# Google Maps Weak Profile Finder (`coregent/google-maps-weak-profile-finder`) Actor

Find local businesses on Google Maps with weak or incomplete profiles - missing websites, low reviews, low ratings, missing phones - ranked with transparent weakness scoring, reason tags, and a recommended pitch angle for SEO, GBP, web design, and reputation outreach.

- **URL**: https://apify.com/coregent/google-maps-weak-profile-finder.md
- **Developed by:** [Delowar Munna](https://apify.com/coregent) (community)
- **Categories:** Lead generation, SEO tools, Other
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.40 / 1,000 weak profile results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## 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.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

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).


# README

## Google Maps Weak Profile Finder

![Google Maps Weak Profile Finder](https://raw.githubusercontent.com/coregentdevspace/google-maps-weak-profile-finder-assets/main/thumbnail-google-maps-weak-profile-finder.jpg)

Find local businesses on Google Maps with **weak or incomplete profiles** — missing websites, missing phones, low review counts, low ratings, missing categories or hours. Each row is ranked with a transparent **weakness score**, **reason tags**, and a **recommended pitch angle** for SEO, GBP, web design, and reputation outreach.

V1 deliberately avoids website crawling, email extraction, full review scraping, photos, menus, and AI enrichment so the run stays **fast and cheap**. You only pay for **unique weak-profile rows** that pass your filters and are successfully written to the dataset.

### ✨ Why this scraper

- **Weakness-focused** — returns only businesses with at least one visible weakness signal, with explainable scoring and reason tags.
- **Pay-Per-Event** — you pay per saved row. No subscription, no monthly fee, no hidden compute charges.
- **No login, no cookies, no sessions** — just keyword + location.
- **CSV-friendly output** — flat 27-field structure, no nested objects.
- **Transparent scoring** — rule-based (no AI), explained below.
- **Five weakness modes** — bias scoring towards `missingWebsite`, `lowReviews`, `lowRating`, `incompleteProfile`, or run `balanced`.

---

### 🚀 Quick start — sample inputs

#### Example 1 — single query, balanced

```json
{
  "searchQueries": [
    { "key": "plumbers", "value": "Canberra ACT" }
  ],
  "maxResults": 100,
  "country": "AU",
  "language": "en",
  "minWeaknessScore": 40,
  "weaknessMode": "balanced",
  "websiteFilter": "any",
  "phoneFilter": "any",
  "maxRating": 4.2,
  "maxReviewCount": 30,
  "categoryFilter": "",
  "includeOpeningHours": true,
  "includeCoordinates": true,
  "deduplicateResults": true,
  "proxyConfiguration": { "useApifyProxy": true }
}
````

#### Example 2 — multi-query, only businesses with no website (web-design lead list)

```json
{
  "searchQueries": [
    { "key": "electricians", "value": "Sydney NSW" },
    { "key": "dentists",     "value": "Melbourne VIC" },
    { "key": "cafes",        "value": "Brisbane QLD" }
  ],
  "maxResults": 200,
  "country": "AU",
  "language": "en",
  "minWeaknessScore": 60,
  "weaknessMode": "missingWebsite",
  "websiteFilter": "missingWebsite",
  "phoneFilter": "any",
  "maxRating": 4.2,
  "maxReviewCount": 30,
  "categoryFilter": "",
  "includeOpeningHours": true,
  "includeCoordinates": true,
  "deduplicateResults": true,
  "proxyConfiguration": { "useApifyProxy": true }
}
```

> The `searchQueries` field uses Apify's **Key/Value form editor** — the **Key** column is the business keyword (e.g. `plumbers`), the **Value** column is the location (e.g. `Canberra ACT`). Add one row per search.

