apify-tripadvisor-hotel-reviewslisted
Install: claude install-skill johnisanerd/claude-skill-tripadvisor-hotel-reviews
# Hotel Reviews Dataset Builder for Sentiment and Guest Insight
A current hotel reviews dataset for any market, built in two calls per hotel and ready for sentiment analysis, benchmarking, or scheduled monitoring.
## When to use this skill
- The user wants "hotel reviews" for one property or a competitive set as data, not screenshots.
- They are doing guest sentiment analysis and need full review text with dates and trip context.
- They want to benchmark a hotel against neighbors on rating trend and complaint themes.
- They want a weekly or monthly review pull for the same properties on a schedule.
Not for: hotel prices (Google Hotels, see `references/actor-index.md`), restaurant-first markets (the same Actor covers them, but the workflow below is tuned for hotels), or generic Tripadvisor extraction (use the companion apify-tripadvisor-scraper skill).
## What you get
Review rows are the product; search rows are the lookup step. Sentiment-relevant fields per review:
- `snippet` holds the full review text; `title` is the reviewer's headline
- `rating` (1 to 5), `reviewDate`, `tripDate`, `tripType` (business, couples, family, friends, solo)
- `language` for routing to the right sentiment model, `votes` for weighting by helpfulness
- `authorName`, `authorUsername`, `authorContributions` for reviewer credibility signals
- `placeId` ties every review back to the hotel it belongs to
## Prerequisites
- Apify account (sign up at https://apify.com?fpr=9n7kx3&fp_sid=skillrepo).