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竞争分析超级技能

结构化的竞争分析,包含功能矩阵、SWOT、定位图和用户体验评估。涵盖研究框架、定价比较、评论挖掘和可视化交付物。

竞争分析超级技能 是什么?

该技能提供了一个完整的竞争分析框架,专为产品经理、市场研究者和战略分析师设计。它支持在 Claude Code、Cursor 和 Codex 等 AI 代理平台中使用,通过命令行工具 `belt` 驱动,能够执行网页搜索、抓取定价页面、截取竞争对手网站截图、生成定位图等任务。技能包含 7 层分析模型,覆盖产品、定价、定位、用户评论、内容、团队和融资情况。它内置了结构化的模板用于功能对比矩阵、定价表格、SWOT 分析和定位图,并指导用户从 G2、Capterra、Reddit 等来源挖掘评论。最后,它强调生成可交付的报告(执行摘要和详细分析),并指出了常见错误,如数据过时和对比范围过广。

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

在你喜欢的 AI 中提问

打开一个已预加载此 Agent Skill 的新对话。

文档

安装 belt CLI 技能: npx skills add belt-sh/cli

竞争对手分析

通过 inference.sh CLI 进行的结构化竞争分析,包含研究和截图。

快速开始

需要 inference.sh CLI (belt)。安装说明

belt login

# 研究竞争对手格局
belt app run tavily/search-assistant --input '{
  "query": "2024年项目管理工具比较 市场份额 领先者"
}'

# 截取竞争对手网站截图
belt app run infsh/agent-browser --input '{
  "url": "https://competitor.com",
  "action": "screenshot"
}'

分析框架

7层分析

层分析内容数据来源
1. 产品功能、用户体验、质量截图、免费试用
2. 定价套餐、定价模型、隐藏成本定价页面、销售电话
3. 定位信息传递、标语、理想客户画像网站、广告
4. 牵引力用户数、收入、增长网络搜索、新闻、融资
5. 评论用户的优缺点G2、Capterra、应用商店
6. 内容博客、社交媒体、SEO 策略网站、社交媒体资料
7. 团队规模、关键招聘、背景LinkedIn、关于我们页面

研究命令

公司概况

# 综合情报
belt app run tavily/search-assistant --input '{
  "query": "CompetitorX 公司概况 融资 团队规模 2024"
}'

# 融资与财务状况
belt app run exa/search --input '{
  "query": "CompetitorX 融资轮次 估值 投资者"
}'

# 最新新闻
belt app run tavily/search-assistant --input '{
  "query": "CompetitorX 最新消息 公告 2024"
}'

产品分析

# 功能对比
belt app run exa/search --input '{
  "query": "CompetitorX 与替代品 功能对比 评测"
}'

# 定价详情
belt app run tavily/extract --input '{
  "urls": ["https://competitor.com/pricing"]
}'

# 用户评论
belt app run tavily/search-assistant --input '{
  "query": "CompetitorX G2 Capterra 评测 优点 缺点 2024"
}'

用户体验截图

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

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

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

功能矩阵

结构

| 功能 | 你的产品 | 竞争对手 A | 竞争对手 B | 竞争对手 C |
|---------|:---:|:---:|:---:|:---:|
| 实时协作 | ✅ | ✅ | ❌ | ✅ |
| API 访问 | ✅ | 仅付费版 | ✅ | ❌ |
| SSO/SAML | ✅ | 企业版 | ✅ | 企业版 |
| 自定义报告 | ✅ | 有限 | ✅ | ❌ |
| 移动应用 | ✅ | 仅 iOS | ✅ | ✅ |
| 免费套餐 | ✅ (无限) | ✅ (3个用户) | ❌ | ✅ (1个项目) |
| 集成 | 50+ | 100+ | 30+ | 20+ |

规则

  • ✅ = 完全支持
  • ⚠️ 或 "部分" = 有限或有条件
  • ❌ = 不支持
  • 注明条件:"仅付费版"、"企业版"、"Beta"
  • 优先列出你占优势的功能
  • 对手的优势要坦诚——可信度至关重要

定价对比

结构

| | 你的产品 | 竞争对手 A | 竞争对手 B |
|---------|:---:|:---:|:---:|
| **免费套餐** | 有,5个用户 | 有,3个用户 | 无 |
| **入门版** | 10美元/用户/月 | 15美元/用户/月 | 12美元/用户/月 |
| **专业版** | 25美元/用户/月 | 30美元/用户/月 | 29美元/用户/月 |
| **企业版** | 定制 | 定制 | 50美元/用户/月 |
| **计费方式** | 月付/年付 | 仅年付 | 月付/年付 |
| **年付折扣** | 20% | 15% | 25% |
| **最低座位数** | 1 | 5 | 3 |
| **隐藏成本** | 无 | 设置费500美元 | API调用按量计费 |

