# Catering Company Leads in London, United Kingdom

**Use case:** 

Targets catering companies across London, UK. The preset returns caterer names with full contact fields for address, phone, website, and email, and it works the same way for other cities worldwide once you drop a new city into the location box.

## Input

```json
{
  "preset": "",
  "categorySelect": "",
  "category": "catering",
  "categories": [
    "dentist",
    "orthodontist"
  ],
  "citySelect": "",
  "location": "London, UK",
  "locations": [
    "Austin, Texas",
    "Dallas, Texas"
  ],
  "countryCode": "ma",
  "keyword": "smile",
  "maxItems": 50,
  "expandNearby": true,
  "onlyWithWebsite": true,
  "onlyWithoutWebsite": false,
  "onlyWithEmail": false,
  "verifyEmails": true,
  "onlyVerifiedEmail": false,
  "requirePhone": false,
  "requireSocial": false,
  "requireAnyContact": true,
  "excludeKeywords": [
    "Aspen Dental",
    "Walmart"
  ],
  "excludeChains": false,
  "skipClosed": true,
  "minScore": 0,
  "maxScore": 45,
  "onlyNewBusinesses": false,
  "crawlEmails": true,
  "crawlSocialProfiles": true,
  "extractPhonesFromSite": true,
  "emailPatternGuess": false,
  "maxPagesPerSite": 3,
  "concurrency": 8,
  "centerLat": 30.2672,
  "centerLon": -97.7431,
  "outputFields": [
    "name",
    "email",
    "phone",
    "website",
    "lead_grade"
  ],
  "sortBy": "score_desc"
}
```

## Output

```json
{
  "name": {
    "label": "Name",
    "format": "text"
  },
  "category": {
    "label": "Category",
    "format": "text"
  },
  "city": {
    "label": "City",
    "format": "text"
  },
  "state": {
    "label": "State",
    "format": "text"
  },
  "phone": {
    "label": "Phone",
    "format": "text"
  },
  "email": {
    "label": "Email",
    "format": "text"
  },
  "email_status": {
    "label": "Email status",
    "format": "text"
  },
  "website": {
    "label": "Website",
    "format": "link"
  },
  "rating": {
    "label": "Rating",
    "format": "number"
  },
  "lead_grade": {
    "label": "Grade",
    "format": "text"
  },
  "lead_score": {
    "label": "Lead score",
    "format": "number"
  },
  "google_maps_url": {
    "label": "Map link",
    "format": "link"
  }
}
```

## About this Actor

This example demonstrates how to use [Local Business Leads Scraper: Verified Business Emails & Finder](https://apify.com/flash_scraper/local-business-leads.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/flash_scraper/local-business-leads.md) 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/flash_scraper/local-business-leads.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).