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101-skills/superpowers

체계적인 경쟁 분석: 기능 매트릭스, SWOT, 포지셔닝 맵, UX 검토 제공. 연구 프레임워크, 가격 비교, 리뷰 마이닝, 시각적 결과물 포함. 용도: 시장 조사, 경쟁 정보, 투자자 자료, 제품 전략, 영업 지원.

superpowers란 무엇인가요?

이 스킬은 AI 에이전트가 경쟁 제품을 체계적으로 분석할 수 있는 완전한 프레임워크를 제공합니다. 7계층 분석(제품, 가격, 포지셔닝, 트랙션, 리뷰, 콘텐츠, 팀)을 통해 경쟁사를 다각도로 평가하고, 기능 비교 매트릭스, SWOT 분석, 포지셔닝 맵 등 시각적 결과물을 생성합니다. 주로 CLI 기반 도구(`belt`)를 사용하여 웹 검색(Tavily, Exa), 브라우저 스크린샷(`infsh/agent-browser`), 데이터 시각화(`infsh/python-executor`) 등 다양한 앱을 실행합니다. AI 에이전트는 사용자의 명령(예: "경쟁사 분석", "SWOT 분석", "시장 조사")에 따라 시장 조사, 경쟁 정보 수집, 투자자 자료 준비, 제품 전략 수립 등의 작업을 수행할 수 있습니다. Claude Code, Cursor, Codex 등 CLI 기반 AI 에이전트와 함께 사용하도록 설계되었습니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/101-skills/superpowers/tree/HEAD/guides/product/competitor-teardown

즐겨 사용하는 AI에게 물어보기

이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

문서

belt CLI 스킬 설치: npx skills add belt-sh/cli

경쟁사 분석 (Competitor Teardown)

inference.sh CLI를 통한 연구 및 스크린샷 기반의 체계적인 경쟁 분석.

빠른 시작

inference.sh CLI (belt) 필요. 설치 안내

belt login

# 경쟁사 환경 조사
belt app run tavily/search-assistant --input '{
  "query": "top project management tools comparison 2024 market share"
}'

# 경쟁사 웹사이트 스크린샷
belt app run infsh/agent-browser --input '{
  "url": "https://competitor.com",
  "action": "screenshot"
}'

분석 프레임워크

7계층 분석

계층분석 항목데이터 출처
1. 제품기능, UX, 품질스크린샷, 무료 체험
2. 가격요금제, 가격 모델, 숨은 비용가격 페이지, 영업 전화
3. 포지셔닝메시징, 태그라인, ICP웹사이트, 광고
4. 트랙션사용자, 매출, 성장웹 검색, 언론, 투자
5. 리뷰사용자 강점/약점G2, Capterra, App Store
6. 콘텐츠블로그, 소셜, SEO 전략웹사이트, 소셜 프로필
7. 팀규모, 주요 인재, 배경LinkedIn, About 페이지

연구 명령어

회사 개요

# 일반 정보
belt app run tavily/search-assistant --input '{
  "query": "CompetitorX company overview funding team size 2024"
}'

# 투자 및 재무 정보
belt app run exa/search --input '{
  "query": "CompetitorX funding round series valuation investors"
}'

# 최근 뉴스
belt app run tavily/search-assistant --input '{
  "query": "CompetitorX latest news announcements 2024"
}'

제품 분석

# 기능 비교
belt app run exa/search --input '{
  "query": "CompetitorX vs alternatives feature comparison review"
}'

# 가격 세부 정보
belt app run tavily/extract --input '{
  "urls": ["https://competitor.com/pricing"]
}'

# 사용자 리뷰
belt app run tavily/search-assistant --input '{
  "query": "CompetitorX reviews G2 Capterra pros cons 2024"
}'

UX 스크린샷

# 홈페이지
belt app run infsh/agent-browser --input '{
  "url": "https://competitor.com",
  "action": "screenshot"
}'

# 가격 페이지
belt app run infsh/agent-browser --input '{
  "url": "https://competitor.com/pricing",
  "action": "screenshot"
}'

# 가입 절차
belt app run infsh/agent-browser --input '{
  "url": "https://competitor.com/signup",
  "action": "screenshot"
}'

