# Google Maps: Score places against your ideal customer

**Use case:** 

Rate Google Maps places A to D against your ideal customer in plain language, with a reason for each. Replace the ICP and the sample places with your own, or pick a Google Maps scraper dataset.

## Input

```json
{
  "icp": "Dental practices that offer cosmetic dentistry such as teeth whitening, veneers or smile makeovers.",
  "maxPlacesPerSearch": 20,
  "places": [
    {
      "title": "Kimberly Smiles Cosmetic & General Dentistry",
      "categoryName": "Dentist",
      "categories": [
        "Dentist",
        "Cosmetic dentist",
        "Teeth whitening service"
      ],
      "website": "https://dentistwickerparkchicago.com/",
      "phone": "(773) 276-1047",
      "city": "Chicago",
      "totalScore": 4.7,
      "reviewsCount": 484
    },
    {
      "title": "Kids Tooth Team",
      "categoryName": "Pediatric dentist",
      "categories": [
        "Pediatric dentist",
        "Dental clinic",
        "Dentist"
      ],
      "website": "https://kidstoothteam.com/",
      "phone": "(512) 641-4914",
      "city": "Austin",
      "totalScore": 4.9,
      "reviewsCount": 740
    }
  ],
  "customLabels": [],
  "judgePlacePhotos": false,
  "photoLabels": [],
  "photoMaxSide": 1024,
  "minRating": 0,
  "minReviews": 0,
  "requireWebsite": false,
  "requirePhone": false,
  "requireEmail": false,
  "excludeClosed": true,
  "excludeKeywords": [],
  "onlyWithoutWebsite": false,
  "onlyUnclaimed": false,
  "excludeChains": false,
  "matchThreshold": 0.5,
  "maxItems": 0,
  "maxConcurrency": 10,
  "healthCheck": false
}
```

## Output

```json
{
  "title": {
    "label": "Business",
    "format": "text"
  },
  "leadScore": {
    "label": "Lead score",
    "format": "number"
  },
  "tier": {
    "label": "Tier",
    "format": "text"
  },
  "qualified": {
    "label": "Qualified",
    "format": "boolean"
  },
  "reason": {
    "label": "Why",
    "format": "text"
  },
  "categoryName": {
    "label": "Category",
    "format": "text"
  },
  "city": {
    "label": "City",
    "format": "text"
  },
  "phone": {
    "label": "Phone",
    "format": "text"
  },
  "email": {
    "label": "Email",
    "format": "text"
  },
  "website": {
    "label": "Website",
    "format": "link"
  },
  "contactChannels": {
    "label": "Contact ways",
    "format": "number"
  },
  "totalScore": {
    "label": "Stars",
    "format": "number"
  },
  "reviewsCount": {
    "label": "Reviews",
    "format": "number"
  },
  "isChain": {
    "label": "Chain",
    "format": "boolean"
  },
  "customLabelsMatched": {
    "label": "Your labels",
    "format": "text"
  },
  "filteredOut": {
    "label": "Removed by",
    "format": "array"
  },
  "url": {
    "label": "Maps",
    "format": "link"
  },
  "error": {
    "label": "Error",
    "format": "text"
  }
}
```

## How it works

### 1. Sign up on Apify or log in

The Google Maps Lead Qualifier — ICP lead score per place · $2/1k Actor is ready to run with the inputs already set for "Google Maps: Score places against your ideal customer". [Sign up or log in](https://console.apify.com/create-task-from-example/JMKe9EMfKYUlgGLci) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Google Maps: Score places against your ideal customer" task

The Google Maps Lead Qualifier — ICP lead score per place · $2/1k Actor will start running based on the input automatically. You can also change all the input fields, like ideal customer (icp), max places per search term, and more, to match your specific use case.

### 3. Receive the "Google Maps: Score places against your ideal customer" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as business, lead score, tier, and more.

### 4. Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also [run the "Google Maps: Score places against your ideal customer" task via API](https://apify.com/leoworks/google-maps-lead-qualifier.md).

## About this Actor

This example demonstrates how to use [Google Maps Lead Qualifier — ICP lead score per place · $2/1k](https://apify.com/leoworks/google-maps-lead-qualifier.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/leoworks/google-maps-lead-qualifier.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/leoworks/google-maps-lead-qualifier.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`).