Review Scraper

Review Scraper

Scrape product reviews from G2, Capterra, and Trustpilot using platform-specific Apify actors.

Quick Start

Requires APIFY_API_TOKEN env var (or --token flag). Install dependency: pip install requests.

# Trustpilot reviews
python3 skills/review-scraper/scripts/scrape_reviews.py \
  --platform trustpilot \
  --url "https://www.trustpilot.com/review/example.com" \
  --max-reviews 10 --output summary

# G2 reviews with keyword filter
python3 skills/review-scraper/scripts/scrape_reviews.py \
  --platform g2 \
  --url "https://www.g2.com/products/example/reviews" \
  --keywords "pricing,support"

# Capterra reviews
python3 skills/review-scraper/scripts/scrape_reviews.py \
  --platform capterra \
  --url "https://www.capterra.com/p/12345/Example"

Supported Platforms

| Platform | Actor | Cost |

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

| G2 | zen-studio/g2-reviews-scraper | Free tier available |

| Capterra | imadjourney/capterra-reviews-scraper | Pay-per-result |

| Trustpilot | agents/trustpilot-reviews | ~$0.20/1k reviews |

CLI Reference

| Flag | Default | Description |

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

| --platform | *required* | g2, capterra, or trustpilot |

| --url | *required* | Product review page URL |

| --max-reviews | 50 | Max reviews to scrape |

| --keywords | none | Keywords to filter (comma-separated, OR logic) |

| --days | none | Only include reviews from last N days |

| --output | json | Output format: json or summary |

| --token | env var | Apify token (prefer APIFY_API_TOKEN env var) |

| --timeout | 300 | Max seconds for Apify run |

Normalized Output Schema

All platforms are normalized to the same schema:

{
  "platform": "trustpilot",
  "title": "Review title",
  "text": "Review body text",
  "rating": 4,
  "author": "Reviewer Name",
  "date": "2026-02-18",
  "pros": "What they liked (G2/Capterra only)",
  "cons": "What they disliked (G2/Capterra only)",
  "url": "https://..."
}