mediar-ai/competitor-teardown

Competitor Teardown

Structured competitive analysis with research and screenshots via inference.sh CLI.

Quick Start

curl -fsSL https://cli.inference.sh | sh && infsh login

# Research competitor landscape
infsh app run tavily/search-assistant --input '{
  "query": "top project management tools comparison 2024 market share"
}'

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

Install note: The install script only detects your OS/architecture, downloads the matching binary from dist.inference.sh, and verifies its SHA-256 checksum. No elevated permissions or background processes. Manual install & verification available.

Teardown Framework

The 7-Layer Analysis

| Layer | What to Analyze | Data Source | |-------|----------------|-------------| | 1. Product | Features, UX, quality | Screenshots, free trial | | 2. Pricing | Plans, pricing model, hidden costs | Pricing page, sales call | | 3. Positioning | Messaging, tagline, ICP | Website, ads | | 4. Traction | Users, revenue, growth | Web search, press, funding | | 5. Reviews | Strengths, weaknesses from users | G2, Capterra, App Store | | 6. Content | Blog, social, SEO strategy | Website, social profiles | | 7. Team | Size, key hires, background | LinkedIn, About page |

Research Commands

Company Overview

# General intelligence
infsh app run tavily/search-assistant --input '{
  "query": "CompetitorX company overview funding team size 2024"
}'

# Funding and financials
infsh app run exa/search --input '{
  "query": "CompetitorX funding round series valuation investors"
}'

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

Product Analysis

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

# Pricing details
infsh app run tavily/extract --input '{
  "urls": ["https://competitor.com/pricing"]
}'

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

UX Screenshots

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

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

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

Feature Matrix

Structure

| Feature | Your Product | Competitor A | Competitor B | Competitor C |
|---------|:---:|:---:|:---:|:---:|
| Real-time collaboration | ✅ | ✅ | ❌ | ✅ |
| API access | ✅ | Paid only | ✅ | ❌ |
| SSO/SAML | ✅ | Enterprise | ✅ | Enterprise |
| Custom reports | ✅ | Limited | ✅ | ❌ |
| Mobile app | ✅ | iOS only | ✅ | ✅ |
| Free tier | ✅ (unlimited) | ✅ (3 users) | ❌ | ✅ (1 project) |
| Integrations | 50+ | 100+ | 30+ | 20+ |

Rules

• ✅ = Full support
• ⚠️ or "Partial" = Limited or conditional
• ❌ = Not available
• Note conditions: "Paid only", "Enterprise tier", "Beta"
• Lead with features where YOU win
• Be honest about competitor strengths — credibility matters

Pricing Comparison

Structure

| | Your Product | Competitor A | Competitor B |
|---------|:---:|:---:|:---:|
| **Free tier** | Yes, 5 users | Yes, 3 users | No |
| **Starter** | $10/user/mo | $15/user/mo | $12/user/mo |
| **Pro** | $25/user/mo | $30/user/mo | $29/user/mo |
| **Enterprise** | Custom | Custom | $50/user/mo |
| **Billing** | Monthly/Annual | Annual only | Monthly/Annual |
| **Annual discount** | 20% | 15% | 25% |
| **Min seats** | 1 | 5 | 3 |
| **Hidden costs** | None | Setup fee $500 | API calls metered |

What to Look For

• Minimum seat requirements
• Annual-only billing (reduces flexibility)
• Feature gating between tiers
• Overage charges
• Setup/onboarding fees
• Contract lock-in periods

SWOT Analysis

Create a SWOT for each competitor:

### Competitor A — SWOT

| Strengths | Weaknesses |
|-----------|------------|
| • Strong brand recognition | • Slow feature development |
| • Large integration ecosystem | • Complex onboarding (30+ min) |
| • Enterprise sales team | • No free tier |

| Opportunities | Threats |
|--------------|---------|
| • AI features not yet shipped | • New AI-native competitors |
| • Expanding into mid-market | • Customer complaints about pricing |
| • International markets untapped | • Key engineer departures (LinkedIn) |

Positioning Map

A 2x2 matrix showing where competitors sit on two meaningful dimensions.