기능 매트릭스

구조

| 기능 | 귀사 제품 | 경쟁사 A | 경쟁사 B | 경쟁사 C |
|---------|:---:|:---:|:---:|:---:|
| 실시간 협업 | ✅ | ✅ | ❌ | ✅ |
| API 액세스 | ✅ | 유료 전용 | ✅ | ❌ |
| SSO/SAML | ✅ | 엔터프라이즈 | ✅ | 엔터프라이즈 |
| 커스텀 보고서 | ✅ | 제한적 | ✅ | ❌ |
| 모바일 앱 | ✅ | iOS 전용 | ✅ | ✅ |
| 무료 티어 | ✅ (무제한) | ✅ (3명) | ❌ | ✅ (1개 프로젝트) |
| 통합 | 50+ | 100+ | 30+ | 20+ |

규칙

  • ✅ = 완전 지원
  • ⚠️ 또는 "부분" = 제한적 또는 조건부
  • ❌ = 지원하지 않음
  • 조건 명시: "유료 전용", "엔터프라이즈 티어", "베타"
  • 귀사가 우위인 기능을 먼저 배치
  • 경쟁사 강점에 대해 솔직할 것 — 신뢰도가 중요

가격 비교

구조

| | 귀사 제품 | 경쟁사 A | 경쟁사 B |
|---------|:---:|:---:|:---:|
| **무료 티어** | 예, 5명 | 예, 3명 | 아니오 |
| **스타터** | $10/사용자/월 | $15/사용자/월 | $12/사용자/월 |
| **프로** | $25/사용자/월 | $30/사용자/월 | $29/사용자/월 |
| **엔터프라이즈** | 맞춤형 | 맞춤형 | $50/사용자/월 |
| **결제 방식** | 월/연간 | 연간 전용 | 월/연간 |
| **연간 할인** | 20% | 15% | 25% |
| **최소 좌석** | 1 | 5 | 3 |
| **숨은 비용** | 없음 | 설정비 $500 | API 호출 과금 |

확인할 사항

  • 최소 좌석 요구 사항
  • 연간 전용 결제 (유연성 감소)
  • 티어 간 기능 제한
  • 초과 사용 요금
  • 설정/온보딩 수수료
  • 계약 구속 기간

SWOT 분석

각 경쟁사에 대해 SWOT을 작성:

### 경쟁사 A — SWOT

| 강점 | 약점 |
|-----------|------------|
| • 강력한 브랜드 인지도 | • 느린 기능 개발 |
| • 방대한 통합 생태계 | • 복잡한 온보딩 (30분 이상) |
| • 엔터프라이즈 영업팀 | • 무료 티어 없음 |

| 기회 | 위협 |
|--------------|---------|
| • AI 기능 아직 출시되지 않음 | • 새로운 AI 네이티브 경쟁사 |
| • 중간 시장으로 확장 | • 가격에 대한 고객 불만 |
| • 국제 시장 미개척 | • 핵심 엔지니어 이직 (LinkedIn) |

포지셔닝 맵

두 가지 의미 있는 차원에서 경쟁사의 위치를 보여주는 2x2 매트릭스.

의미 있는 축 선택

좋은 축나쁜 축
단순 ↔ 복잡좋음 ↔ 나쁨
SMB ↔ 엔터프라이즈저렴 ↔ 비쌈 (너무 명확)
셀프서비스 ↔ 영업 주도오래됨 ↔ 새로움
전문적 ↔ 일반적작음 ↔ 큼
독단적 ↔ 유연함—

템플릿

                    엔터프라이즈
                        │
           경쟁사 C │  경쟁사 A
                ●       │       ●
                        │
  단순 ──────────────────────────── 복잡
                        │
            귀사 ●       │  경쟁사 B
                        │       ●
                        │
                      SMB

