What the data covers
This article covers hotels in Philadelphia, Pennsylvania, United States. It includes 174 businesses and 333,083 total reviews in the broader market coverage. The broader summary analysis processed 21,513 reviews, and the topic analysis used 16,011 distinct reviews from 2017-04-19 to 2026-07-31. Those topic reviews split into 6,502 Google Maps reviews and 9,509 Tripadvisor reviews. The analysis used English text only and equal weight for each review.
Evidence
Evidence snapshot
The article uses this Aggregate dataset scope before interpreting review themes.
- 5-star
- 56.2%
- 3,666 reviews
- 4-star
- 12.79%
- 834 reviews
- 3-star
- 7.42%
- 484 reviews
- 2-star
- 7.37%
- 481 reviews
- 1-star
- 16.22%
- 1,058 reviews
- 5-star
- 62.03%
- 5,929 reviews
- 4-star
- 11.76%
- 1,124 reviews
- 3-star
- 8.04%
- 769 reviews
- 2-star
- 7.34%
- 702 reviews
- 1-star
- 10.83%
- 1,035 reviews
- Locations
- 174
- Published reviews
- 333,133
- Reviews analyzed
- 16,082
- Reviews with ratings
- 16,082
- Average rating
- 4.2
- Review period
- April 23, 2016 to August 25, 2026
What reviewers like
The main praise themes are service and room maintenance, with location also a major recurring theme. On Google Maps, service is praised in 43.56% of reviews and room maintenance in 43.17%, while location follows at 39.25%. On Tripadvisor, service leads at 62.16%, room maintenance follows at 54.12%, and location is next at 47.34%. Cleanliness is also part of the positive mix, at 21.33% on Google Maps and 28.58% on Tripadvisor.
For example, one review described a room as good sized and very clean, with friendly, professional staff and breakfast available in the morning.
Where reviews show friction
Room maintenance is the main complaint topic in both samples, even though it is also one of the most-praised topics. Complaint share is 21.10% on Google Maps and 20.87% on Tripadvisor. Service complaints come next, at 17.79% on Google Maps and 15.72% on Tripadvisor. Location complaints are lower, at 8.54% on Google Maps and 7.96% on Tripadvisor, and cleanliness complaints are lower still, at 7.09% and 7.73%.
For example, one Google Maps review described a room as good sized and very clean, with friendly, professional staff and breakfast available in the morning.
How Google Maps and Tripadvisor differ
| Topic | Google Maps | Tripadvisor | Difference | Interpretation |
|---|---|---|---|---|
| Service (praise share) | 43.56% | 62.16% | 18.60 pp | Tripadvisor is higher in these samples. |
| Room maintenance (praise share) | 43.17% | 54.12% | 10.95 pp | Tripadvisor is higher in these samples. |
| Amenities (praise share) | 12.03% | 20.60% | 8.57 pp | Tripadvisor is higher in these samples. |
| Location (praise share) | 39.25% | 47.34% | 8.09 pp | Tripadvisor is higher in these samples. |
| Cleanliness (praise share) | 21.33% | 28.58% | 7.25 pp | Tripadvisor is higher in these samples. |
Reviews also describe problems with service, so the praise comparison does not mean complaints are absent. Reviews also describe problems with room maintenance, so the praise comparison does not mean complaints are absent. Reviews also describe problems with location, so the praise comparison does not mean complaints are absent. Reviews also describe problems with cleanliness, so the praise comparison does not mean complaints are absent.
These figures compare unmatched platform samples. They describe the analyzed samples, not a platform effect.
Evidence
Platform comparison
Compare platform-level rating and review volume before treating one channel as the full market.
- Google Maps
- 4.21
- 1,385 average published reviews
- Tripadvisor
- 4.19
- 2,482 average published reviews
- Google Maps
- 4.21 rating · 1,385 avg reviews
- Tripadvisor
- 4.19 rating · 2,482 avg reviews
Where the platforms agree
| Topic | Google Maps | Tripadvisor | Difference | Interpretation |
|---|---|---|---|---|
| Wifi (complaint share) | 0.91% | 1.13% | 0.22 pp | The samples differ by 0.22 pp. |
| Room maintenance (complaint share) | 21.10% | 20.87% | 0.23 pp | The samples differ by 0.23 pp. |
These figures describe aligned values in the two unmatched platform samples.
Why this is a snapshot, not a trend
This article is a snapshot. The topic analysis covers one shared period from 2017-04-19 to 2026-07-31, but the source does not provide two comparable time periods for the same metric within this article. That means the evidence supports a current distribution of review themes, not a rise or fall over time.
What operators can compare with their own reviews
Service and room maintenance outrank location in the praise mix on both platforms, so they are the recurring internal benchmarks for this market.
Room maintenance is both the main complaint topic and a frequent praise topic, which makes it the sharpest area to compare against internal review patterns.
Limitations
These are review samples, not matched business audits. Google Maps and Tripadvisor cover different review counts and slightly different business counts in the topic analysis. A gap between platforms does not prove a platform effect or a hotel effect. It only describes the samples here. Small differences, especially on complaint shares, should be read with that boundary in mind.
Methodology and source notes
The broader summary analysis used 21,513 reviews. The topic analysis used 16,011 distinct reviews, with 6,502 from Google Maps and 9,509 from Tripadvisor. The analysis period for topic facts ran from 2017-04-19 through 2026-07-31. Each review had equal weight. Text analysis used English only. The platform comparisons in this article are unmatched sample gaps, so they describe differences between the two platform samples in this market. They do not establish causation, a platform preference, or a direct operating cause.