Review Sentiment Analyzer - AI Feedback API
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.
Use this site to verify the contract and demo. Select a plan and receive marketplace credentials through RapidAPI.
Review Sentiment Analyzer - AI Feedback API
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
Analyze accessible evidence. Never manufacture customer opinion.
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.
Source boundaries
Only review markup a public page provides is analyzed; blocked sources return an explicit error.
First-party feedback
Platforms holding consented feedback can submit it directly without relying on a third-party page fetch.
Screen-ready JSON
Pros, cons, themes, sentiment and limitations are grouped in a concise output for dashboard widgets.
Verify here. Activate through RapidAPI.
Foundry/API provides the product explanation, demo boundaries and contract reference. The public RapidAPI listing is the single commercial path for plan selection, billing and marketplace credentials.
Inspect fit
Review the request shape, limits and a bounded demo using only authorized inputs.
Choose a RapidAPI plan
Open the listing and select the plan that matches your expected usage. 50 feedback analyses/month
Call through the gateway
Use the RapidAPI snippets and marketplace credentials shown on the listing; do not expose credentials in source code or templates.
RapidAPI-ready endpoint contracts.
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 through 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}}Commercial and integration questions.
Where do I activate this API?
Choose a plan on the linked RapidAPI listing. The marketplace manages billing and provides the credentials and request snippets for the gateway.
How are limits enforced?
50 feedback analyses/month The listing shows the applicable plan and the request contract documents product-level safeguards.
What data is retained?
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.
What support is included?
This site explains verified integration boundaries and support guidance. Marketplace plan questions and billing are handled through RapidAPI.