# Google Maps Review Opportunity Finder (`coregent/google-maps-review-opportunity-finder`) Actor

Find local businesses on Google Maps that show review-growth or reputation-management opportunities, such as low review count, weak rating, missing review momentum signals, or under-reviewed competitors in a category/location.

- **URL**: https://apify.com/coregent/google-maps-review-opportunity-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 $4.80 / 1,000 review-opportunity-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 Review Opportunity Finder

![Google Maps Review Opportunity Finder](https://raw.githubusercontent.com/coregentdevspace/google-maps-review-opportunity-finder-assets/main/thumbnail-google-maps-review-opportunity-finder.jpg)

Find local businesses on Google Maps that show **review-growth or reputation-management opportunities** — low review counts, weak ratings, missing review momentum, or under-reviewed competitors in a category/location. Returns a clean, flat, CSV-friendly row per business with a transparent **review opportunity score**, **opportunity tags**, and a **recommended pitch angle** ready for outreach.

V1 deliberately avoids full review text scraping, reviewer profiles, owner responses, photos, AI generation, and website crawling so the run stays **fast and cheap**. You only pay for unique opportunity rows that pass your filters and are successfully written to the dataset.

### ✨ Why this scraper

- **Built for review/reputation outreach** — 25 flat fields tuned for review generation, local SEO, and Google Business Profile improvement leads.
- **Transparent opportunity scoring** — rule-based 0–100 score with reason tags and a recommended pitch angle. No AI, no black box.
- **Pay-Per-Event** — `$` per saved unique opportunity row. Duplicates, filtered rows, and failed pushes are not charged.
- **No login, no cookies, no sessions** — just keyword + location.
- **CSV-friendly output** — flat structure, no nested objects, drops cleanly into Sheets/Excel/CRMs.

---

### 🚀 Quick start — sample inputs

#### Example 1 — single query, default opportunity score gate

```json
{
    "searchQueries": [{ "key": "plumbers", "value": "Canberra ACT" }],
    "maxResults": 100,
    "country": "AU",
    "language": "en",
    "minOpportunityScore": 25,
    "opportunityMode": "balanced",
    "maxRating": 4.2,
    "maxReviewCount": 30,
    "minRating": 0,
    "minReviewCount": 0,
    "websiteFilter": "any",
    "phoneRequired": false,
    "categoryFilter": "",
    "includeCoordinates": true,
    "deduplicateResults": true,
    "proxyConfiguration": { "useApifyProxy": true }
}
````

#### Example 2 — multi-query, reputation-risk hunt (low-rating, phone required, has website to fix)

```json
{
    "searchQueries": [
        { "key": "dentists", "value": "Melbourne VIC" },
        { "key": "electricians", "value": "Sydney NSW" },
        { "key": "cafes", "value": "Brisbane QLD" }
    ],
    "maxResults": 200,
    "country": "AU",
    "language": "en",
    "minOpportunityScore": 50,
    "opportunityMode": "reputationRisk",
    "maxRating": 3.9,
    "maxReviewCount": 100,
    "minRating": 0,
    "minReviewCount": 5,
    "websiteFilter": "hasWebsite",
    "phoneRequired": true,
    "categoryFilter": "",
    "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 one view: **Review opportunities** — a 25-column flat table.

![Review opportunities table view](https://raw.githubusercontent.com/coregentdevspace/google-maps-review-opportunity-finder-assets/main/google-maps-review-opportunity-finder-output-review-opportunities-table-view.png)

#### Sample record — Review opportunities

