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competitive-teardown

Analyzes competitor products by synthesizing pricing, reviews, job postings, SEO, and social data into structured competitive intelligence with scoring, SWOT, and action roadmaps.

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包含的文件(6)

  • SKILL.md7.7 KB
  • references/analysis-templates.md6.5 KB
  • references/competitive-analysis-frameworks.md3.2 KB
  • references/data-collection-guide.md4.9 KB
  • references/scoring-rubric.md5.0 KB
  • scripts/competitive_matrix_builder.py10.5 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Competitive Teardown

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

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.

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.


Scoring Rubric (12 Dimensions, 1-5)

#Dimension1 (Weak)3 (Average)5 (Best-in-class)
1FeaturesCore only, many gapsSolid coverageComprehensive + unique
2PricingConfusing / overpricedMarket-rate, clearTransparent, flexible, fair
3UXConfusing, high frictionFunctionalDelightful, minimal friction
4PerformanceSlow, unreliableAcceptableFast, high uptime
5DocsSparse, outdatedDecent coverageComprehensive, searchable
6SupportEmail only, slowChat + email24/7, great response
7Integrations0-5 integrations6-2526+ or deep ecosystem
8SecurityNo mentionsSOC2 claimedSOC2 Type II, ISO 27001
9ScalabilityNo enterprise tierMid-market readyEnterprise-grade
10BrandGeneric, unmemorableDecent positioningStrong, differentiated
11CommunityNoneForum / SlackActive, vibrant community
12InnovationNo recent releasesQuarterlyFrequent, meaningful

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

DimensionAcme Corp ScoreEvidence
UX2App 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.


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

HorizonEffortExamples
Quick wins (0–4 wks)LowAdd review badges, publish comparison landing page
Medium-term (1–3 mo)ModerateLaunch free tier, improve onboarding TTFV, add top-requested integration
Strategic (3–12 mo)HighEnter 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

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