***

### 📦 Output

The dataset has five views:

| Tab | Filter |
|---|---|
| **Weak profile leads** | All saved rows (full 27-column flat table). |
| **High opportunity** | `weakness_score >= 75` |
| **Missing website** | `has_website = false` |
| **Low reviews** | Reviews `< 30` (or missing) |
| **Low rating** | Rating `< 3.8` (or missing) |

#### Weak profile leads — table view

![Weak profile leads — table view](https://raw.githubusercontent.com/coregentdevspace/google-maps-weak-profile-finder-assets/main/google-maps-weak-profile-finder-output-weak-profile-leads-table-view.png)

##### Sample record — Weak profile leads

```json
{
  "search_keyword": "plumbers",
  "search_location": "Canberra ACT",
  "business_name": "MTA Plumbing & Gas",
  "category": "Plumber",
  "rating": 5,
  "review_count": 17,
  "phone": "+61 439 451 555",
  "website": "",
  "website_domain": "",
  "address": "Canberra ACT",
  "city": "Canberra",
  "state": "ACT",
  "postcode": "",
  "country": "Australia",
  "google_maps_url": "https://www.google.com/maps/place/MTA+Plumbing+%26+Gas/",
  "place_id": "0x6b164d85a3f912bd:0x8a2c3d4e5f6a7b8c",
  "latitude": -35.2809,
  "longitude": 149.13,
  "opening_hours": "",
  "is_open_now": null,
  "has_website": false,
  "has_phone": true,
  "weakness_score": 60,
  "weakness_label": "Medium Opportunity",
  "weakness_tags": [
    "missing_website",
    "low_review_count",
    "missing_opening_hours",
    "website_design_opportunity",
    "review_generation_opportunity",
    "local_seo_opportunity"
  ],
  "recommended_pitch_angle": "Website design opportunity",
  "scraped_at": "2026-05-06T13:55:53.315Z"
}
```

##### Sample record — High opportunity (score ≥ 75)

```json
{
  "search_keyword": "plumbers",
  "search_location": "Canberra ACT",
  "business_name": "Example Local Plumbing",
  "category": "Plumber",
  "rating": 3.6,
  "review_count": 4,
  "phone": "",
  "website": "",
  "website_domain": "",
  "address": "Canberra ACT, Australia",
  "city": "Canberra",
  "state": "ACT",
  "postcode": "",
  "country": "Australia",
  "google_maps_url": "https://www.google.com/maps/place/example-local-plumbing/",
  "place_id": "0x6b164d0fe0a3a3ad:0x1234567890abcdef",
  "latitude": -35.2809,
  "longitude": 149.13,
  "opening_hours": "",
  "is_open_now": null,
  "has_website": false,
  "has_phone": false,
  "weakness_score": 90,
  "weakness_label": "High Opportunity",
  "weakness_tags": [
    "missing_website",
    "missing_phone",
    "very_low_review_count",
    "low_rating",
    "missing_opening_hours",
    "incomplete_profile",
    "website_design_opportunity",
    "reputation_opportunity",
    "review_generation_opportunity",
    "gbp_optimization_opportunity",
    "local_seo_opportunity"
  ],
  "recommended_pitch_angle": "Website design opportunity",
  "scraped_at": "2026-05-06T14:00:00.000Z"
}
```

##### Sample record — Missing website

```json
{
  "search_keyword": "plumbers",
  "search_location": "Canberra ACT",
  "business_name": "MTA Plumbing & Gas",
  "category": "Plumber",
  "rating": 5,
  "review_count": 17,
  "phone": "+61 439 451 555",
  "website": "",
  "website_domain": "",
  "address": "Canberra ACT",
  "city": "Canberra",
  "state": "ACT",
  "postcode": "",
  "country": "Australia",
  "google_maps_url": "https://www.google.com/maps/place/MTA+Plumbing+%26+Gas/",
  "place_id": "0x6b164d85a3f912bd:0x8a2c3d4e5f6a7b8c",
  "latitude": -35.2809,
  "longitude": 149.13,
  "has_website": false,
  "has_phone": true,
  "weakness_score": 60,
  "weakness_label": "Medium Opportunity",
  "weakness_tags": ["missing_website", "low_review_count", "website_design_opportunity"],
  "recommended_pitch_angle": "Website design opportunity"
}
```

