# HVAC contractor leads by city

**Use case:** 

Heating and cooling companies in one city with phone on 76 percent. Email is only 19 percent in this category and we say so up front.

## Input

```json
{
  "cities": [
    "san-clemente--ca"
  ],
  "categories": [
    "Heating And Cooling Service",
    "Air Conditioning"
  ],
  "onlyRequestedCity": true,
  "directBusinessUrls": [],
  "maxBusinessesPerCity": 100,
  "includeRecommendations": true,
  "maxRecommendationsPerBusiness": 50,
  "includeCityData": false,
  "includeBusinessActivity": false,
  "includeCityPosts": false,
  "includeAuthorNeighborhood": false,
  "expandNearbyCities": false,
  "maxExpandedCities": 3,
  "maxConcurrency": 5,
  "maxCacheAgeDays": 7,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

## Output

```json
{
  "name": {
    "label": "Business",
    "format": "string"
  },
  "categories": {
    "label": "Categories",
    "format": "array"
  },
  "phone_number": {
    "label": "Phone",
    "format": "string"
  },
  "email": {
    "label": "Email",
    "format": "string"
  },
  "website_url": {
    "label": "Website",
    "format": "string"
  },
  "address_full": {
    "label": "Address",
    "format": "string"
  },
  "address_city": {
    "label": "City",
    "format": "string"
  },
  "address_state": {
    "label": "State",
    "format": "string"
  },
  "address_postal_code": {
    "label": "ZIP",
    "format": "string"
  },
  "recommendations_count": {
    "label": "Recommendations",
    "format": "number"
  },
  "neighbors_talking_count": {
    "label": "Neighbors talking",
    "format": "number"
  },
  "recommendations_summary": {
    "label": "What neighbors say",
    "format": "string"
  },
  "description": {
    "label": "Description",
    "format": "string"
  },
  "is_verified": {
    "label": "Verified",
    "format": "boolean"
  },
  "hide_address": {
    "label": "Address hidden",
    "format": "boolean"
  },
  "fave_count": {
    "label": "Faves",
    "format": "number"
  },
  "url": {
    "label": "Nextdoor URL",
    "format": "string"
  },
  "slug": {
    "label": "Slug",
    "format": "string"
  },
  "source_city_slug": {
    "label": "Found in city",
    "format": "string"
  },
  "source_category": {
    "label": "Found in category",
    "format": "string"
  },
  "from_cache": {
    "label": "From cache",
    "format": "boolean"
  },
  "data_age_hours": {
    "label": "Age (h)",
    "format": "number"
  },
  "scraped_at": {
    "label": "Scraped at",
    "format": "string"
  },
  "_warnings": {
    "label": "Warnings (empty is normal)",
    "format": "array"
  }
}
```

## About this Actor

This example demonstrates how to use [Nextdoor Business & Reviews Scraper](https://apify.com/oswaldocarabano/nextdoor-scraper) with a specific input configuration. Visit the [Actor detail page](https://apify.com/oswaldocarabano/nextdoor-scraper) 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/oswaldocarabano/nextdoor-scraper.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).