# Clean CRM Email Lists - Remove Unverified Contacts

**Use case:** 

CRM cleaning: flag contacts with no verified LinkedIn identity. Keep hasLinkedIn=true rows; review or remove hasLinkedIn=false. Ideal for list hygiene.

## Input

```json
{
  "emails": [
    "oday.ali.jo@gmail.com",
    "no-reply@nonexistent-company-demo.com"
  ],
  "maxEmails": 100
}
```

## Output

```json
{
  "email": {
    "label": "Email",
    "format": "string"
  },
  "hasLinkedIn": {
    "label": "LinkedIn verified",
    "format": "boolean"
  },
  "matchType": {
    "label": "Match type",
    "format": "string"
  },
  "profileId": {
    "label": "Profile ID",
    "format": "string"
  },
  "fullName": {
    "label": "Full name",
    "format": "string"
  },
  "firstName": {
    "label": "First name",
    "format": "string"
  },
  "lastName": {
    "label": "Last name",
    "format": "string"
  },
  "headline": {
    "label": "Headline",
    "format": "string"
  },
  "summary": {
    "label": "Summary / bio",
    "format": "string"
  },
  "linkedinUrl": {
    "label": "LinkedIn URL",
    "format": "string"
  },
  "pictureUrl": {
    "label": "Profile photo URL",
    "format": "string"
  },
  "company": {
    "label": "Company",
    "format": "string"
  },
  "location": {
    "label": "Location",
    "format": "string"
  },
  "isPublic": {
    "label": "Is public profile",
    "format": "string"
  },
  "localeCountry": {
    "label": "Locale country",
    "format": "string"
  },
  "localeLanguage": {
    "label": "Locale language",
    "format": "string"
  },
  "educationsCount": {
    "label": "Educations count",
    "format": "integer"
  },
  "positionsCount": {
    "label": "Positions count",
    "format": "integer"
  },
  "skillsCount": {
    "label": "Skills count",
    "format": "integer"
  },
  "skills": {
    "label": "Skills",
    "format": "string"
  },
  "educationHistory": {
    "label": "Education history (JSON)",
    "format": "string"
  },
  "positionHistory": {
    "label": "Position history (JSON)",
    "format": "string"
  },
  "profileRawJson": {
    "label": "Raw profile JSON",
    "format": "string"
  },
  "profileFlattenedJson": {
    "label": "Flattened profile JSON",
    "format": "string"
  },
  "checkedAt": {
    "label": "Verified at",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [Email to LinkedIn Finder | Reverse Lookup](https://apify.com/oday/mawsool-email-linkedin-lookup) with a specific input configuration. Visit the [Actor detail page](https://apify.com/oday/mawsool-email-linkedin-lookup) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
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/oday/mawsool-email-linkedin-lookup.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).