##### Sample record — Low reviews

```json
{
  "search_keyword": "electricians",
  "search_location": "Sydney NSW",
  "business_name": "The Local Electrician Sydney Level 2 & Emergency Specialists",
  "category": "Electrician",
  "rating": 4.9,
  "review_count": null,
  "phone": "+61 439 823 190",
  "website": "https://www.thelocalelectrician.com.au/",
  "website_domain": "thelocalelectrician.com.au",
  "address": "",
  "google_maps_url": "https://www.google.com/maps/place/The+Local+Electrician+Sydney/",
  "place_id": "0x6b12bb6df74fac53:0xb207cd5a2b9b9258",
  "has_website": true,
  "has_phone": true,
  "weakness_score": 40,
  "weakness_label": "Low Opportunity",
  "weakness_tags": [
    "very_low_review_count",
    "missing_address",
    "missing_opening_hours",
    "review_generation_opportunity"
  ],
  "recommended_pitch_angle": "Review generation opportunity"
}
```

##### Sample record — Low rating

```json
{
  "search_keyword": "cafes",
  "search_location": "Brisbane QLD",
  "business_name": "Example Cafe",
  "category": "Cafe",
  "rating": 3.4,
  "review_count": 87,
  "phone": "+61 7 0000 0000",
  "website": "https://example-cafe.com.au/",
  "website_domain": "example-cafe.com.au",
  "address": "100 Example Rd, Brisbane QLD 4000, Australia",
  "city": "Brisbane",
  "state": "QLD",
  "postcode": "4000",
  "country": "Australia",
  "google_maps_url": "https://www.google.com/maps/place/example-cafe/",
  "place_id": "0x6b915a0fe0a3a3ad:0xabcdef1234567890",
  "has_website": true,
  "has_phone": true,
  "weakness_score": 30,
  "weakness_label": "Low Opportunity",
  "weakness_tags": ["low_rating", "reputation_opportunity"],
  "recommended_pitch_angle": "Reputation improvement opportunity"
}
```

#### Output fields (27)

`search_keyword`, `search_location`, `business_name`, `category`, `rating`, `review_count`, `phone`, `website`, `website_domain`, `address`, `city`, `state`, `postcode`, `country`, `google_maps_url`, `place_id`, `latitude`, `longitude`, `opening_hours`, `is_open_now`, `has_website`, `has_phone`, `weakness_score`, `weakness_label`, `weakness_tags`, `recommended_pitch_angle`, `scraped_at`.

***

### 🎯 Weakness scoring

Transparent rule-based score (0–100) computed from visible fields — no AI, no website crawling, no enrichment.

#### Base formula

| Signal                                | Points |
| ------------------------------------- | -----: |
| Missing website                       |    +30 |
| Missing phone                         |    +20 |
| Reviews missing or `< 10`             |    +20 |
| Reviews `10–29`                       |    +10 |
| Rating missing                        |    +10 |
| Rating `< 3.8`                        |    +20 |
| Rating `3.8–4.2`                      |    +10 |
| Missing address                       |    +10 |
| Missing opening hours                 |    +10 |
| Missing category                      |    +10 |

Score is capped at 100.

