# Audit Vendor Leads: 5 CRM-Ready at $14 Each

**Use case:** 

Audit a $70 vendor sample: keep 5 ICP-ready ACCEPT leads, flag 1 incomplete REVIEW, reject 1 personal email, and reveal the true $14 cost per accepted lead.

## Input

```json
{
  "rows": [
    {
      "full_name": "Maya Chen",
      "job_title": "VP Growth",
      "email": "maya.chen@apify.com",
      "company_name": "Apify",
      "company_domain": "apify.com",
      "country": "Czechia",
      "city": "Prague",
      "industry": "Software",
      "sample_record": true
    },
    {
      "full_name": "Daniel Brooks",
      "job_title": "Marketing Director",
      "email": "daniel.brooks@hubspot.com",
      "company_name": "HubSpot",
      "company_domain": "hubspot.com",
      "country": "United States",
      "city": "Cambridge",
      "industry": "SaaS Software",
      "sample_record": true
    },
    {
      "full_name": "Lea Wagner",
      "job_title": "Head of Revenue Operations",
      "email": "lea.wagner@intercom.com",
      "company_name": "Intercom",
      "company_domain": "intercom.com",
      "country": "United States",
      "city": "San Francisco",
      "industry": "Customer Messaging Software",
      "sample_record": true
    },
    {
      "full_name": "Oliver Reed",
      "job_title": "Demand Generation Director",
      "email": "oliver.reed@stripe.com",
      "company_name": "Stripe",
      "company_domain": "stripe.com",
      "country": "United States",
      "city": "San Francisco",
      "industry": "Financial Technology Software",
      "sample_record": true
    },
    {
      "full_name": "Lena Hoffmann",
      "job_title": "VP Marketing",
      "email": "lena.hoffmann@personio.de",
      "company_name": "Personio",
      "company_domain": "personio.de",
      "country": "Germany",
      "city": "Berlin",
      "industry": "HR Software",
      "sample_record": true
    },
    {
      "full_name": "Avery Brooks",
      "job_title": "VP Marketing",
      "company_name": "OpenAI",
      "country": "United States",
      "city": "San Francisco",
      "industry": "Artificial Intelligence Software",
      "sample_record": true
    },
    {
      "full_name": "Ethan Clark",
      "job_title": "Sales Operations Director",
      "email": "ethan.clark@gmail.com",
      "company_name": "Slack",
      "company_domain": "slack.com",
      "country": "United States",
      "city": "San Francisco",
      "industry": "Software",
      "sample_record": true
    }
  ],
  "qualityMode": "BALANCED",
  "offset": 0,
  "maxItems": 7,
  "targeting": {
    "countries": [
      "Czechia",
      "United States",
      "Germany"
    ],
    "industries": [
      "Software"
    ],
    "titleKeywords": [
      "VP",
      "Marketing Director",
      "Revenue Operations",
      "Demand Generation",
      "Sales Operations"
    ]
  },
  "rules": {
    "requireEmail": false,
    "sourceCostUsd": 70
  },
  "maxConcurrency": 10
}
```

## Output

```json
{
  "sourceIndex": {
    "label": "Source row",
    "format": "integer"
  },
  "decision": {
    "label": "Decision",
    "format": "string"
  },
  "qualityScore": {
    "label": "Quality score",
    "format": "integer"
  },
  "primaryReason": {
    "label": "Primary reason",
    "format": "string"
  },
  "fullName": {
    "label": "Full name",
    "format": "string"
  },
  "title": {
    "label": "Job title",
    "format": "string"
  },
  "companyName": {
    "label": "Company",
    "format": "string"
  },
  "email": {
    "label": "Email",
    "format": "string"
  },
  "country": {
    "label": "Country",
    "format": "string"
  },
  "duplicate": {
    "label": "Batch duplicate",
    "format": "boolean"
  },
  "historicalDuplicate": {
    "label": "Historical duplicate",
    "format": "boolean"
  },
  "reasonCodes": {
    "label": "Reason codes",
    "format": "array"
  }
}
```

## About this Actor

This example demonstrates how to use [B2B Lead List Cleaner - Bulk Email Verification & Validator](https://apify.com/kamerozkan/b2b-lead-cleaner) with a specific input configuration. Visit the [Actor detail page](https://apify.com/kamerozkan/b2b-lead-cleaner) 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).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/kamerozkan/b2b-lead-cleaner.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).