AI-Powered Review Analysis

Google Reviews AI Analysis

Analyze Google reviews for any college β€” aspect-wise sentiment, anomaly detection, and a transparent AI score based on evidence available through the Google Places API.

Sample College

Sample Preview Google AI

India

Overall AI Score

7.5/10

Google Rating

4.2 ⭐

Reviews Analyzed

1,250

Evidence Confidence

70%

Categories Assessed

9/9

AI Assessment by Category

Scored /10
Academics8.3

3 mentions β€’ 2 positive / 0 negative

Placements8.7

2 mentions β€’ 2 positive / 0 negative

Faculty8.3

2 mentions β€’ 2 positive / 0 negative

Infrastructure7.4

2 mentions β€’ 2 positive / 0 negative

Campus Life5.8

1 mentions β€’ 0 positive / 0 negative

Hostel7.1

2 mentions β€’ 2 positive / 0 negative

Food7.1

2 mentions β€’ 2 positive / 0 negative

Administration5.8

1 mentions β€’ 0 positive / 0 negative

Student Support8.7

2 mentions β€’ 2 positive / 0 negative

Overall Evidence Score7.5/10

Sample analysis for preview. Add GOOGLE_MAPS_API_KEY to get live Google review analysis.

Google Reviews(5)

positive

Excellent faculty and teaching quality. The professors are very experienced and helpful.

academicsfaculty
positive

Great placements! Top companies visit campus and the placement cell is very supportive.

placementsstudent_support
positive

Modern infrastructure with well-equipped labs and a good library. Wi-Fi works well across campus.

infrastructure
positive

Hostel rooms are clean and comfortable. The mess food is decent and hygienic.

hostelfood
mixed_or_neutral

Campus life is active with annual fest and sports events. Administration is a bit slow at times.

campus_lifeadministration

Sample preview β€” add GOOGLE_MAPS_API_KEY to the server environment for live Google Places analysis.

The Places API returns at most five reviews for a place.

Anomaly detection is not proof that a review is fake.

This service analyzes Google review evidence returned by the Google Places API (up to 5 reviews per place). Review anomaly detection flags suspicious patterns and is not definitive proof that a review is fake.