#### Weakness mode bias (stacks on top)

| Mode                | Bonus                                                                 |
| ------------------- | --------------------------------------------------------------------- |
| `balanced`          | (default formula only)                                                |
| `missingWebsite`    | +15 if no website                                                     |
| `lowReviews`        | +15 if review count `< 30`                                            |
| `lowRating`         | +15 if rating `< maxRating`                                           |
| `incompleteProfile` | +10 each for missing website, phone, address, category, opening hours |

#### Labels

| Score    | Label              |
| -------: | ------------------ |
| `75–100` | High Opportunity   |
| `50–74`  | Medium Opportunity |
| `25–49`  | Low Opportunity    |
| `0–24`   | Weakness Not Clear |

#### Recommended pitch angle

Derived from the highest-priority weakness tag — non-AI rule mapping.

| Top weakness          | Pitch angle                          |
| --------------------- | ------------------------------------ |
| `missing_website`     | Website design opportunity           |
| `low_rating`          | Reputation improvement opportunity   |
| `low_review_count`    | Review generation opportunity        |
| `missing_phone`       | Profile completion opportunity       |
| `incomplete_profile`  | GBP optimization opportunity         |

***

### ⚙️ Filters

| Filter              | Effect                                                                                       |
| ------------------- | -------------------------------------------------------------------------------------------- |
| `minWeaknessScore`  | Save only rows with weakness score ≥ this value (default 40, range 0–100).                  |
| `weaknessMode`      | Bias scoring towards a specific kind of weakness (`balanced` keeps everything broad).        |
| `websiteFilter`     | `any` / `missingWebsite` / `hasWebsite`.                                                     |
| `phoneFilter`       | `any` / `missingPhone` / `hasPhone`.                                                         |
| `maxRating`         | When `weaknessMode = lowRating`, drop businesses rated above this value.                     |
| `maxReviewCount`    | When `weaknessMode = lowReviews`, drop businesses with more reviews than this value.         |
| `categoryFilter`    | Case-insensitive contains match against the business category.                               |
| `deduplicateResults`| Drop duplicates across queries (recommended ON).                                              |

Filters are applied **after** extraction and weakness scoring, **before** dataset push or event charge.

***

### 💰 Pricing

**Pay-Per-Event** with a single event:

| Event                 | When charged                                                                 | Frequency |
| --------------------- | ---------------------------------------------------------------------------- | --------- |
| `weak-profile-result` | Each unique, filtered, weak-profile row successfully written to the dataset. | Per row   |

#### 🚦 Proxy policy

Use **Apify Datacenter** proxy or **no proxy** for normal runs — both work reliably for Google Maps search at this actor's conservative concurrency (`max=3`).

**Apify Residential proxy is not supported.** The actor will fail at startup if `apifyProxyGroups` includes `RESIDENTIAL`. Reason: in pay-per-event actors, residential bandwidth (~proxy/GB) is billed to the developer, not the run user, so a single bandwidth-heavy run could exceed the per-result event revenue.

If you genuinely need residential routing, supply your own residential provider via the proxy editor's **Custom proxy URLs** field — that traffic goes through your provider, not Apify, and is unaffected:

```
http://user:pass@proxy.iproyal.com:12321
http://user:pass@proxy.brightdata.com:22225
http://user:pass@proxy.oxylabs.io:7777
```

#### Spending-cap behavior

The actor honors the user-configured per-run spending cap (Apify `eventChargeLimitReached`) and stops cleanly when reached.

#### Not charged for `weak-profile-result`

- Duplicates (de-duplicated by `place_id`, listing URL, name+address, name+phone, or name+location).
- Rows filtered out by `minWeaknessScore`, `websiteFilter`, `phoneFilter`, `maxRating`, `maxReviewCount`, or `categoryFilter`.
- Rows missing a `business_name`.
- Rows with no meaningful weakness signal.
- Failed dataset pushes.
- Anything after the per-run spending cap is reached.

***

### 📊 Run summary

After each run, a `RUN_SUMMARY` entry is written to the key-value store:

```json
{
  "inputs_total": 3,
  "successful_inputs": 3,
  "failed_inputs": 0,
  "raw_results_found": 240,
  "results_saved": 100,
  "duplicates_removed": 20,
  "filtered_out": 120,
  "charged_events": 100,
  "blocked_requests": 0,
  "retry_count": 0,
  "runtime_seconds": 180,
  "scraped_at": "2026-05-07T00:00:00.000Z"
}
```

`charged_events` always equals `results_saved` for the `weak-profile-result` event.

