Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
日本語の概要は準備中です。原文の説明を表示しています。
Analyzes competitor products by synthesizing pricing, reviews, job postings, SEO, and social data into structured competitive intelligence with scoring, SWOT, and action roadmaps.
日本語の概要は準備中です。原文の説明を表示しています。
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Follow these steps in sequence to produce a complete teardown:
references/data-collection-guide.md to gather raw signals from at least 3 sources per competitor (website, reviews, job postings, SEO, social).references/analysis-templates.md (Feature Matrix, Pricing Analysis, SWOT, Positioning Map, UX Audit).Full executable scripts for each source are in
references/data-collection-guide.md. Summaries of what to capture are below.
Key things to capture:
Review sentiment categories:
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.
Signals from job postings:
SEO signals to capture:
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.
| # | 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| 5 | Docs | Sparse, outdated | Decent coverage | Comprehensive, searchable |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.
Full template markdown is in
references/analysis-templates.md. Abbreviated reference below.
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
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.
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.).
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.
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.
| 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 |
product-team/product-strategist/) — Competitive insights feed OKR and strategy planningproduct-team/landing-page-generator/) — Competitive positioning informs landing page messagingまだレビューはありません。使ってみた感想をお寄せください。
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
日本語の概要は準備中です。原文の説明を表示しています。
Web/mobile accessibility decision guide: WCAG 2.2 AA, ARIA, keyboard nav, focus management, contrast, testing. Use for: a11y, accessibility, wcag, aria, screen reader, keyboard, contrast.
日本語の概要は準備中です。原文の説明を表示しています。
Generate, iterate, and scale ad creative for paid advertising across Google, Meta, LinkedIn, and X. Covers platform specs, creative frameworks, and quality validation.
日本語の概要は準備中です。原文の説明を表示しています。
Musica interactiva para juegos: layering vertical, re-secuenciacion horizontal, stingers, reglas de transicion con sync points, y mapeo de estados de gameplay a musica. Usar para: musica adaptativa, sistema de musica dinamica, transiciones musicales, combat music.
日本語の概要は準備中です。原文の説明を表示しています。
Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
日本語の概要は準備中です。原文の説明を表示しています。
Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
日本語の概要は準備中です。原文の説明を表示しています。