```json
{
    "search_keyword": "electricians",
    "search_location": "New York",
    "business_name": "Nair Electric Corp",
    "category": "Electrician",
    "rating": 3,
    "review_count": 4,
    "phone": "718) 323-1408",
    "website": "https://nairelectric.com/contact-us/",
    "website_domain": "nairelectric.com",
    "address": "266 Smith St",
    "city": "New York",
    "state": "",
    "postcode": "",
    "country": "",
    "google_maps_url": "https://www.google.com/maps/place/Nair+Electric+Corp/data=!4m7!3m6!1s0x89c25a50b6173cd7:0xa65ef26c98ffef52!8m2!3d40.6827888!4d-73.9933416!16s%2Fg%2F11rghq418b!19sChIJ1zwXtlBawokRUu__mGzyXqY",
    "place_id": "0x89c25a50b6173cd7:0xa65ef26c98ffef52",
    "latitude": 40.6827888,
    "longitude": -73.9933416,
    "has_website": true,
    "has_phone": true,
    "review_opportunity_score": 80,
    "review_opportunity_label": "High Review Opportunity",
    "review_opportunity_tags": [
        "very_low_review_count",
        "under_reviewed_business",
        "low_rating",
        "has_phone",
        "has_website",
        "complete_address",
        "review_generation_opportunity",
        "reputation_opportunity",
        "local_seo_opportunity"
    ],
    "recommended_pitch_angle": "Review generation opportunity",
    "scraped_at": "2026-05-08T06:35:15.076Z"
}
```

#### Output fields (25)

`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`, `has_website`, `has_phone`, `review_opportunity_score`, `review_opportunity_label`, `review_opportunity_tags`, `recommended_pitch_angle`, `scraped_at`.

***

### 🎯 Review opportunity score

Transparent rule-based score (0–100) computed from visible fields — no AI, no external enrichment. Higher score = stronger review/reputation opportunity.

#### Base formula

| Signal               | Points |
| -------------------- | -----: |
| Review count missing |    +25 |
| Review count `< 10`  |    +30 |
| Review count `10–29` |    +20 |
| Review count `30–49` |    +10 |
| Rating missing       |    +15 |
| Rating `< 3.5`       |    +30 |
| Rating `3.5–3.9`     |    +20 |
| Rating `4.0–4.2`     |    +10 |
| Has phone            |    +10 |
| Has website          |     +5 |
| Complete address     |     +5 |

Score is capped at `100`.

#### `opportunityMode` adjustments

`opportunityMode` adds a bonus on top of the base score (no extra scraping needed):

| Mode             | Adjustment                                           |
| ---------------- | ---------------------------------------------------- |
| `balanced`       | Default formula only.                                |
| `lowReviews`     | `+15` if review count missing or `< maxReviewCount`. |
| `lowRating`      | `+15` if rating missing or `<= maxRating`.           |
| `reputationRisk` | `+20` if rating missing or `< 3.8`.                  |
| `underReviewed`  | `+20` if review count missing or `< 10`.             |

#### Labels

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

#### Recommended pitch angle

Derived from the highest-priority opportunity tag:

| Top opportunity           | Pitch angle                             |
| ------------------------- | --------------------------------------- |
| `very_low_review_count`   | Review generation opportunity           |
| `low_review_count`        | Review growth opportunity               |
| `low_rating`              | Reputation improvement opportunity      |
| `rating_missing`          | Profile trust-building opportunity      |
| `under_reviewed_business` | Local SEO and review growth opportunity |

#### Tag vocabulary

`very_low_review_count`, `low_review_count`, `moderate_review_count`, `rating_missing`, `low_rating`, `average_rating`, `under_reviewed_business`, `review_generation_opportunity`, `review_growth_opportunity`, `reputation_opportunity`, `profile_trust_opportunity`, `local_seo_opportunity`, `has_phone`, `missing_phone`, `has_website`, `missing_website`, `complete_address`, `missing_address`.

***

### 💰 Pricing

**Pay-Per-Event**. The actor charges a single `review-opportunity-result` event for each unique, filtered opportunity row that is successfully written to the dataset. The actor honors the user-configured per-run spending cap (Apify `eventChargeLimitReached`) and stops cleanly when reached.

Not charged:

- Duplicates (de-duplicated by `place_id`, listing URL, or name+address).
- Rows filtered out by `minOpportunityScore`, `maxRating`, `maxReviewCount`, `minRating`, `minReviewCount`, `websiteFilter`, `phoneRequired`, or `categoryFilter`.
- Rows missing a `business_name`.
- Failed dataset pushes.
- Anything after the per-run spending cap is reached.

#### 🚦 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 ($8/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 (rare for Maps search), 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.brightdata.com:22225
http://user:pass@proxy.oxylabs.io:7777
```