***

### 🚧 Limitations (V1)

- **Cards-only extraction**: V1 reads each business row directly from the search results panel and **does not click into individual place detail panels**. Phone, website, full opening hours, and `place_id` only appear when Google surfaces them on the card itself; otherwise these fields are empty/`null`.
- No website crawling, email extraction, or social link extraction.
- No full review text or sentiment.
- No photos, menus, prices, or popular times.
- No login/cookie/session-based scraping.
- Address parsing into city/state/postcode is best-effort; the full `address` field is the source of truth.
- Per-query hard cap is **500 results**; per-run hard cap is **5,000 results**.

***

### 🛠️ Technical notes

- **Stack**: Node.js 22 · Apify SDK 3 · Crawlee · Puppeteer.
- **Concurrency**: `min=1`, `max=3` (conservative to reduce blocking).
- **Memory**: 1 GB min · 2 GB default · 4 GB max.
- **Proxy**: Apify Proxy enabled by default (datacenter). **Apify Residential is rejected at startup** — use Custom proxy URLs (IPRoyal / BrightData / Oxylabs) if you need residential routing. See the Proxy policy section above.
- **Diagnostics**: On the first failed render (no feed, or feed but zero cards), the actor saves the page HTML and URL to the key-value store as `debug-no-feed-html` / `debug-zero-cards-html`.

# Actor input Schema

## `searchQueries` (type: `array`):

List of keyword + location pairs to search on Google Maps. Add one row per search - "Key" is the business keyword (e.g. plumbers), "Value" is the location (e.g. Canberra ACT). Each row becomes one search like "plumbers in Canberra ACT".

## `maxResults` (type: `integer`):

Maximum saved weak-profile rows per search query. Hard cap is 500 per query and 5000 per run.

## `country` (type: `string`):

Optional ISO country code used as a Google Maps locale hint, for example AU, US, GB. Leave empty to use the default Google locale.

## `language` (type: `string`):

Language code used for Google Maps UI (IETF BCP-47), for example en, es, de.

## `minWeaknessScore` (type: `integer`):

Save only businesses whose weakness score is at least this value (0-100). Higher = stronger weakness signals. Default 40 saves Low/Medium/High Opportunity rows; set to 0 to save everything that passes other filters.

## `weaknessMode` (type: `string`):

Biases weakness scoring (and which signals lead to filtering). "balanced" uses the default formula. "missingWebsite" boosts businesses with no website. "lowReviews" boosts businesses with few reviews. "lowRating" boosts low-rated businesses. "incompleteProfile" rewards missing fields generally.

## `websiteFilter` (type: `string`):

Filter by website availability. "any" keeps everything; "hasWebsite" keeps only businesses with a website; "missingWebsite" keeps only businesses without a website.

## `phoneFilter` (type: `string`):

Filter by phone availability. "any" keeps everything; "missingPhone" keeps only businesses with no phone; "hasPhone" keeps only businesses with a phone.

## `maxRating` (type: `number`):

When weaknessMode = lowRating, filter out businesses with a rating above this value. Range 0-5. Leave default 4.2 to target weakly-rated businesses.

## `maxReviewCount` (type: `integer`):

When weaknessMode = lowReviews, filter out businesses with more reviews than this value. Default 30 targets businesses with thin review history.

## `categoryFilter` (type: `string`):

Optional case-insensitive contains match against the business category. Leave empty to disable.

## `includeOpeningHours` (type: `boolean`):

Include opening hours summary when visible without expensive extra steps.

## `includeCoordinates` (type: `boolean`):

Include latitude/longitude when available from the listing URL.

## `deduplicateResults` (type: `boolean`):

Remove duplicate businesses across queries using place\_id, listing URL, name+address, name+phone, and name+location keys.

