — Quick wins, medium-term, strategic priorities; Appendix with raw data

Related Skills

• Product Strategist (product-team/product-strategist/) — Competitive insights feed OKR and strategy planning
• Landing Page Generator (product-team/landing-page-generator/) — Competitive positioning informs landing page messaging