# Qualify Stripe and Shopify sales leads

**Use case:** 

Score Stripe and Shopify domains for contact, hiring, technology, and funding signals useful for outbound qualification.

## Input

```json
{
  "domains": [
    "stripe.com",
    "shopify.com"
  ],
  "role_keywords": [
    "sales",
    "marketing"
  ],
  "company_name_overrides": {}
}
```

## Output

```json
{
  "domain": {
    "label": "Domain",
    "format": "text"
  },
  "found": {
    "label": "Signal found",
    "format": "boolean"
  },
  "hotnessScore": {
    "label": "Hotness score",
    "format": "number"
  },
  "qualificationBand": {
    "label": "Qualification band",
    "format": "text"
  },
  "confidenceBand": {
    "label": "Evidence confidence",
    "format": "text"
  },
  "dataGaps": {
    "label": "Evidence gaps",
    "format": "object"
  },
  "recommendedAction": {
    "label": "Recommended action",
    "format": "text"
  },
  "actionPriority": {
    "label": "Action priority",
    "format": "text"
  },
  "safeToAutomate": {
    "label": "Safe to automate",
    "format": "boolean"
  },
  "freshness": {
    "label": "Evidence freshness",
    "format": "object"
  },
  "reachable": {
    "label": "Contact found",
    "format": "boolean"
  },
  "hiringMomentum": {
    "label": "Hiring",
    "format": "text"
  },
  "attributionConfirmed": {
    "label": "Hiring owner matched",
    "format": "boolean"
  },
  "ecommerce": {
    "label": "Ecommerce platform",
    "format": "text"
  },
  "fundingMentionsCount": {
    "label": "Funding mentions (unverified)",
    "format": "number"
  },
  "partial": {
    "label": "Partial",
    "format": "boolean"
  },
  "failureType": {
    "label": "Failure type",
    "format": "text"
  },
  "retryable": {
    "label": "Retryable",
    "format": "boolean"
  },
  "observedAt": {
    "label": "Observed at",
    "format": "date"
  },
  "summary": {
    "label": "Summary",
    "format": "text"
  }
}
```

## About this Actor

This example demonstrates how to use [Lead List Qualifier - Contact, Hiring & Tech Signals](https://apify.com/zinin/lead-list-qualifier) with a specific input configuration. Visit the [Actor detail page](https://apify.com/zinin/lead-list-qualifier) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

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This Task's input is already configured above — use it as-is rather than inventing a new one.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
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For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/zinin/lead-list-qualifier.md

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).