Web Scraper

Web Scraper

> Extract structured data from websites using BeautifulSoup and requests - turn any webpage into usable data.

When to Use This Skill

• Competitor research - Scrape pricing, features, positioning
• Lead generation - Extract contact info from directories
• Content audit - Pull headings, links, meta data
• Price monitoring - Track competitor pricing changes
• Data collection - Gather research data from multiple sources

What Claude Does vs What You Decide

| Claude Does | You Decide |

|-------------|------------|

| Structures analysis frameworks | Strategic priorities |

| Synthesizes market data | Competitive positioning |

| Identifies opportunities | Resource allocation |

| Creates strategic options | Final strategy selection |

| Suggests implementation approaches | Execution decisions |

Dependencies

pip install beautifulsoup4 requests pandas click lxml

Commands

Scrape Elements

python scripts/main.py scrape https://example.com --selector "h1,h2,p"
python scripts/main.py scrape https://example.com --selector ".product-price"

Extract Links

python scripts/main.py links https://example.com
python scripts/main.py links https://example.com --internal-only

Extract Emails

python scripts/main.py emails https://example.com
python scripts/main.py emails https://example.com --depth 2

Extract Structured Data

python scripts/main.py structured https://example.com/article --schema article
python scripts/main.py structured https://example.com/product --schema product

Examples

Example 1: Scrape Competitor Pricing

python scripts/main.py scrape https://competitor.com/pricing --selector ".price,.plan-name"

# Output:
# Extracted 6 elements
# 1. Starter - $29/mo
# 2. Pro - $99/mo
# 3. Enterprise - Contact us

Example 2: Extract Article Content

python scripts/main.py structured https://blog.example.com/post --schema article

# Output: article_data.json
# {
#   "title": "How to Scale Your Startup",
#   "author": "Jane Doe",
#   "date": "2024-01-15",
#   "content": "...",
#   "word_count": 1523
# }

CSS Selector Reference

| Selector | Description | Example |

|----------|-------------|---------|

| tag | Element type | h1, p, div |

| .class | Class name | .price, .title |

| #id | Element ID | #main-content |

| tag.class | Tag with class | div.product |

| tag[attr] | Has attribute | a[href] |

| parent > child | Direct child | ul > li |

| tag1, tag2 | Multiple | h1, h2, h3 |

Ethical Scraping Guidelines

• Check robots.txt - Respect site's scraping policy
• Rate limit - Don't overload servers (1-2 req/sec)
• Identify yourself - Use descriptive User-Agent
• Cache requests - Don't re-scrape unchanged pages
• Terms of Service - Check if scraping is allowed

Skill Boundaries

What This Skill Does Well

• Structuring strategic analysis
• Identifying market opportunities
• Creating strategic frameworks
• Synthesizing competitive data

What This Skill Cannot Do

• Replace market research
• Guarantee strategic success
• Know proprietary competitor info
• Make executive decisions

Related Skills

• competitor-monitor - Monitor competitor changes
• pdf-extractor - Extract from PDFs

Skill Metadata

• Mode: centaur

category: automation
subcategory: data-extraction
dependencies: [beautifulsoup4, requests, pandas]
difficulty: intermediate
time_saved: 5+ hours/week