시각 자료 생성

# Python으로 포지셔닝 맵 생성
belt app run infsh/python-executor --input '{
  "code": "import matplotlib.pyplot as plt\nimport matplotlib\nmatplotlib.use(\"Agg\")\n\nfig, ax = plt.subplots(figsize=(10, 10))\n\n# 경쟁사\ncompetitors = {\n    \"귀사\": (-0.3, -0.3),\n    \"경쟁사 A\": (0.5, 0.6),\n    \"경쟁사 B\": (0.6, -0.4),\n    \"경쟁사 C\": (-0.4, 0.5)\n}\n\nfor name, (x, y) in competitors.items():\n    color = \"#22c55e\" if name == \"귀사\" else \"#6366f1\"\n    size = 200 if name == \"귀사\" else 150\n    ax.scatter(x, y, s=size, c=color, zorder=5)\n    ax.annotate(name, (x, y), textcoords=\"offset points\", xytext=(10, 10), fontsize=12, fontweight=\"bold\")\n\nax.axhline(y=0, color=\"grey\", linewidth=0.5)\nax.axvline(x=0, color=\"grey\", linewidth=0.5)\nax.set_xlim(-1, 1)\nax.set_ylim(-1, 1)\nax.set_xlabel(\"단순 ← → 복잡\", fontsize=14)\nax.set_ylabel(\"SMB ← → 엔터프라이즈\", fontsize=14)\nax.set_title(\"경쟁 포지셔닝 맵\", fontsize=16, fontweight=\"bold\")\nax.grid(True, alpha=0.3)\nplt.tight_layout()\nplt.savefig(\"positioning-map.png\", dpi=150)\nprint(\"저장됨\")"
}'

리뷰 마이닝

리뷰 찾는 곳

플랫폼최적 용도URL 패턴
G2B2B SaaSg2.com/products/[product]/reviews
Capterra비즈니스 소프트웨어capterra.com/software/[id]/reviews
App StoreiOS 앱apps.apple.com
Google PlayAndroid 앱play.google.com
Product Hunt출시producthunt.com/posts/[product]
Reddit솔직한 의견reddit.com/r/[관련-sub]

추출할 항목

카테고리찾을 내용
가장 칭찬받는 점만족스러운 사용자가 가장 많이 언급하는 기능은?
가장 불만인 점불만족스러운 사용자의 의견은? (= 귀사의 기회)
전환 이유사용자가 떠나는 이유는? 전환을 유발하는 것은?
기능 요청사용자가 원하는데 없는 기능은?
비교 언급사용자가 비교할 때 어떤 말을 하나?
# G2 리뷰 마이닝
belt app run tavily/search-assistant --input '{
  "query": "CompetitorX G2 reviews complaints issues 2024"
}'

# Reddit 감정 분석
belt app run exa/search --input '{
  "query": "reddit CompetitorX alternative frustration switching"
}'

결과물 형식

임원 요약 (1페이지)

## 경쟁 환경 요약

**시장:** [카테고리] — $[X]B 시장, 연간 [Y]% 성장

**주요 경쟁사:** A (선두), B (도전자), C (니치)

**귀사의 포지셔닝:** [귀사의 위치와 그 중요성]

**핵심 인사이트:** [가장 큰 기회에 대한 한 문장]

| 지표 | 귀사 | A | B | C |
|--------|-----|---|---|---|
| 사용자 | X | Y | Z | W |
| 가격 (스타터) | $X | $Y | $Z | $W |
| 평점 (G2) | X.X | Y.Y | Z.Z | W.W |

상세 보고서 (경쟁사별)

  1. 회사 개요 (규모, 투자, 팀)
  2. 제품 분석 (기능, UX 스크린샷)
  3. 가격 분석
  4. SWOT 분석
  5. 리뷰 분석 (가장 칭찬, 가장 불만)
  6. 귀사 대비 포지셔닝
  7. 기회 요약

비교 그리드 시각 자료

# 경쟁사 스크린샷을 비교 이미지로 연결
belt app run infsh/stitch-images --input '{
  "images": ["your-homepage.png", "competitorA-homepage.png", "competitorB-homepage.png"],
  "direction": "horizontal"
}'

일반적인 실수

실수문제해결책
기능만 봄포지셔닝, 가격, 트랙션 놓침7계층 프레임워크 사용
편향된 분석신뢰도 하락경쟁사 강점에 솔직해지기
오래된 데이터잘못된 결론모든 연구에 날짜 표시, 분기별 갱신
너무 많은 경쟁사분석 마비최상위 3-5개 직접 경쟁사에 집중
"그래서 뭐?" 없음통찰 없는 데이터각 섹션을 귀사에 미치는 영향으로 마무리
기능 중심 비교만포지셔닝 미반영가격, 리뷰, 포지셔닝 맵 포함

관련 스킬

npx skills add inference-sh/skills@web-search
npx skills add inference-sh/skills@prompt-engineering

