Google Maps Review Intelligence
Pricing
from $1.00 / 1,000 results
Turn Google Maps reviews into sentiment, complaint themes, response opportunities, competitor insights, evidence, and prioritized actions.
Record type
recordType
Required
Distinguishes the aggregate summary from individual review records.
Review ID
id
Optional
Stable identifier assigned to a normalized review.
Review text
text
Optional
Normalized customer review or comment text.
Rating
rating
Optional
Source rating when available.
Source URL
url
Optional
Source review URL when available.
Sentiment
sentiment
Optional
Detected sentiment label for an individual review.
Sentiment score
sentimentScore
Optional
Signed sentiment score used to derive the label.
Confidence
confidence
Optional
Estimated confidence of the sentiment classification, from 0 to 1.
Themes
themes
Optional
Theme names on review rows and ranked theme objects on the summary row.
Feature request
featureRequest
Optional
Whether the review contains feature-request language.
Question
question
Optional
Whether the review or comment contains a question.
Objection
objection
Optional
Whether the review or comment contains purchase, price, trust, cancellation, or fit objections.
Competitor mentions
competitorMentions
Optional
Competitor names on review rows and aggregate competitor objects on the summary row.
Executive summary
summary
Optional
Aggregate review counts, ratings, sentiment rates, and executive summary text.
Pain points
painPoints
Optional
Ranked negative themes with evidence.
Feature requests
featureRequests
Optional
Clustered feature requests with mention counts and evidence.
Audience questions
questions
Optional
Clustered audience questions with mention counts and evidence.
Objections
objections
Optional
Clustered purchase or usage objections with mention counts and evidence.
Priority actions
priorityActions
Optional
Recommended actions ranked by estimated impact.