Choose Meaningful Axes

| Good Axes | Bad Axes | |-----------|----------| | Simple ↔ Complex | Good ↔ Bad | | SMB ↔ Enterprise | Cheap ↔ Expensive (too obvious) | | Self-serve ↔ Sales-led | Old ↔ New | | Specialized ↔ General | Small ↔ Large | | Opinionated ↔ Flexible | — |

Template

                    Enterprise
                        │
           Competitor C │  Competitor A
                ●       │       ●
                        │
  Simple ──────────────────────────── Complex
                        │
            You ●       │  Competitor B
                        │       ●
                        │
                      SMB

Generating the Visual

# Create positioning map with Python
infsh 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# Competitors\ncompetitors = {\n    \"You\": (-0.3, -0.3),\n    \"Competitor A\": (0.5, 0.6),\n    \"Competitor B\": (0.6, -0.4),\n    \"Competitor C\": (-0.4, 0.5)\n}\n\nfor name, (x, y) in competitors.items():\n    color = \"#22c55e\" if name == \"You\" else \"#6366f1\"\n    size = 200 if name == \"You\" 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(\"Simple ← → Complex\", fontsize=14)\nax.set_ylabel(\"SMB ← → Enterprise\", fontsize=14)\nax.set_title(\"Competitive Positioning Map\", fontsize=16, fontweight=\"bold\")\nax.grid(True, alpha=0.3)\nplt.tight_layout()\nplt.savefig(\"positioning-map.png\", dpi=150)\nprint(\"Saved\")"
}'

Review Mining

Where to Find Reviews

| Platform | Best For | URL Pattern | |----------|----------|-------------| | G2 | B2B SaaS | g2.com/products/[product]/reviews | | Capterra | Business software | capterra.com/software/[id]/reviews | | App Store | iOS apps | apps.apple.com | | Google Play | Android apps | play.google.com | | Product Hunt | Launches | producthunt.com/posts/[product] | | Reddit | Honest opinions | reddit.com/r/[relevant-sub] |

What to Extract

| Category | Look For | |----------|---------| | Most praised | What features do happy users mention most? | | Most complained | What do unhappy users say? (= your opportunity) | | Switching reasons | Why do users leave? What triggers switching? | | Feature requests | What's missing that users want? | | Comparison mentions | When users compare, what do they say? |

# Mine G2 reviews
infsh app run tavily/search-assistant --input '{
  "query": "CompetitorX G2 reviews complaints issues 2024"
}'

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

Deliverable Formats

Executive Summary (1 page)

## Competitive Landscape Summary

**Market:** [Category] — $[X]B market growing [Y]% annually

**Key competitors:** A (leader), B (challenger), C (niche)

**Our positioning:** [Where you sit and why it matters]

**Key insight:** [One sentence about the biggest opportunity]

| Metric | You | A | B | C |
|--------|-----|---|---|---|
| Users | X | Y | Z | W |
| Pricing (starter) | $X | $Y | $Z | $W |
| Rating (G2) | X.X | Y.Y | Z.Z | W.W |

Detailed Report (per competitor)

1. Company overview (size, funding, team)
2. Product analysis (features, UX screenshots)
3. Pricing breakdown
4. SWOT analysis
5. Review analysis (top praised, top complained)
6. Positioning vs. you
7. Opportunity summary

Comparison Grid Visual

# Stitch competitor screenshots into comparison
infsh app run infsh/stitch-images --input '{
  "images": ["your-homepage.png", "competitorA-homepage.png", "competitorB-homepage.png"],
  "direction": "horizontal"
}'

Common Mistakes

| Mistake | Problem | Fix | |---------|---------|-----| | Only looking at features | Misses positioning, pricing, traction | Use the 7-layer framework | | Biased analysis | Loses credibility | Be honest about competitor strengths | | Outdated data | Wrong conclusions | Date all research, refresh quarterly | | Too many competitors | Analysis paralysis | Focus on top 3-5 direct competitors | | No "so what" | Data without insight | End each section with implications for you | | Feature-only comparison | Doesn't show positioning | Include pricing, reviews, positioning map |

Related Skills

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

Browse all apps: infsh app list