***

### 📊 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": 3,
    "runtime_seconds": 180,
    "scraped_at": "2026-05-06T00:00:00.000Z"
}
```

`charged_events` always equals `results_saved`.

***

### ⚙️ Filters

| Filter                | Effect                                                                                 |
| --------------------- | -------------------------------------------------------------------------------------- |
| `minOpportunityScore` | Drop rows whose review opportunity score is below this value (0 disables).             |
| `maxRating`           | Drop rows with a rating above this. Missing rating is **kept** (opportunity).          |
| `maxReviewCount`      | Drop rows with more reviews than this. Missing review count is **kept** (opportunity). |
| `minRating`           | Drop businesses below this star rating (0 disables; missing rating is dropped).        |
| `minReviewCount`      | Drop businesses with fewer reviews (0 disables; missing review count treated as 0).    |
| `websiteFilter`       | `any` / `hasWebsite` / `missingWebsite`.                                               |
| `phoneRequired`       | If `true`, keep only businesses with a visible phone.                                  |
| `categoryFilter`      | Case-insensitive contains match against the business category.                         |
| `deduplicateResults`  | Drop duplicates across queries (recommended ON).                                       |

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

***

### 🚧 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 full review text scraping, reviewer profiles, owner responses, or review photos.
- No website crawling, email extraction, or social link extraction.
- No AI-generated outreach messages or AI reputation summaries.
- 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; custom configs accepted. Recommended for most real runs.
- **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 number of saved review-opportunity 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.

## `minOpportunityScore` (type: `integer`):

Only save businesses whose review opportunity score is at least this value (0–100). Default 25 includes Low / Medium / High Review Opportunity tiers; raise to 50 for Medium-and-above only, or set 0 to save everything that passes other filters.

## `opportunityMode` (type: `string`):

Bias the scoring toward a specific opportunity profile. "balanced" uses the default formula. "lowReviews" / "underReviewed" boost businesses with few or missing reviews. "lowRating" / "reputationRisk" boost businesses with weak or missing ratings.

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

Target businesses at or below this star rating (0–5). Businesses with a missing rating are kept (treated as an opportunity signal).

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

Target businesses with no more than this many Google reviews. Businesses with a missing review count are kept (treated as an opportunity signal).

## `minRating` (type: `integer`):

Optional lower bound on star rating (0–5). Set to 0 to disable. When greater than 0, businesses with a missing rating are filtered out.

## `minReviewCount` (type: `integer`):

Optional lower bound on review count. Set to 0 to disable. Useful to skip brand-new or zero-review listings.

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

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

## `phoneRequired` (type: `boolean`):

If enabled, only keep businesses that have a visible phone number.

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

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

## `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, and name+address keys.

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

Apify Proxy configuration. Defaults to Apify Proxy enabled. Recommended for most real runs because Google Maps can rate-limit large or repeated queries.

## Actor input object example

```json
{
  "searchQueries": [
    {
      "key": "plumbers",
      "value": "Canberra ACT"
    },
    {
      "key": "dentists",
      "value": "Melbourne VIC"
    }
  ],
  "maxResults": 100,
  "country": "",
  "language": "en",
  "minOpportunityScore": 25,
  "opportunityMode": "balanced",
  "maxRating": 4.2,
  "maxReviewCount": 30,
  "minRating": 0,
  "minReviewCount": 0,
  "websiteFilter": "any",
  "phoneRequired": false,
  "categoryFilter": "",
  "includeCoordinates": true,
  "deduplicateResults": true,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

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

Flat 25-field table view of every review-opportunity row pushed to the dataset.

