ReviewPulse — Multi-Platform Review Aggregator

Collect customer reviews from Trustpilot, Google Maps, and Yelp in a single unified format. Monitor brand reputation, analyze customer sentiment, and track competitor reviews across all major platforms.

Supported platforms

Platform	Data available	Method
Trustpilot	Full reviews with ratings, titles, dates, author names, and language	JSON-LD structured data
Yelp	Business reviews with ratings, author info, and dates	JSON-LD + HTML fallback
Google Maps	Business reviews via structured data extraction	Requires proxy

What you get

Each review record includes:

• Platform — which review site the review came from
• Business name — the company being reviewed
• Author — reviewer name
• Rating — star rating (1-5)
• Title — review headline (when available)
• Full text — complete review body
• Date — when the review was published
• Language — detected language of the review (e.g., en, de, fr)

Use cases

• Brand monitoring — Track what customers say about your business across all major review platforms in one place. Get a unified view instead of checking each site manually
• Competitor analysis — Compare review ratings and sentiment between your brand and competitors. Identify strengths and weaknesses from real customer feedback
• Reputation management — Set up scheduled runs to detect new negative reviews early and respond quickly
• Market research — Analyze customer pain points and feature requests across an entire industry by collecting thousands of reviews
• Sentiment analysis — Feed the unified review data into NLP pipelines or AI tools for automated sentiment scoring and topic extraction
• Product development — Mine reviews for feature requests and common complaints to prioritize your product roadmap

Example input

Provide either businessName or a direct businessUrl.

{
  "platform": "trustpilot",
  "businessName": "amazon.com",
  "maxResults": 100
}

Example output

{
  "platform": "trustpilot",
  "businessName": "Amazon",
  "author": "John D.",
  "rating": 1,
  "date": "2026-02-10T06:59:29.000Z",
  "text": "Ordered a laptop advertised as new, but it turned out to be assembled from different parts...",
  "reviewTitle": "DISHONEST. FALSE ADVERTISING",
  "language": "en",
  "url": "https://www.trustpilot.com/review/amazon.com",
  "scrapedAt": "2026-02-14T12:00:00.000Z"
}

Pricing

• $0.50 per actor start
• $0.0005 per review collected

Example: Collecting 1,000 reviews costs $0.50 + $0.50 = $1.00 total.

Tips

• Use platform: "all" to aggregate reviews from every supported platform at once
• Trustpilot provides the richest data (titles, language detection) without needing a proxy
• Google Maps and Yelp may require Apify residential proxy for reliable results
• Schedule daily or weekly runs to build a historical review dataset for trend analysis
• Pair with AI sentiment analysis tools to automatically categorize reviews as positive, negative, or neutral