Pricing

from $2.50 / 1,000 hotels

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Hotel Review Insights: Guest Topics, Sentiment & Ratings

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Guest opinion of hotels from Google Hotels: the topics guests write about (service, rooms, breakfast, cleanliness) with positive and negative counts, ratings on Tripadvisor and other sites, quoted reviews, and a benchmark of a whole city. Not affiliated with Google.

Pricing

from $2.50 / 1,000 hotels

Rating

0.0

(0)

Developer

Aleksandr Kobtsev

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

Changelog

0.1 (12 October 2026)

First build.

Hotels by search text (searchQueries) and by name or Google Hotels link (hotels); one row per hotel.
Topics Google groups the guests' reviews into: mentions, positive, negative, neutral, net, Google's score and sentiment, whether it is a chip. A hotel's own page has 10 to 30 of them; a search card the first six.
The ratings on other travel sites (Tripadvisor, Trip.com, Priceline and others), each also on a five-point scale, their review-weighted mean and the gap to Google's rating.
What is praised and what is criticised, in two lists; the lines and topic sentences Google writes; up to twelve quoted reviews with author, rating, date and text.
The TOPIC_BENCHMARK record: per topic, the spread of the market's scores and the best and worst hotels.
Reads only /travel/hotels/ pages, after reading Google's robots.txt.
One event, hotel, charged for a hotel with something to report.

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