You can access the Google Maps Leads Cleaner and Scorer programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "items": [
9        {
10            "title": "Sunrise Hair Studio",
11            "categoryName": "Hair salon",
12            "address": "12 Park Street",
13            "city": "Austin",
14            "countryCode": "US",
15            "website": None,
16            "phone": "(512) 555-0142",
17            "phoneUnformatted": "+15125550142",
18            "totalScore": 4.6,
19            "reviewsCount": 640,
20            "claimThisBusiness": False,
21            "permanentlyClosed": False,
22            "temporarilyClosed": False,
23            "placeId": "example1",
24            "url": "https://maps.example/1",
25        },
26        {
27            "title": "Blue Door Dental",
28            "categoryName": "Dentist",
29            "address": "40 Elm Avenue",
30            "city": "Austin",
31            "countryCode": "US",
32            "website": "https://www.facebook.com/bluedoordental",
33            "phone": "(512) 555-0177",
34            "phoneUnformatted": "+15125550177",
35            "totalScore": 4.8,
36            "reviewsCount": 64,
37            "claimThisBusiness": False,
38            "permanentlyClosed": False,
39            "temporarilyClosed": False,
40            "placeId": "example2",
41            "url": "https://maps.example/2",
42        },
43        {
44            "title": "Green Leaf Cafe",
45            "categoryName": "Cafe",
46            "address": "9 Oak Road",
47            "city": "Austin",
48            "countryCode": "US",
49            "website": "https://greenleafcafe.com",
50            "phone": "(512) 555-0190",
51            "phoneUnformatted": "+15125550190",
52            "totalScore": 4.4,
53            "reviewsCount": 300,
54            "claimThisBusiness": False,
55            "permanentlyClosed": False,
56            "temporarilyClosed": False,
57            "placeId": "example3",
58            "url": "https://maps.example/3",
59        },
60        {
61            "title": "Old Mill Pizza",
62            "categoryName": "Pizza restaurant",
63            "address": "5 Mill Lane",
64            "city": "Austin",
65            "countryCode": "US",
66            "website": None,
67            "phone": "(512) 555-0111",
68            "phoneUnformatted": "+15125550111",
69            "totalScore": 4.1,
70            "reviewsCount": 80,
71            "claimThisBusiness": False,
72            "permanentlyClosed": True,
73            "temporarilyClosed": False,
74            "placeId": "example4",
75            "url": "https://maps.example/4",
76        },
77    ] }
78
79# Run the Actor and wait for it to finish
80run = client.actor("asmalek/google-maps-leads-cleaner").call(run_input=run_input)
81
82# Fetch and print Actor results from the run's dataset (if there are any)
83print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
84for item in client.dataset(run.default_dataset_id).iterate_items():
85    print(item)
86
87# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Google Maps Leads Cleaner: Dedupe and Rank API in Python

The Apify API client for Python is the official library that allows you to use Google Maps Leads Cleaner and Scorer API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Google Maps Leads Cleaner and Scorer API in JavaScript

Google Maps Leads Cleaner and Scorer API through CLI

Google Maps Leads Cleaner and Scorer OpenAPI definition

Google Maps Leads Cleaner and Scorer API

Google Maps Scraper

unlimitedleadtestinbox/google-maps-scraper

Get places data from Google Maps. Enter a valid Google maps url and get business infos including contact data as phone number and website

unli

Google Maps Scraper + AI Lead Generation & Outreach

buseta/google-maps-scraper

Scrape Google Maps businesses with emails, reviews, and social links. Let AI score every lead and write personalized cold emails for you. Choose your goal (web design, SEO, reputation or custom) and get ready-to-send outreach for every lead. Free email extraction. Export to CSV, Sheets, or CRM.

buseta

157

Google Maps Lead Extractor Pro

eloquent_mountain/google-maps-lead-extractor-pro

Advanced Google Maps scraper for business lead generation with email discovery, social media extraction, and comprehensive data enrichment. Extract business details, reviews, photos, contact info, and social profiles. Perfect for B2B sales, market research, and local SEO. Multi-language support.

Paco

125

Google Maps Email Extractor (Fast & Verified)

inquisitive_vehicle/my-maps-scraper

Extract business leads from Google Maps and automatically find verified email addresses from their websites. Ideal for agencies and sales teams.

Vivek Tiwari

Google Map Extractor Genie

salmanrajz/google-maps-fetcher

Google Map Extractor Genie quickly extracts detailed location data from Google Maps, business info, reviews, contacts, and more—perfect for lead generation and market research.

Salman Ahmed

Google Maps Scraper

dataharvest/google-maps-scraper

Extract business listings from Google Maps — name, address, phone, website, ratings, opening hours, coordinates and customer reviews. Perfect for lead generation, market research and competitor analysis. No API key needed. Supports 9 languages and 500+ results per run.

Alex v

Google Maps B2B Leads Scraper

primeparse/google-maps-scraper

Google Maps scraper for B2B leads: extracts names, addresses, phones, emails, sites, ratings, reviews, categories, coords, hours. For sales prospecting, research, CRM. Supports multi-queries, locations, proxies. JSON output. Fast, safe, no-code on Apify.

PrimeParse

Google Maps Reviews, Emails and Socials Scraper

passionate_drum/google-maps-emails-reviews-socials

Use Google Maps URLs to extract verified business emails, business info, website contacts, social links, and customizable counts of newest reviews. Automatically crawls business sites, collects emails, phones, hours, ratings, and pushes clean structured data to the dataset.

Hassan

5.0

(1)

Google Maps Scraper — Leads & Reviews (No API)

cryptosignals/google-maps-scraper

Scrape Google Maps businesses without a Places API key. Extract names, addresses, phones, websites, ratings, review counts and hours as structured JSON. Does not extract emails. Pay only for results. For lead generation, local SEO and market research.

Web Data Labs

Google Maps Email Extractor

iblead/google-maps-email-finder

Find emails and phone numbers for any Google Maps business. Provide a place ID or URL, get contact info extracted from their website. Batch up to 100.