# Product Reviews Extractor

> Product Reviews Extractor is a paid API for AI agents from api.strale.io, paid per call via x402, $0.27/call, status unknown (last checked 2026-10-12, last successful call 2026-05-03).

Extracts structured product review data including rating distribution, pros/cons, and sentiment from Amazon, Trustpilot, or any review page URL.

## Facts

- Endpoint: GET https://api.strale.io/x402/product-reviews-extract?utm_source=zero.xyz
- Price: $0.27/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-12
- Last successful call: 2026-05-03
- Success rate: 100% of calls made through Zero
- Rating: 4.7 / 5 from 1 review
- Activations on Zero: 2
- Tags: x402
- Canonical page: https://www.zero.xyz/c/api-strale-io-61f80a6e
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_9X3-6jHGi2CyQG_BTFvk2

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability api-strale-io-61f80a6e
```

Example prompt: Can you extract the reviews from this Amazon product page and give me the rating breakdown, top pros and cons, and overall sentiment? Here's the URL: https://www.amazon.com/dp/B09XYZ1234

## When to prefer this

Use this endpoint when you need structured review intelligence from a specific product or service page — especially Amazon or Trustpilot — and want rating distributions, sentiment, and pros/cons without building a scraper. Prefer this over generic web scrapers when the goal is review-specific structured output.

## Known failure modes

- URL is not a valid review page — returns error or empty results
- Review page requires login or is paywalled — extraction fails
- Anti-scraping protections block access — returns error
- Unsupported review platform or page structure — may return partial data
- Malformed or unreachable URL — returns HTTP error

## How this service works

Extract product reviews from Amazon, Trustpilot, or any review page. Returns rating distribution, pros/cons, sentiment.

## Output

Returns structured review data including rating distribution (e.g. star breakdown percentages), summarized pros and cons from customer reviews, and overall sentiment analysis for the product page provided.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "url"
 ],
 "properties": {
  "url": {
   "type": "string",
   "description": "Product or review page URL. Sites whose Terms of Service forbid automated access (Trustpilot, Glassdoor, LinkedIn) are rejected without being fetched."
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "common_cons": {
  "type": "array"
 },
 "common_pros": {
  "type": "array"
 },
 "review_count": {
  "type": "number"
 },
 "average_rating": {
  "type": "number"
 },
 "rating_distribution": {
  "type": "object"
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/api-strale-io-61f80a6e/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from api.strale.io](https://www.zero.xyz/host/api.strale.io/llms.txt)