Catch sentiment shifts before they cost you
With reviews and opinions scattered across thousands of pages, teams struggle to spot sentiment shifts fast enough to act. Automate the collection — reviews, news, and community posts — and analyze it all in one place.
From scattered opinions to one signal
Sentiment work starts with collection. Hyperscrape automates it across the sources your customers actually use.
Review aggregation
Pull product and business reviews at scale across platforms.
News coverage
Collect articles mentioning your brand, market, or competitors.
Community voice
Capture unfiltered discussion from Reddit and Hacker News.
LLM-ready output
Structured text ready to score with any sentiment model.
Continuous monitoring
Scheduled runs keep the signal current, not quarterly.
Early warning
Spot negative shifts while there's still time to respond.
Scrapers built for this
Combine scrapers, schedules, and webhooks for even greater effect.
Trustpilot Reviews Scraper
hyperscrape/trustpilot-reviews-scraper
Scrape company reviews, ratings and reviewer details from Trustpilot.
Amazon Reviews Scraper
hyperscrape/amazon-reviews-scraper
Extract customer reviews, ratings and verified-purchase flags from Amazon.
Reddit Subreddit Scraper
hyperscrape/reddit-scraper
Scrape posts from any subreddit — title, score, comments and more.
How it works
An automated pipeline, tailored to your needs, in five steps.
Choose your sources
Review sites, news, communities — wherever opinions live.
Collect on schedule
Fresh text flows in daily without manual pulls.
Score sentiment
Run any model over clean, structured text.
Track the trend
Watch sentiment move by product, region, or campaign.
Act early
Route emerging issues to the team that can fix them.
Where sentiment data pays off
Any team whose next quarter depends on what customers are saying now.
E-commerce
Watch review sentiment across your catalog and rivals'.
Hospitality
Monitor ratings across booking and review platforms.
Consumer brands
Track perception through launches and campaigns.
Finance
Read market mood from news and community chatter.
Product teams
Mine feedback for the features users actually want.
Agencies
Deliver reputation dashboards on live data.
Hear the shift before it hurts
Automate your first sentiment pipeline with free credit. Just $0.005 per scrape after your free credit.
Start free