# Thumbtack Plumbers in New York, NY — Ratings & Reviews

**Use case:** 

Every plumbers on Thumbtack across the New York metro (3 cities): star rating, review count and the full text of their reviews, jobs booked, response time, Top Pro badge, credentials, specialties, years in business and their real ZIP. Includes the pros hidden behind "See more" — 73% of results. No phone numbers: Thumbtack does not publish them.

## Input

```json
{
  "maxResults": 150,
  "categories": [
    "plumbers"
  ],
  "cities": [
    "ny/new-york",
    "ny/brooklyn",
    "nj/jersey-city"
  ],
  "states": [],
  "discoverFromSitemap": true,
  "profilesFromSitemap": false,
  "scrapeProfiles": true,
  "maxReviewsPerPro": 20,
  "topProOnly": false,
  "licensedOnly": false,
  "maxConcurrency": 4,
  "useCache": true,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

## Output

```json
{
  "business_name": {
    "label": "Business name",
    "format": "string"
  },
  "introduction": {
    "label": "Introduction",
    "format": "string"
  },
  "postal_code": {
    "label": "Postal code",
    "format": "string"
  },
  "locality": {
    "label": "Locality",
    "format": "string"
  },
  "region": {
    "label": "Region",
    "format": "string"
  },
  "years_in_business": {
    "label": "Years in business",
    "format": "integer"
  },
  "num_employees": {
    "label": "Num employees",
    "format": "integer"
  },
  "is_background_checked": {
    "label": "Is background checked",
    "format": "boolean"
  },
  "credentials": {
    "label": "Credentials",
    "format": "array"
  },
  "specialty_groups": {
    "label": "Specialty groups",
    "format": "array"
  },
  "business_hours": {
    "label": "Business hours",
    "format": "array"
  },
  "num_photos": {
    "label": "Num photos",
    "format": "integer"
  }
}
```

## About this Actor

This example demonstrates how to use [Thumbtack Scraper — Pro Listings, Reviews & Ratings](https://apify.com/oswaldocarabano/thumbtack-pros-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/oswaldocarabano/thumbtack-pros-scraper.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/oswaldocarabano/thumbtack-pros-scraper.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).