# Thumbtack Interior Painters in Dallas, TX — Reviews

**Use case:** 

Every interior painters listed on Thumbtack across the Dallas metro (6 cities): star rating, review count, jobs booked through Thumbtack, response time, Top Pro badge and licence signals. Includes the pros hidden behind "See more" — 73% of results. For Dallas market research and prospecting. No phone numbers: Thumbtack does not publish them.

## Input

```json
{
  "maxResults": 250,
  "categories": [
    "interior-painting"
  ],
  "cities": [
    "tx/dallas",
    "tx/plano",
    "tx/irving",
    "tx/garland",
    "tx/richardson",
    "tx/mesquite"
  ],
  "states": [],
  "discoverFromSitemap": true,
  "profilesFromSitemap": false,
  "scrapeProfiles": false,
  "maxReviewsPerPro": 5,
  "topProOnly": false,
  "licensedOnly": false,
  "maxConcurrency": 4,
  "useCache": true,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

## Output

```json
{
  "business_name": {
    "label": "Business name",
    "format": "string"
  },
  "category": {
    "label": "Category",
    "format": "string"
  },
  "city": {
    "label": "City",
    "format": "string"
  },
  "state": {
    "label": "State",
    "format": "string"
  },
  "rating": {
    "label": "Rating",
    "format": "number"
  },
  "num_reviews": {
    "label": "Num reviews",
    "format": "integer"
  },
  "num_hires": {
    "label": "Num hires",
    "format": "integer"
  },
  "is_top_pro": {
    "label": "Is top pro",
    "format": "boolean"
  },
  "avg_response_time_hours": {
    "label": "Avg response time hours",
    "format": "number"
  },
  "url": {
    "label": "Url",
    "format": "string"
  }
}
```

## 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`).