Customer Feedback & Reputation Intelligence

Extract Reviews & Ratings from Any Platform

Scrape customer reviews, star ratings, and feedback from Amazon, Yelp, Google, Trustpilot, G2, and 50+ review sites. Power sentiment analysis, brand monitoring, and product improvement with structured review data at scale.

Start Extracting Reviews How It Works
100M+
Reviews analyzed
50+
Review platforms
Daily
Automated updates
⭐ Review Dashboard · Live Feed
JD
John D. Verified Buyer · 2h ago ★★★★★
"Absolutely love this product! The quality exceeded my expectations and shipping was fast. Highly recommend."
Amazon · Wireless Earbuds Pro
SL
Sarah L. 6 contributions · 1d ago ★★★★☆
"Great service and friendly staff. Food was delicious but wait time was a bit long. Overall a solid experience."
Yelp · Bistro 54
MK
Mike K. Small Business Owner · 3h ago ★★★☆☆
"Decent software but missing some key integrations. Support team was responsive though. Looking forward to updates."
G2 · ProjectFlow
⬇️ Streaming 12,847 new reviews this hour
Trusted by brands & research firms: ReviewTrackers • BirdEye • Trustpilot • PowerReviews
Comprehensive Review Data
What You Can Extract from Review Platforms
Structured data on reviews, ratings, sentiment, and reviewer profiles.
⭐

Star Ratings

Overall rating, individual star breakdown, and rating trends over time.

📝

Review Content

Full review text, title, pros/cons, and helpful votes counts.

👤

Reviewer Information

Reviewer name, location, review count, and verified purchase status.

📅

Date & Metadata

Review date, platform source, product/service name, and response status.

😊

Sentiment Analysis

Optional sentiment scoring (positive/neutral/negative) and emotion detection.

📸

Media & Attachments

Images and video URLs attached to reviews (where publicly available).

Supported Platforms
We Extract Reviews from Every Major Platform
E‑commerce, local business, software, and product review sites.
AmazonYelpGoogle Reviews TrustpilotTripAdvisorG2 CapterraProduct HuntBBB.org Apple App StoreGoogle PlayWalmart eBayEtsyBest Buy GlassdoorZillowAirbnb

Need a specific review site? We build custom extractors for any platform.

Simple 4‑Step Process
Get Review Data in Days
From target definition to structured data delivery — a streamlined workflow.
1

Define Targets

Specify products, businesses, or categories and review platforms.

2

Configure Schema

We design a custom data model matching your required fields.

3

Scrape & Analyze

Bots extract reviews and optionally add sentiment analysis.

4

Deliver & Monitor

Structured data via CSV, API, or database with scheduled updates.

Applications
How Organizations Use Review Data
📊

Brand Reputation Management

Monitor overall sentiment and respond to feedback across all platforms.

🏢

Competitive Intelligence

Analyze competitor reviews to identify strengths, weaknesses, and market gaps.

📦

Product Improvement

Identify common complaints and feature requests to guide product roadmap.

🤖

AI Training Data

Build datasets for sentiment analysis, text classification, and NLP models.

💰

Investment Research

Evaluate consumer sentiment toward brands and products for investment decisions.

📱

Review Aggregators

Power review summary sites and product comparison platforms.

Why MyDataScraper
Superior to Platform APIs and Manual Collection
Capability
MyDataScraper
APIs / Manual
Full review text access
✓
– (limited/truncated)
Multi‑platform aggregation
✓
– (siloed)
Historical reviews
✓
– (restricted)
No API rate limits
✓
– (strict limits)
Sentiment analysis optional
✓
–
Anti‑blocking measures
✓
–
Dedicated data specialist
✓
–
Pricing
Flexible Plans for Review Data Extraction
Scale your review intelligence as your needs grow.
Starter
$399/mo

For small businesses and product teams.

  • Up to 100K reviews/month
  • 2 active trackers
  • Weekly updates
  • CSV / JSON export
  • Email support
  • Basic dashboard
Most Popular
Professional
$1,199/mo

For growing brands and agencies.

  • Up to 1M reviews/month
  • 5 active trackers
  • Daily updates
  • CSV, JSON, DB push
  • Slack/email alerts
  • API access
  • Sentiment analysis included
Enterprise
Custom

For large enterprises and data platforms.

  • Unlimited reviews
  • Real‑time (hourly) updates
  • Custom dashboards
  • Dedicated data engineer
  • 99.9% SLA
  • Raw data lake access
  • White‑label reporting

All plans include onboarding and schema design. Talk to sales for custom volumes.

FAQ
Frequently Asked Questions
What review data can you extract? +
We extract star ratings, review text, reviewer names, dates, verified purchase status, helpful votes, and any publicly available attachments/images.
Is scraping reviews legal? +
We only extract publicly accessible reviews without logging in. Our practices comply with applicable laws and we advise clients on responsible data usage.
Can you provide sentiment analysis? +
Yes, we offer optional sentiment scoring (positive/neutral/negative) and emotion detection as part of our Professional and Enterprise plans.
How often can the data be updated? +
We offer weekly, daily, or real‑time updates (hourly) depending on your subscription plan.
What output formats are available? +
CSV, JSON, Excel, or direct database push (PostgreSQL, BigQuery, Snowflake). We also provide REST API and webhook delivery.
Do you offer a free sample? +
Yes. We provide a free sample dataset of 500 reviews from your target products or businesses to demonstrate data quality.
Client Success
Brands Powered by Review Intelligence
★★★★★

"MyDataScraper extracts 50,000+ Amazon reviews monthly for our product team. The sentiment analysis helps us identify issues and prioritize improvements faster than ever."

Emily R. · Product Manager, ConsumerTech
★★★★★

"We use their review scraper to monitor 200+ restaurant locations across Yelp and Google. Real‑time alerts on negative reviews have transformed our response time."

Carlos M. · Director of Operations, Restaurant Group

Ready to Unlock Customer Feedback Intelligence?

Get a free sample dataset of 500 reviews from your target products or businesses.

Start Your Data Project

Complete the form below and our team will provide a custom quote within 24 hours.