Review Sentiment Analyzer is an AI Feedback Analysis API for public review pages that expose review data or for review arrays supplied by the caller. It computes rating evidence transparently and produces a structured sentiment summary without fabricating customer content.
Review Sentiment Analyzer and AI Feedback API for Ecommerce, brand and support dashboards. Analyze publicly accessible review evidence or consented caller-supplied feedback into clean sentiment, pros, cons and recurring-theme JSON.
Search intent: review sentiment analyzer · feedback analysis · ecommerce reviews · brand monitoring · AI sentiment
Submit a public review page that exposes review markup without authentication, or paste feedback your organization is authorized to process. The analyzer returns a structured summary only from the supplied evidence and returns a clear error when a public page does not expose reviews.
Provide a valid source and run analysis. No review text, rating or testimonial is preloaded in this demo.
Only review markup a public page provides is analyzed; blocked sources return an explicit error.
Platforms holding consented feedback can submit it directly without relying on a third-party page fetch.
Pros, cons, themes, sentiment and limitations are grouped in a concise output for dashboard widgets.
Immediate API access after a successful subscription; sources must be public or caller-authorized. The entitlement includes 1,000 analyses/month and is revoked when the associated subscription ends.
Choose direct checkout or subscribe through RapidAPI.
Open the authenticated API Access area and generate the product-scoped key once.
Send X-API-Key to POST /api/v1/review-sentiment/analyze; usage headers report the remaining allowance.
curl --request POST \ --url https://prodapi-gqe9kzue.manus.space/api/v1/review-sentiment/analyze \ --header 'X-API-Key: YOUR_DIRECT_KEY' \ --header 'Content-Type: application/json'
Every endpoint documents a testable request shape or an explicit public-source requirement, plus a response example, so a developer can inspect the contract before running it in RapidAPI.
curl --request POST \
--url https://YOUR_RAPIDAPI_HOST/api/v1/review-sentiment-analyzer/analyze \
--header 'x-rapidapi-key: YOUR_KEY' \
--header 'x-rapidapi-host: YOUR_RAPIDAPI_HOST' \
--header 'Idempotency-Key: review-example-001' \
--header 'Content-Type: application/json' \
--data '{"url":"https://YOUR_PUBLIC_REVIEW_PAGE"}'{"reviewCount":0,"ratingSummary":{"averageRating":null,"ratedReviewCount":0},"analysis":{"overallSentiment":"<positive|neutral|negative|mixed>","topPros":[],"topCons":[],"hasNegativeFeedback":false}}Yes. Use direct Stripe checkout for a product-scoped key, or choose RapidAPI if you prefer its marketplace billing and gateway.
Direct keys are scoped to this product and the 1,000 analyses/month allowance. Responses include usage headers; exhausted allowances are rejected.
Retention differs by workflow and is documented in the Privacy notice. Do not send secrets, credentials, regulated data or content you are not authorized to process.
Self-service support covers verified integration and billing issues. Enterprise response targets, uptime or recovery commitments apply only when written in an order form.