## `proxyConfiguration` (type: `object`):

Apify Proxy configuration. Defaults to Apify Proxy enabled. Recommended for most real runs because Google Maps may rate-limit unproxied traffic.

## Actor input object example

```json
{
  "searchQueries": [
    {
      "key": "plumbers",
      "value": "Canberra ACT"
    },
    {
      "key": "electricians",
      "value": "Sydney NSW"
    }
  ],
  "maxResults": 100,
  "country": "",
  "language": "en",
  "minWeaknessScore": 40,
  "weaknessMode": "balanced",
  "websiteFilter": "any",
  "phoneFilter": "any",
  "maxRating": 4.2,
  "maxReviewCount": 30,
  "categoryFilter": "",
  "includeOpeningHours": true,
  "includeCoordinates": true,
  "deduplicateResults": true,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `overview` (type: `string`):

Flat 27-field table view of every weak-profile business row pushed to the dataset.

## `highOpportunity` (type: `string`):

Only rows scored as High Opportunity (weakness\_score >= 75).

## `missingWebsite` (type: `string`):

Only rows where the business has no website.

## `lowReviews` (type: `string`):

Only rows where the business has fewer than 30 reviews (or none).

## `lowRating` (type: `string`):

Only rows where the business rating is below 3.8 (or missing).

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "searchQueries": [
        {
            "key": "plumbers",
            "value": "Canberra ACT"
        },
        {
            "key": "electricians",
            "value": "Sydney NSW"
        }
    ],
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("coregent/google-maps-weak-profile-finder").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "searchQueries": [
        {
            "key": "plumbers",
            "value": "Canberra ACT",
        },
        {
            "key": "electricians",
            "value": "Sydney NSW",
        },
    ],
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("coregent/google-maps-weak-profile-finder").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "searchQueries": [
    {
      "key": "plumbers",
      "value": "Canberra ACT"
    },
    {
      "key": "electricians",
      "value": "Sydney NSW"
    }
  ],
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call coregent/google-maps-weak-profile-finder --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=coregent/google-maps-weak-profile-finder",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Google Maps Weak Profile Finder",
        "description": "Find local businesses on Google Maps with weak or incomplete profiles - missing websites, low reviews, low ratings, missing phones - ranked with transparent weakness scoring, reason tags, and a recommended pitch angle for SEO, GBP, web design, and reputation outreach.",
        "version": "1.0",
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    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "searchQueries"
                ],
                "properties": {
                    "searchQueries": {
                        "title": "Search Queries (keyword + location)",
                        "type": "array",
                        "description": "List of keyword + location pairs to search on Google Maps. Add one row per search - \"Key\" is the business keyword (e.g. plumbers), \"Value\" is the location (e.g. Canberra ACT). Each row becomes one search like \"plumbers in Canberra ACT\".",
                        "default": [
                            {
                                "key": "plumbers",
                                "value": "Canberra ACT"
                            }
                        ],
                        "items": {
                            "type": "object",
                            "required": [
                                "key",
                                "value"
                            ],
                            "properties": {
                                "key": {
                                    "type": "string",
                                    "title": "Key"
                                },
                                "value": {
                                    "type": "string",
                                    "title": "Value"
                                }
                            }
                        }
                    },
                    "maxResults": {
                        "title": "Max results per query",
                        "minimum": 1,
                        "maximum": 500,
                        "type": "integer",
                        "description": "Maximum saved weak-profile rows per search query. Hard cap is 500 per query and 5000 per run.",
                        "default": 100
                    },
                    "country": {
                        "title": "Country (locale hint)",
                        "type": "string",
                        "description": "Optional ISO country code used as a Google Maps locale hint, for example AU, US, GB. Leave empty to use the default Google locale.",
                        "default": ""
                    },
                    "language": {
                        "title": "Language",
                        "type": "string",
                        "description": "Language code used for Google Maps UI (IETF BCP-47), for example en, es, de.",
                        "default": "en"
                    },
                    "minWeaknessScore": {
                        "title": "Minimum weakness score",
                        "minimum": 0,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Save only businesses whose weakness score is at least this value (0-100). Higher = stronger weakness signals. Default 40 saves Low/Medium/High Opportunity rows; set to 0 to save everything that passes other filters.",
                        "default": 40
                    },
                    "weaknessMode": {
                        "title": "Weakness mode",
                        "enum": [
                            "balanced",
                            "missingWebsite",
                            "lowReviews",
                            "lowRating",
                            "incompleteProfile"
                        ],
                        "type": "string",