# 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": "dentists",
            "value": "Melbourne VIC"
        }
    ],
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("coregent/google-maps-review-opportunity-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": "dentists",
            "value": "Melbourne VIC",
        },
    ],
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("coregent/google-maps-review-opportunity-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": "dentists",
      "value": "Melbourne VIC"
    }
  ],
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call coregent/google-maps-review-opportunity-finder --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Google Maps Review Opportunity Finder",
        "description": "Find local businesses on Google Maps that show review-growth or reputation-management opportunities, such as low review count, weak rating, missing review momentum signals, or under-reviewed competitors in a category/location.",
        "version": "1.0",
        "x-build-id": "gKA89N1L0JdqPRXW6"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/coregent~google-maps-review-opportunity-finder/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-coregent-google-maps-review-opportunity-finder",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/coregent~google-maps-review-opportunity-finder/runs": {
            "post": {
                "operationId": "runs-sync-coregent-google-maps-review-opportunity-finder",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/coregent~google-maps-review-opportunity-finder/run-sync": {
            "post": {
                "operationId": "run-sync-coregent-google-maps-review-opportunity-finder",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "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 number of saved review-opportunity 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"
                    },
                    "minOpportunityScore": {
                        "title": "Minimum opportunity score",
                        "minimum": 0,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Only save businesses whose review opportunity score is at least this value (0–100). Default 25 includes Low / Medium / High Review Opportunity tiers; raise to 50 for Medium-and-above only, or set 0 to save everything that passes other filters.",
                        "default": 25
                    },
                    "opportunityMode": {
                        "title": "Opportunity mode",
                        "enum": [
                            "balanced",
                            "lowReviews",
                            "lowRating",
                            "reputationRisk",
                            "underReviewed"
                        ],
                        "type": "string",
                        "description": "Bias the scoring toward a specific opportunity profile. \"balanced\" uses the default formula. \"lowReviews\" / \"underReviewed\" boost businesses with few or missing reviews. \"lowRating\" / \"reputationRisk\" boost businesses with weak or missing ratings.",
                        "default": "balanced"
                    },
                    "maxRating": {
                        "title": "Maximum rating",
                        "minimum": 0,
                        "maximum": 5,
                        "type": "number",
                        "description": "Target businesses at or below this star rating (0–5). Businesses with a missing rating are kept (treated as an opportunity signal).",
                        "default": 4.2
                    },
                    "maxReviewCount": {
                        "title": "Maximum review count",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Target businesses with no more than this many Google reviews. Businesses with a missing review count are kept (treated as an opportunity signal).",
                        "default": 30
                    },
                    "minRating": {
                        "title": "Minimum rating",
                        "minimum": 0,
                        "maximum": 5,
                        "type": "integer",
                        "description": "Optional lower bound on star rating (0–5). Set to 0 to disable. When greater than 0, businesses with a missing rating are filtered out.",
                        "default": 0
                    },
                    "minReviewCount": {
                        "title": "Minimum review count",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Optional lower bound on review count. Set to 0 to disable. Useful to skip brand-new or zero-review listings.",
                        "default": 0
                    },
                    "websiteFilter": {
                        "title": "Website filter",
                        "enum": [
                            "any",
                            "hasWebsite",
                            "missingWebsite"
                        ],
                        "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"
                    },
                    "phoneRequired": {
                        "title": "Phone required",
                        "type": "boolean",
                        "description": "If enabled, only keep businesses that have a visible phone number.",
                        "default": false
                    },
                    "categoryFilter": {
                        "title": "Category contains filter",
                        "type": "string",
                        "description": "Optional case-insensitive contains match against the business category. Leave empty to disable.",
                        "default": ""
                    },
                    "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, and name+address 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 can rate-limit large or repeated queries.",
                        "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": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "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
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
