# Mortgage Broker Leads in San Francisco, CA

**Use case:** 

Finds mortgage brokers and lending offices in San Francisco and verifies an email address for each. The dataset works for fintech sales teams, real estate partnerships, and anyone prospecting the Bay Area lending market.

## Input

```json
{
  "preset": "",
  "categorySelect": "",
  "category": "mortgage broker",
  "categories": [
    "dentist",
    "orthodontist"
  ],
  "citySelect": "",
  "location": "San Francisco, CA",
  "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).
- **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/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).