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

$echo '{
<  "businesses": [
<    {
<      "title": "Example Consulting",
<      "website": "https://example.com/",
<      "categoryName": "Consultant",
<      "phone": "+1 555 0100",
<      "address": "1 Example Way, Springfield",
<      "totalScore": 4.6,
<      "reviewsCount": 41,
<      "placeId": "sample-1"
<    },
<    {
<      "title": "Joe'\''s Plumbing",
<      "categoryName": "Plumber",
<      "phone": "+27 21 555 0101",
<      "address": "12 Long St, Cape Town",
<      "totalScore": 4.9,
<      "reviewsCount": 6,
<      "placeId": "sample-2"
<    },
<    {
<      "title": "Nails by Thandi",
<      "website": "https://www.facebook.com/nailsbythandi",
<      "categoryName": "Nail salon",
<      "totalScore": 3.8,
<      "reviewsCount": 22,
<      "placeId": "sample-3"
<    },
<    {
<      "title": "Expired Cert Bakery",
<      "website": "https://expired.badssl.com/",
<      "categoryName": "Bakery",
<      "totalScore": 4.4,
<      "reviewsCount": 88,
<      "placeId": "sample-4"
<    },
<    {
<      "title": "Ghost Domain Garage",
<      "website": "https://lead-qualifier-test-does-not-exist.co.za/",
<      "categoryName": "Auto repair shop",
<      "placeId": "sample-5"
<    },
<    {
<      "title": "HTTP Only Hardware",
<      "website": "http://httpforever.com/",
<      "categoryName": "Hardware store",
<      "totalScore": 4.1,
<      "reviewsCount": 15,
<      "placeId": "sample-6"
<    },
<    {
<      "title": "Old Town Physics Tutors",
<      "website": "http://info.cern.ch/",
<      "categoryName": "Tutoring service",
<      "totalScore": 4.7,
<      "reviewsCount": 12,
<      "placeId": "sample-7"
<    }
<  ],
<  "urls": [
<    "https://httpbin.org/status/403",
<    "https://www.google.com/lead-qualifier-missing-page",
<    "wordpress.org",
<    "https://www.python.org",
<    "https://www.example.com/contact"
<  ]
<}' |
<apify call crawlem/lead-qualifier --silent --output-dataset

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

The Apify CLI is the official tool that allows you to use Lead Qualifier — Google Maps No-Website Leads & AI Openers locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

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

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

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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