                        "description": "Biases weakness scoring (and which signals lead to filtering). \"balanced\" uses the default formula. \"missingWebsite\" boosts businesses with no website. \"lowReviews\" boosts businesses with few reviews. \"lowRating\" boosts low-rated businesses. \"incompleteProfile\" rewards missing fields generally.",
                        "default": "balanced"
                    },
                    "websiteFilter": {
                        "title": "Website filter",
                        "enum": [
                            "any",
                            "missingWebsite",
                            "hasWebsite"
                        ],
                        "type": "string",
                        "description": "Filter by website availability. \"any\" keeps everything; \"hasWebsite\" keeps only businesses with a website; \"missingWebsite\" keeps only businesses without a website.",
                        "default": "any"
                    },
                    "phoneFilter": {
                        "title": "Phone filter",
                        "enum": [
                            "any",
                            "missingPhone",
                            "hasPhone"
                        ],
                        "type": "string",
                        "description": "Filter by phone availability. \"any\" keeps everything; \"missingPhone\" keeps only businesses with no phone; \"hasPhone\" keeps only businesses with a phone.",
                        "default": "any"
                    },
                    "maxRating": {
                        "title": "Max rating (for lowRating mode)",
                        "minimum": 0,
                        "maximum": 5,
                        "type": "number",
                        "description": "When weaknessMode = lowRating, filter out businesses with a rating above this value. Range 0-5. Leave default 4.2 to target weakly-rated businesses.",
                        "default": 4.2
                    },
                    "maxReviewCount": {
                        "title": "Max review count (for lowReviews mode)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "When weaknessMode = lowReviews, filter out businesses with more reviews than this value. Default 30 targets businesses with thin review history.",
                        "default": 30
                    },
                    "categoryFilter": {
                        "title": "Category contains filter",
                        "type": "string",
                        "description": "Optional case-insensitive contains match against the business category. Leave empty to disable.",
                        "default": ""
                    },
                    "includeOpeningHours": {
                        "title": "Include opening hours",
                        "type": "boolean",
                        "description": "Include opening hours summary when visible without expensive extra steps.",
                        "default": true
                    },
                    "includeCoordinates": {
                        "title": "Include coordinates",
                        "type": "boolean",
                        "description": "Include latitude/longitude when available from the listing URL.",
                        "default": true
                    },
                    "deduplicateResults": {
                        "title": "Deduplicate results",
                        "type": "boolean",
                        "description": "Remove duplicate businesses across queries using place_id, listing URL, name+address, name+phone, and name+location keys.",
                        "default": true
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Apify Proxy configuration. Defaults to Apify Proxy enabled. Recommended for most real runs because Google Maps may rate-limit unproxied traffic.",
                        "default": {
                            "useApifyProxy": true
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
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                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
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                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
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                                }
                            },
                            "buildId": {
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                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
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                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
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                                        "example": 0
                                    },
                                    "DATASET_READS": {
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                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
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                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
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                                    "DATASET_WRITES": {
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                                        "example": 0
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                                    "KEY_VALUE_STORE_WRITES": {
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                                        "example": 0.00005
                                    },
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                                        "example": 0
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                                        "type": "integer",
                                        "example": 0
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                                    "REQUEST_QUEUE_WRITES": {
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                                        "example": 0
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                                        "type": "integer",
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                    }
                }
            }
        }
    }
}
```
