Reviews and reputation monitoring
A rating is a number; the reviews behind it are the reason. Tracking both, over time and against a named competitor set, is what turns customer sentiment into something you can act on before a trend becomes a problem.
16 documented jobs across 8 sources.
Google Play API
Android app rankings, full listings with data safety, and user reviews.
- App review sentiment analysis
TrustRadius Reviews API
The software alternatives a buyer actually weighed, plus per-feature scores and ROI notes, from B2B software reviews.
- Buyer sentiment split by company size and industry
- Scheduled competitor review monitoring
TrustRadius Reviews API — parameters, schema and worked examples →
Trustpilot Reviews API
Trustpilot reviews with the experience date, company replies and the full star distribution, not just the headline average.
- Competitor rating and complaint tracking
- Customer sentiment analysis datasets
- Fake review and review quality auditing
- Finding negative reviews the business never answered
- Rating trend tracking and crisis early warning
- Reputation monitoring for your own brand
Trustpilot Reviews API — parameters, schema and worked examples →
Tripadvisor API
Places and full review threads from Tripadvisor, with trip type and author detail.
- Competitor review benchmarking across a city
- Guest sentiment analysis for a hotel or restaurant group
- Scheduled review monitoring for reputation management
Agoda Hotel API
Per-room hotel rates for one stay, with pre-discount price and cancellation terms on every offer.
- Guest review sentiment analysis for a property
LinkedIn Learning API
Course records with rating, review text, syllabus and the skills each course claims to teach.
- Learner sentiment analysis from review text
LinkedIn Learning API — parameters, schema and worked examples →
Walmart API
Products, prices, reviews and every marketplace seller offer on a Walmart listing.
- Review analysis for a product category
Google Hotels API
Hotel search, property details, photos and reviews, with price and rating filters.
- Review sentiment tracking for a property
Google Hotels API — parameters, schema and worked examples →