You can access the Lead Qualifier — Google Maps No-Website Leads & AI Openers 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 = {
9    "businesses": [
10        {
11            "title": "Example Consulting",
12            "website": "https://example.com/",
13            "categoryName": "Consultant",
14            "phone": "+1 555 0100",
15            "address": "1 Example Way, Springfield",
16            "totalScore": 4.6,
17            "reviewsCount": 41,
18            "placeId": "sample-1",
19        },
20        {
21            "title": "Joe's Plumbing",
22            "categoryName": "Plumber",
23            "phone": "+27 21 555 0101",
24            "address": "12 Long St, Cape Town",
25            "totalScore": 4.9,
26            "reviewsCount": 6,
27            "placeId": "sample-2",
28        },
29        {
30            "title": "Nails by Thandi",
31            "website": "https://www.facebook.com/nailsbythandi",
32            "categoryName": "Nail salon",
33            "totalScore": 3.8,
34            "reviewsCount": 22,
35            "placeId": "sample-3",
36        },
37        {
38            "title": "Expired Cert Bakery",
39            "website": "https://expired.badssl.com/",
40            "categoryName": "Bakery",
41            "totalScore": 4.4,
42            "reviewsCount": 88,
43            "placeId": "sample-4",
44        },
45        {
46            "title": "Ghost Domain Garage",
47            "website": "https://lead-qualifier-test-does-not-exist.co.za/",
48            "categoryName": "Auto repair shop",
49            "placeId": "sample-5",
50        },
51        {
52            "title": "HTTP Only Hardware",
53            "website": "http://httpforever.com/",
54            "categoryName": "Hardware store",
55            "totalScore": 4.1,
56            "reviewsCount": 15,
57            "placeId": "sample-6",
58        },
59        {
60            "title": "Old Town Physics Tutors",
61            "website": "http://info.cern.ch/",
62            "categoryName": "Tutoring service",
63            "totalScore": 4.7,
64            "reviewsCount": 12,
65            "placeId": "sample-7",
66        },
67    ],
68    "urls": [
69        "https://httpbin.org/status/403",
70        "https://www.google.com/lead-qualifier-missing-page",
71        "wordpress.org",
72        "https://www.python.org",
73        "https://www.example.com/contact",
74    ],
75}
76
77# Run the Actor and wait for it to finish
78run = client.actor("crawlem/lead-qualifier").call(run_input=run_input)
79
80# Fetch and print Actor results from the run's dataset (if there are any)
81print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
82for item in client.dataset(run.default_dataset_id).iterate_items():
83    print(item)
84
85# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Lead Qualifier — Google Maps No-Website Leads & AI Openers API in Python

The Apify API client for Python is the official library that allows you to use Lead Qualifier — Google Maps No-Website Leads & AI Openers API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Lead Qualifier — Google Maps No-Website Leads & AI Openers API in JavaScript

Lead Qualifier — Google Maps No-Website Leads & AI Openers API through CLI

Lead Qualifier — Google Maps No-Website Leads & AI Openers OpenAPI definition

Lead Qualifier — Google Maps No-Website Leads & AI Openers API

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