需要关注的内容

  • 最低座位要求
  • 仅年付方案(降低灵活性)
  • 不同套餐间的功能区分
  • 超额费用
  • 设置/入职费用
  • 合同锁定周期

SWOT 分析

为每个竞争对手创建 SWOT:

### 竞争对手 A — SWOT

| 优势 | 劣势 |
|-----------|------------|
| • 强大的品牌知名度 | • 功能开发缓慢 |
| • 庞大的集成生态系统 | • 复杂的入门流程(超过30分钟)|
| • 企业销售团队 | • 无免费套餐 |

| 机会 | 威胁 |
|--------------|---------|
| • AI功能尚未发布 | • 新的AI原生竞争对手 |
| • 扩展至中端市场 | • 客户对定价的投诉 |
| • 未开发的国际市场 | • 关键工程师离职(从LinkedIn看出)|

定位图

一个2x2矩阵,展示竞争对手在两个有意义维度上的位置。

选择有意义的坐标轴

好的坐标轴差的坐标轴
简单 ↔ 复杂好 ↔ 坏
SMB ↔ 企业便宜 ↔ 贵(太明显)
自助 ↔ 销售驱动旧 ↔ 新
专业化 ↔ 通用小 ↔ 大
意见明确 ↔ 灵活—

模板

                    企业
                        │
           竞争对手 C   │  竞争对手 A
                ●       │       ●
                        │
  简单 ──────────────────────────── 复杂
                        │
            你 ●       │  竞争对手 B
                        │       ●
                        │
                      SMB

生成可视化

# 使用 Python 创建定位图
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# 竞争对手\ncompetitors = {\n    \"你\": (-0.3, -0.3),\n    \"竞争对手 A\": (0.5, 0.6),\n    \"竞争对手 B\": (0.6, -0.4),\n    \"竞争对手 C\": (-0.4, 0.5)\n}\n\nfor name, (x, y) in competitors.items():\n    color = \"#22c55e\" if name == \"你\" else \"#6366f1\"\n    size = 200 if name == \"你\" 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(\"简单 ← → 复杂\", fontsize=14)\nax.set_ylabel(\"SMB ← → 企业\", fontsize=14)\nax.set_title(\"竞争定位图\", fontsize=16, fontweight=\"bold\")\nax.grid(True, alpha=0.3)\nplt.tight_layout()\nplt.savefig(\"positioning-map.png\", dpi=150)\nprint(\"已保存\")"
}'

评论挖掘

在哪里找评论

平台最适合URL 模式
G2B2B SaaSg2.com/products/[product]/reviews
Capterra商业软件capterra.com/software/[id]/reviews
App StoreiOS 应用apps.apple.com
Google PlayAndroid 应用play.google.com
Product Hunt产品发布producthunt.com/posts/[product]
Reddit真实意见reddit.com/r/[relevant-sub]

提取什么

类别寻找什么
最受好评满意用户最常提及的功能是什么?
最受抱怨不满意的用户怎么说?(= 你的机会)
切换原因用户为什么离开?什么触发了切换?
功能请求用户想要但缺失了什么?
对比提及用户进行比较时,他们会说什么?
# 挖掘 G2 评论
belt app run tavily/search-assistant --input '{
  "query": "CompetitorX G2 评测 投诉 问题 2024"
}'

# Reddit 情绪
belt app run exa/search --input '{
  "query": "reddit CompetitorX 替代品 沮丧 切换"
}'

交付物格式

执行摘要(1页)

## 竞争格局摘要

**市场:** [类别] — $[X]B 市场,年增长 [Y]%

**主要竞争对手:** A(领先者)、B(挑战者)、C(利基者)

**我们的定位:** [你的位置及其重要性]

**关键洞察:** [关于最大机会的一句话]

| 指标 | 你 | A | B | C |
|--------|-----|---|---|---|
| 用户数 | X | Y | Z | W |
| 定价(入门版) | $X | $Y | $Z | $W |
| 评分(G2) | X.X | Y.Y | Z.Z | W.W |

详细报告(每个竞争对手)

  1. 公司概况(规模、融资、团队)
  2. 产品分析(功能、用户体验截图)
  3. 定价分解
  4. SWOT 分析
  5. 评论分析(最受好评、最受抱怨)
  6. 与你对比的定位
  7. 机会总结

对比网格可视化

# 将竞争对手截图拼接成对比图
belt app run infsh/stitch-images --input '{
  "images": ["your-homepage.png", "competitorA-homepage.png", "competitorB-homepage.png"],
  "direction": "horizontal"
}'

常见错误

错误问题修复
只看功能遗漏定位、定价、牵引力使用7层分析框架
有偏见的分析失去可信度坦诚对待竞争对手的优势
过时数据错误结论标注所有研究日期,每季度更新
竞争对手太多分析瘫痪聚焦前3-5个直接竞争对手
没有“所以呢”数据无洞见每部分结尾都要说明对你的影响
仅功能对比未体现定位包含定价、评论、定位图

相关技能

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

浏览所有应用: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.

相关技能