Review & Sentiment Data Extraction
Collect reviews, ratings, and sentiment signals from across the web
Collect structured text from reviews, forums, and community posts for sentiment analysis, topic modeling, and voice-of-customer pipelines.
Common sources
- Review pages (product/service reviews)
- Community threads and Q&A forums
- Public social-like pages (web accessible)
What to extract
- Review/post text, rating (if present), date
- Author handle (if public), verified flags (if present)
- Helpful votes / reactions (if present)
- Thread structure: parent/child relationships
- Product/entity identifiers (SKU, product name, URL)
Implementation notes
- Prefer structured fields:
rating,body,timestamp,thread_id,reply_to. - Handle pagination carefully; store page cursors.
- Keep raw text clean (strip UI noise like "Read more", "Translate").