# Apify Ecommerce

> Extract product data, prices, reviews, and seller information from any e-commerce platform using Apify's E-commerce Scraping Tool.

- Skill: `sickn33/apify-ecommerce` (Agent Skill)
- Install (CLI): `npx skillmds@latest add sickn33/apify-ecommerce`
- Raw SKILL.md: https://api.skillmd.com/api/skills/sickn33/apify-ecommerce/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: sickn33 (https://skillmd.com/u/sickn33)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/sickn33/apify-ecommerce

---



# E-commerce Data Extraction

Extract product data, prices, reviews, and seller information from any e-commerce platform using Apify's E-commerce Scraping Tool.

## When to Use
- You need product, pricing, review, stock, or seller data from e-commerce sites.
- The task involves price monitoring, competitor product comparison, MAP enforcement, or review analysis.
- You need a guided workflow for extracting marketplace data and summarizing findings.

## Prerequisites

- `.env` file with `APIFY_TOKEN` (at `~/.claude/.env`)
- Node.js 20.6+ (for native `--env-file` support)

## Workflow Selection

| User Need | Workflow | Best For |
|-----------|----------|----------|
| Track prices, compare products | Workflow 1: Products & Pricing | Price monitoring, MAP compliance, competitor analysis. Add AI summary for insights. |
| Analyze reviews (sentiment or quality) | Workflow 2: Reviews | Brand perception, customer sentiment, quality issues, defect patterns |
| Find sellers across stores | Workflow 3: Sellers | Unauthorized resellers, vendor discovery via Google Shopping |

## Progress Tracking

```
Task Progress:
- [ ] Step 1: Select workflow and determine data source
- [ ] Step 2: Configure Actor input
- [ ] Step 3: Ask user preferences (format, filename)
- [ ] Step 4: Run the extraction script
- [ ] Step 5: Summarize results
```

---

## Workflow 1: Products & Pricing

**Use case:** Extract product data, prices, and stock status. Track competitor prices, detect MAP violations, benchmark products, or research markets.

**Best for:** Pricing analysts, product managers, market researchers.

### Input Options

| Input Type | Field | Description |
|------------|-------|-------------|
| Product URLs | `detailsUrls` | Direct URLs to product pages (use object format) |
| Category URLs | `listingUrls` | URLs to category/search result pages |
| Keyword Search | `keyword` + `marketplaces` | Search term across selected marketplaces |

### Example - Product URLs
```json
{
  "detailsUrls": [
    {"url": "https://www.amazon.com/dp/B09V3KXJPB"},
    {"url": "https://www.walmart.com/ip/123456789"}
  ],
  "additionalProperties": true
}
```

### Example - Keyword Search
```json
{
  "keyword": "Samsung Galaxy S24",
  "marketplaces": ["www.amazon.com", "www.walmart.com"],
  "additionalProperties": true,
  "maxProductResults": 50
}
```

### Optional: AI Summary

Add these fields to get AI-generated insights:

| Field | Description |
|-------|-------------|
| `fieldsToAnalyze` | Data points to analyze: `["name", "offers", "brand", "description"]` |
| `customPrompt` | Custom analysis instructions |

**Example with AI summary:**
```json
{
  "keyword": "robot vacuum",
  "marketplaces": ["www.amazon.com"],
  "maxProductResults": 50,
  "additionalProperties": true,
  "fieldsToAnalyze": ["name", "offers", "brand"],
  "customPrompt": "Summarize price range and identify top brands"
}
```

### Output Fields
- `name` - Product name
- `url` - Product URL
- `offers.price` - Current price
- `offers.priceCurrency` - Currency code (may vary by seller region)
- `brand.slogan` - Brand name (nested in object)
- `image` - Product image URL
- Additional seller/stock info when `additionalProperties: true`

> **Note:** Currency may vary in results even for US searches, as prices reflect different seller regions.

---

## Workflow 2: Customer Reviews

**Use case:** Extract reviews for sentiment analysis, brand perception monitoring, or quality issue detection.

**Best for:** Brand managers, customer experience teams, QA teams, product managers.

### Input Options

| Input Type | Field | Description |
|------------|-------|-------------|
| Product URLs | `reviewListingUrls` | Product pages to extract reviews from |
| Keyword Search | `keywordReviews` + `marketplacesReviews` | Search for product reviews by keyword |

### Example - Extract Reviews from Product
```json
{
  "reviewListingUrls": [
    {"url": "https://www.amazon.com/dp/B09V3KXJPB"}
  ],
  "sortReview": "Most recent",
  "additionalReviewProperties": true,
  "maxReviewResults": 500
}
```

### Example - Keyword Search
```json
{
  "keywordReviews": "wireless earbuds",
  "marketplacesReviews": ["www.amazon.com"],
  "sortReview": "Most recent",
  "additionalReviewProperties": true,
  "maxReviewResults": 200
}
```

### Sort Options
- `Most recent` - Latest reviews first (recommended)
- `Most relevant` - Platform default relevance
- `Most helpful` - Highest voted reviews
- `Highest rated` - 5-star reviews first
- `Lowest rated` - 1-star reviews first

> **Note:** The `sortReview: "Lowest rated"` option may not work consistently across all marketplaces. For quality analysis, collect a large sample and filter by rating in post-processing.

### Quality Analysis Tips
- Set high `maxReviewResults` for statistical significance
- Look for recurring keywords: "broke", "defect", "quality", "returned"
- Filter results by rating if sorting doesn't work as expected
- Cross-reference with competitor products for benchm