PENNY ENGINE · VERIFIED LIVE APIFY STORE ACTOR · CUSTOMER INTEGRATION

Put a five-cent quality gate inside your existing automation

Your AI agent or scraper already produces JSON or CSV. Penny Engine checks it after each fresh job and returns a machine-readable report and a Markdown summary, without replacing your workflow.

View and purchase through Apify Store →

AI agent → QA → CRM / Sheet

Pass 1–20 structured outputs with your own required fields, expected values, and numeric ranges. Receive PASS/FAIL, failed-rule details and SHA-256 content integrity hash. Not a factual accuracy checker.

Catalog scraper → audit → inventory workflow

Pass 1–50 CSV product rows with required SKU and name; optionally include prices, costs, shipping and fees for arithmetic margin checks. No scraped-data or price verification is performed.

Compatible with customer-owned n8n, Make and API workflows

Use the official Apify n8n integration or the standard HTTP Request node after your existing data-producing step. Use your own Apify API token as a secure credential, not in a public URL.

POST the following with headers Authorization: Bearer YOUR_APIFY_TOKEN and Content-Type: application/json.

https://api.apify.com/v2/actors/pennyengine~penny-engine-structured-work/run-sync-get-dataset-items?maxTotalChargeUsd=0.05&timeout=120&restartOnError=false

Example: validate a completed agent result

{
  "jobType": "agent-output-batch-qa",
  "payload": {"jobs": [{
    "id": "check_001",
    "result": {"status": "done", "records": 5},
    "expectations": {
      "equals": {"status": "done"},
      "numberRanges": {"records": {"min": 1}}
    }
  }]}
}

The response is an array of one dataset item. Read [0].deliverables.reportJson, [0].deliverables.reportMarkdown, [0].status and [0].evidence.sha256. A QA finding can return COMPLETED_WITH_ISSUES and is still a completed, billable report.

Payment and trust

$0.05 per completed work order on Apify, with no separate actor-start or default-result charge. The API call includes a $0.05 maximum-charge budget guard. Run only on new, authorized input. Network timeouts can happen after a run completes: check Apify history instead of blindly retrying. Do not send secrets or unauthorized personal data.

Transparency: published Store listing and cloud QA test verified; independent paying customer and recurring external run not yet verified. Catalog-audit cloud test still pending.

Machine-readable integration manifest (JSON) · Launch Penny Engine on Apify