Pricing

Pay per usage

ShopPilot — E-commerce Personalized Product Recommender

Scrapes e-commerce store feeds to act as a recommendation engine, outputting personalized product suggestions based on user profiles or queries.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Daniel Lozano

Actor stats

Bookmarked

Total users

Monthly active users

11 days ago

Last modified

What This Actor Does

Scrapes e-commerce store feeds to act as a recommendation engine, outputting personalized product suggestions based on user profiles or queries.

Who It Is For

e-commerce brands
DTC marketers
email marketing developers

Why It Is Useful

It converts web scraping into a personalized recommendation API endpoint that can be directly integrated with marketing platforms like Klaviyo.

Input Fields

startUrls: public website URLs to process.
maxItems: maximum URLs to process.
includeAiAnalysis: optional AI enrichment when API keys are configured.
industryHint: optional category hint.

Example Input

{
  "startUrls": [
    {
      "url": "https://example.com"
    }
  ],
  "maxItems": 1,
  "includeAiAnalysis": false,
  "industryHint": "local business"
}

Example Output

{
  "inputUrl": "https://example.com",
  "status": "success",
  "score": 64,
  "opportunityScore": 45,
  "findings": {},
  "missingItems": [],
  "recommendations": [],
  "createdAt": "2026-08-13T11:04:37.258Z"
}

Output Schema

The Actor declares .actor/output_schema.json and links the results output to the default dataset items URL. This helps Apify Console, API consumers, and AI agents discover where run results are stored.

Limitations

Public HTML only. No login-protected scraping, private APIs, legal compliance claims, or browser UI testing.

Local Development

npm install
npm run build
npm test
npm run lint
apify run

Deployment

$apify push

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