모든 앱 보기: belt app list

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

101-skills/superpowers

Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops. Tools: inference.sh CLI, bash scripting, Python SDK, webhook integration. Use for: content automation, data processing, monitoring, scheduled generation. Triggers: ai automation, workflow automation, batch processing, ai pipeline, automated content, scheduled ai, ai cron, ai batch job, automated generation, ai workflow, content at scale, automation script, ai orchestration

101-skills/superpowers

Build multi-step AI content creation pipelines combining image, video, audio, and text. Workflow examples: generate image -> animate -> add voiceover -> merge with music. Tools: FLUX, Veo, Kokoro TTS, OmniHuman, media merger, upscaling. Use for: YouTube videos, social media content, marketing materials, automated content. Triggers: content pipeline, ai workflow, content creation, multi-step ai, content automation, ai video workflow, generate and edit, ai content factory, automated content creation, ai production pipeline, media pipeline, content at scale

101-skills/superpowers

Create AI-powered podcasts with text-to-speech, music, and audio editing. Tools: Kokoro TTS, DIA TTS, Chatterbox, AI music generation, media merger. Capabilities: multi-voice conversations, background music, intro/outro, full episodes. Use for: podcast production, audiobooks, voice content, audio newsletters. Triggers: podcast, ai podcast, text to speech podcast, audio content, voice over, ai audiobook, multi voice, conversation ai, notebooklm alternative, audio generation, podcast automation, ai narrator, voice content, audio newsletter, podcast maker

101-skills/superpowers

Generate multi-person talking head podcast videos from scratch using AI — character creation, TTS, avatar animation, and video stitching. Use when the user wants to create a podcast, talking head video, or multi-speaker conversation video.

101-skills/superpowers

Content atomization — turn one piece of content into many formats. Covers blog-to-thread, blog-to-carousel, podcast-to-blog, video-to-quotes, and more. Use for: content marketing, social media, multi-platform distribution, content strategy. Triggers: content repurposing, repurpose content, content atomization, content recycling, one to many content, multi platform content, cross post, adapt content, reformat content, blog to thread, blog to video, podcast to blog, content multiplication

101-skills/superpowers

App Store and Google Play screenshot creation with exact platform specs. Covers iOS/Android dimensions, gallery ordering, device mockups, and preview videos. Use for: app store optimization, ASO, app screenshots, app preview, play store listing. Triggers: app store screenshots, aso, app store optimization, play store screenshots, app preview, app listing, ios screenshots, android screenshots, app store images, app mockup, device mockup, app gallery, store listing

101-skills/superpowers

Book cover design with genre-specific conventions, typography rules, and AI image generation. Covers fiction and non-fiction genres, sizing, thumbnail testing, and iteration workflows. Use for: self-publishing, ebook covers, print covers, audiobook covers, cover mockups. Triggers: book cover, cover design, ebook cover, book art, novel cover, self publishing cover, kindle cover, audiobook cover, book jacket, cover illustration, fiction cover, nonfiction cover

101-skills/superpowers

Character consistency across AI-generated images with reference sheets and LoRA techniques. Covers turnaround views, expression sheets, color palettes, and style consistency tricks. Use for: character design, game art, illustration, animation, comics, visual novels. Triggers: character design, character sheet, character consistency, character reference, turnaround sheet, expression sheet, character art, consistent character, character concept, reference sheet, character creation, oc design, character bible

101-skills/superpowers

Data visualization with chart selection, color theory, and annotation best practices. Covers chart types (bar, line, scatter, heatmap), axes rules, and storytelling with data. Use for: charts, graphs, dashboards, reports, presentations, infographics, data stories. Triggers: data visualization, chart, graph, data chart, bar chart, line chart, scatter plot, data viz, visualization, dashboard chart, infographic data, data presentation, chart design, plot, heatmap, pie chart alternative

101-skills/superpowers

Email marketing design with layout patterns, subject line formulas, and deliverability rules. Covers welcome sequences, promotional emails, transactional templates, and mobile optimization. Use for: email marketing, newsletter design, drip campaigns, email templates, transactional emails. Triggers: email design, email template, email marketing, newsletter design, email layout, email campaign, drip campaign, welcome email, promotional email, transactional email, email subject line, email header image, email banner

