Tripadvisor
Complaint signal is 13.4%.
Praise signal is 83.7%.
Baseline signal is 14.2%.
Delta vs baseline is -0.8 points.
Topic
What reviews say about food in Pennsylvania, United States
Food appears in 12.3% of analyzed complaint excerpts in this market.
Google Maps is above the baseline by 1.3 percentage points.
- Confidence
- 13,550
- Reviews analyzed
- Last update
- September 16, 2026
- 2 platforms in the sample
At a glance
Share of complaint snippets where this topic appears by platform.
This metric tracks topic presence in complaint snippets, not positive versus negative sentiment split.
Balance is praise minus complaint for this topic on the same platform.
Google Maps
Signal balance: +51.3pp
Complaint signal
11.2%
Praise signal
62.5%
Tripadvisor
Signal balance: +70.3pp
Complaint signal
13.4%
Praise signal
83.7%
How this market compares
Compare this country-level view with global cross-category patterns.
Largest gap:
Google Maps is above baseline by 1.3 points.
Google Maps
Global baseline
10.0%
Tripadvisor
Global baseline
14.2%
Platform-by-platform signal
Compare complaint and praise mentions by source, including the available baseline.
Google Maps
Complaint signal is 11.2%.
Praise signal is 62.5%.
Baseline signal is 10.0%.
Delta vs baseline is 1.3 points.
Largest difference from baseline
This is the largest measured difference between the current market and its available baseline.
Google Maps
1.3pp aboveCurrent signal is above baseline by 1.3 points (current 11.2%, baseline 10.0%).
Tripadvisor
0.8pp belowCurrent signal is below baseline by 0.8 points (current 13.4%, baseline 14.2%).
What reviewers keep mentioning
These themes appear most often in the analyzed excerpts for this market.
Google Maps
Top complaints
$40 Hangar steak and all i tasted was burnt.
Google Maps
Top praises
Great food.
Google Maps
Top praises
Food was great.
Google Maps
Top praises
Great food!
Tripadvisor
Top complaints
$200 Meal in the Rain—Completely Disappointing
Tripadvisor
Top praises
Great food
Tripadvisor
Top praises
Great food.
Representative review quotes
These excerpts show the review language behind the measured signal.
Google Maps
Praise quote
The food is great and the service is very friendly.
Review rating: 5.0
Tripadvisor
Complaint quote
Look, I love carbs, but an appetizer that arrives with the main course is just a side dish with bad timing.
Review rating: 2.0
Tripadvisor
Praise quote
Delicious food and delightful atmosphere.
Review rating: 5.0
What the signal means
Coverage
150 insight listings mention Food in this scope.
Signal strength
Complaint signal is 12.3% across available platforms.
Praise signal is 73.1% across available platforms.
Next step
Pick one issue worth checking, then use recent reviews to see whether the pattern is still present.
This country view combines every indexed category with evidence for this topic in United States. Use it as a broad baseline, then open a category view before applying the pattern to a particular kind of business. Differences in complaint rate, praise rate, source mix, and excerpts show where a narrower check may be more useful.
Use the Food signal to decide where to look, then check it against recent feedback from your own local businesses.
Evidence behind this topic
- Food groups review language such as food, taste, flavor, menu, dish, and meal, so the signal stays tied to concrete guest wording rather than a generic score.
- Pennsylvania, United States uses 13550 analyzed reviews across 2 platforms, 1 locality records, and 150 supporting insight listings for Food.
- Tripadvisor has the strongest complaint signal for Food at 13.4%, compared with a measured average of 12.3% across platforms.
- Tripadvisor has the strongest praise signal for Food at 83.7%, compared with a measured average of 73.1% across platforms.
How reliable is this signal?
Check how much evidence is available and when it was last updated before relying on the finding.
Reviews analyzed
13,550
Platforms covered
2
Last update
August 06, 2026
Reports behind this finding
Open the source reports behind this topic to check the platform metrics and surrounding analysis.
Google Maps
RestaurantsWhat Google Maps reviews show about atmosphere at Philadelphia restaurants
Atmosphere appears in the Google Maps review sample for Philadelphia restaurants. For operators, the useful question is whether recent reviews for their own business show the same pattern; the market sample cannot diagnose one venue or explain a cause.
Philadelphia · July 28, 2026
Read Full Insight
Tripadvisor
RestaurantsWhat Tripadvisor reviews show about location at Philadelphia restaurants
Location appears in the Tripadvisor review sample for Philadelphia restaurants. For operators, the useful question is whether recent reviews for their own business show the same pattern; the market sample cannot diagnose one venue or explain a cause.
Philadelphia · July 28, 2026
Read Full Insight
Keep exploring
Compare this finding with another topic or a broader market.
Compare another market
This page combines several categories in United States. Choose a category for a more precise comparison.
Look at a narrower market
See how Food changes across a more specific category or region.
Other themes in this market
Compare other themes in Pennsylvania, United States to see whether this finding stands alone or belongs to a wider pattern.
Where to go next
Compare the broader market or return to the topic library.