Product Reviews with Sentiment Analysis
Pricing
from $1.34 / 1,000 review sentiments
Product Reviews with Sentiment Analysis
Collect product reviews, enrich each with sentiment, and generate a per-product sentiment report.
Pricing
from $1.34 / 1,000 review sentiments
Rating
0.0
(0)
Developer
E Commerce
Maintained by ApifyActor stats
0
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3
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0
Monthly active users
2 days ago
Last modified
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Collects product reviews, enriches every review with sentiment, and generates a full sentiment report per product.
What it does
- Collects reviews by calling the deployed e-commerce standby Actors directly
(
e-commerce--<marketplace>-standby.apify.actor,POST /reviews) for each product or review URL, following pagination until every review is collected. 35 marketplaces are supported (Amazon, Walmart, eBay, IKEA, Target, Best Buy, and more). - Enriches each review with sentiment (positive / neutral / negative), a confidence score, and per-aspect sentiment, using OpenAI. One enriched row per review is written to the dataset.
- Generates a per-product report across all of that product's reviews: an aspect-based sentiment analysis with themes, pain points, representative quotes, and recommendations. Each report is stored in the key-value store and summarized in the run log.
Input
Provide at least one product URL or review listing URL on a supported marketplace. Options:
sortReview, additionalReviewProperties, maxReviewsPerProduct, maxProducts (report-spend
safety cap), generateReport, and reportFormat (markdown / html / pdf). The OpenAI models and
sentiment is handled internally - the customer pays per review scored and per report.
Configuration (operator only, via env)
OPENAI_API_KEY- required. The Actor uses the operator's OpenAI account; the customer does not supply a key.PLATFORM_ACCOUNT_TOKEN- required. Full Apify account token used to authenticate calls to the standby Actors (falls back toAPIFY_TOKEN).SENTIMENT_MODEL/REPORT_MODEL- optional overrides (defaultgpt-4o-mini/gpt-4o).
Output
- Dataset: one enriched review per row (
sentimentLabel,sentimentScore,aspects, plus the original review fields). - Key-value store: per product,
report-<id>.json(machine-readable),report-<id>.mdor.html(human-readable), andreports-index.jsonmapping every product URL to its report records.
Pricing (pay-per-event)
| Event | When it is charged |
|---|---|
review-sentiment | Once per review scored and written to the dataset. |
sentiment-report | Once per product, after its report is stored. |