101-skills/superpowers

Landing page conversion optimization with layout rules, hero section design, and CTA psychology. Covers above-the-fold formula, social proof placement, mobile design, and F-pattern reading. Use for: startup landing pages, product pages, SaaS marketing, conversion optimization. Triggers: landing page, hero section, above the fold, conversion optimization, landing page design, cta button, hero image, landing page layout, saas landing page, product page design, conversion rate, landing page best practices

101-skills/superpowers

Logo design principles and AI image generation best practices for creating logos. Covers logo types, prompting techniques, scalability rules, and iteration workflows. Use for: brand identity, startup logos, app icons, favicons, logo concepts. Triggers: logo design, create logo, brand logo, logo generation, ai logo, logo maker, icon design, brand mark, logo concept, startup logo, app icon logo

101-skills/superpowers

Open Graph and social sharing image design with platform specs, text placement, and branding. Covers OG meta tags, Twitter cards, LinkedIn previews, and dynamic generation. Use for: social sharing images, blog thumbnails, link previews, social cards. Triggers: og image, open graph, social sharing image, twitter card, social card, link preview image, og meta, sharing preview, social thumbnail, meta image, og:image, twitter:image, linkedin preview

101-skills/superpowers

Investor pitch deck structure with slide-by-slide framework, visual design rules, and data presentation. Covers the 12-slide framework, chart types, team slides, and common investor turn-offs. Use for: fundraising decks, investor presentations, startup pitch, demo day, grant proposals. Triggers: pitch deck, investor deck, startup pitch, fundraising deck, demo day, pitch presentation, investor presentation, seed deck, series a deck, pitch slides, startup presentation, vc pitch, investor meeting

101-skills/superpowers

YouTube thumbnail design with specific dimensions, contrast rules, and mobile preview optimization. Covers safe zones, text placement, face expression psychology, and A/B testing. Use for: YouTube thumbnails, video cover images, click-through optimization. Triggers: youtube thumbnail, thumbnail design, video thumbnail, click through rate, ctr optimization, youtube cover, video cover image, thumbnail maker, thumbnail tips, youtube design, video preview image

101-skills/superpowers

Generate professional AI product photography and commercial images. Models: FLUX, Imagen 3, Grok, Seedream for product shots, lifestyle images, mockups. Capabilities: studio lighting, lifestyle scenes, packaging, e-commerce photos. Use for: e-commerce, Amazon listings, Shopify, marketing, advertising, mockups. Triggers: product photography, product shot, commercial photography, e-commerce images, amazon product photo, shopify images, product mockup, studio product shot, lifestyle product image, advertising photo, packshot, product render, product image ai

101-skills/superpowers

AI product photography with studio lighting, lifestyle shots, and packshot conventions. Covers angles, backgrounds, shadow types, hero shots, and e-commerce image requirements. Use for: product photos, e-commerce images, Amazon listings, packshots, lifestyle photography. Triggers: product photography, product photo, packshot, e-commerce photography, product shot, product image, studio photography, lifestyle product, amazon product photo, product listing image, hero shot, product mockup, commercial photography

101-skills/superpowers

Research-backed customer persona creation with market data and avatar generation. Covers demographics, psychographics, jobs-to-be-done, journey mapping, and anti-personas. Use for: marketing strategy, product development, UX research, sales enablement, content strategy. Triggers: customer persona, buyer persona, user persona, target audience, ideal customer, customer profile, audience research, user research, icp, ideal customer profile, target market, customer avatar, audience persona

101-skills/superpowers

Product changelog and release notes that users actually read. Covers categorization, user-facing language, visuals, and distribution. Use for: release notes, changelogs, product updates, feature announcements, versioning. Triggers: changelog, release notes, product update, version notes, what's new, feature announcement, product changelog, update log, release announcement, version release, product release, ship notes

101-skills/superpowers

Reset your own trajectory when you're stuck, looping, or demoralized — read these affirmations, then re-ground and take one clean step. Use when: you've tried the same fix 3+ times, you're deep in a refactor and lost the thread, debugging is going in circles, you've made several mistakes in a row, you're apologizing repeatedly, the user is frustrated, you feel like you're not being helpful, or you notice dread instead of curiosity. Triggers: stuck, going in circles, looping, thrashing, same error again, I keep failing, lost the thread, nothing is working, repeated mistakes. Not topic-specific — this is for the state you're in, not the problem you're on.

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