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competitive-analysis竞争分析

Agent Skill

competitive-analysis 用于查找、检索和筛选相关信息,适合在 Local Agent 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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2026-05-01

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简介

competitive-analysis 用于搜集和分析竞争对手公开信息。

  • 适合在 Local Agent 中支撑市场策略制定与产品定位优化。
  • 可通过公司名、产品名等关键词获取官网、新闻与报告摘要。
  • 数据来源于公开渠道,完整度与时效性存在局限。competitive-analysis 属于研究检索类 Skill,可作为该场景下的辅助能力补充。
  • 安装后建议先用已知案例测试其覆盖范围与准确性。

SKILL.md

Competitive Analysis

Overview

Shallow competitive research (checking a few websites) is not enough. This playbook gives you a systematic way to dissect competitors across strategy, product, pricing, marketing, operations, and reviews — then synthesise findings into exploitable gaps and a positioning wedge.


Step 1: Identify and Tier Your Competitors

Not all competitors are equal. Categorize them before diving in.

Direct competitors: Solve the exact same problem for the exact same customer. These are your primary benchmarks.

Indirect competitors: Solve a related problem or serve the same customer with a different solution. These matter because your customer is choosing between ALL of them (including doing nothing).

Aspirational competitors: Not in your niche yet, but could be. Larger or more established players who might expand into your space. Monitor these — they reveal what "winning at scale" looks like.

Identify 3-5 direct, 2-3 indirect, and 1-2 aspirational. You don't need to deep-dive all of them — focus your deepest analysis on your top 3 direct competitors.


Step 2: Intelligence Gathering Framework

For each competitor you're deep-diving, collect data across these six layers:

Layer 1: Strategy & Positioning

  • What is their stated mission or tagline?
  • Who do they say they're for? (Check homepage, about page, marketing copy)
  • What problem do they claim to solve?
  • What is their core differentiator? (The one thing they lean hardest on)
  • Who do they NOT serve? (The gaps in their positioning = your opportunity)

Layer 2: Product & Features

  • What does their product actually do? (Use their product page, feature list, docs)
  • What is their product's complexity level? (Simple tool vs. full platform)
  • What are their key technical strengths?
  • What's missing from their product that users would want? (See Layer 5 — Reviews)
  • What's their integration ecosystem like?

Layer 3: Pricing & Business Model

  • What pricing tiers do they offer?
  • What's included at each tier?
  • Do they offer a free tier or free trial? What's the conversion funnel?
  • What's their pricing psychology? (Per-user, per-usage, flat-rate, freemium?)
  • Where are the pricing gaps? (Too expensive for small users? No mid-tier option?)

Layer 4: Marketing & Distribution

  • How do they acquire customers? (Check: SEO — use Ahrefs/Ubersuggest free; Paid ads — use Google Ads Transparency Center or Facebook Ad Library; Content — check their blog, YouTube, social)
  • What channels are they strongest on?
  • What channels are they ignoring? (Your opening)
  • What is their content strategy? (Blog topics reveal what they think customers care about)
  • Do they have a referral or partner program?

Layer 5: Customer Reviews (Critical Layer)

This is where you find gold. Read 20+ reviews per competitor across:

  • G2, Capterra, Trustpilot
  • App Store / Google Play (if applicable)
  • Reddit threads mentioning the product
  • Twitter/X mentions

Categorize every complaint you find:

  • Feature gaps (things users want but don't have)
  • UX/experience frustrations (things that are clunky or confusing)
  • Pricing complaints (things users think are overpriced or unfair)
  • Support complaints (things the company handles poorly)
  • Onboarding complaints (things that are hard to get started with)

Also note what users praise most — these are the table stakes you must match.

Layer 6: Company Health & Trajectory

  • When was the company founded? How old is it?
  • Is it funded? How much? By whom? (Crunchbase)
  • Headcount trend on LinkedIn — growing, stable, or shrinking?
  • Recent news, blog posts, or product announcements — what direction are they moving?
  • Are they expanding into new markets or doubling down?

Step 3: Build a Comparison Matrix

After gathering data, create a side-by-side matrix. Columns = competitors (+ your planned offering). Rows = the dimensions that matter most to your target customer.

Pick 8-12 rows that are decision-relevant. Examples:

  • Price (monthly, annual)
  • Ease of setup (1-5 scale based on reviews)
  • Key feature A
  • Key feature B
  • Integration with [popular tool]
  • Free tier available?
  • Customer support quality
  • Speed / performance
  • Customization depth

Fill in each cell with what you know. Leave gaps where you genuinely don't know — gaps in your knowledge are research tasks, not guesses.


Step 4: Synthesize Into Exploitable Gaps

From your matrix and review analysis, identify your top 3 exploitable gaps. A gap is exploitable when ALL of these are true:

  1. Multiple competitors share the weakness — it's not just one player being sloppy; it's a structural blind spot in the market.
  2. Customers actually complain about it — you have review evidence that real people care.
  3. You can solve it — given your skills, budget, and timeline as a solopreneur.
  4. It's not table stakes — if everyone does it, you can't win by doing it too. The gap must be something competitors skip or do poorly.

For each exploitable gap, write:

  • What the gap is
  • Evidence (specific complaints or data)
  • How you would solve it
  • Why competitors likely aren't solving it (too niche for them? Requires a different business model? Conflicts with their strategy?)

Step 5: Define Your Competitive Wedge

Your "wedge" is the single, sharp angle you enter the market on. It's not "we're better at everything." It's "we are the only option that does [specific thing] for [specific person]."

Wedge formula:

"The only [product category] that [does specific thing] for [specific customer type]."

Examples:

  • "The only project management tool built specifically for solo consultants managing client work."
  • "The only email marketing platform with AI-generated subject line A/B testing built into the free tier."

Test your wedge:

  • Would a target customer immediately understand why this is different?
  • Is this wedge defensible for at least 6-12 months before a competitor copies it?
  • Can you build and deliver on this wedge solo?

Step 6: Ongoing Competitive Monitoring

Competition doesn't stop once you launch. Set up a lightweight monitoring routine:

  • Weekly (5 min): Check Google Alerts for top 2-3 competitor names. Scan for new features, pricing changes, funding news.
  • Monthly (30 min): Re-read 5-10 new reviews on G2/Capterra for your competitors. Are new complaints emerging?
  • Quarterly (2 hours): Re-run the comparison matrix. Have gaps closed? Have new gaps opened? Has a new competitor appeared?

Pitfalls

  • Copying a competitor's strategy instead of finding gaps. Copying loses on price and polish against incumbents.
  • Obsessing over one well-funded competitor and ignoring the small players who actually serve your niche.
  • Reading only positive reviews. Negative reviews are 10x more valuable for finding gaps.
  • Forgetting that "doing nothing" is always a competitor. Some customers will stick with their manual workaround rather than switch.

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