# Medical Laboratories Lead Generator (`parse-point/medical-laboratories-lead-generator`) Actor

🧪 Medical Laboratories Lead Generator collects clinical and diagnostic lab leads from Google Maps with coordinates and ratings. 📧 Site enrichment adds emails and socials. 🩸 For lab equipment vendors & diagnostics sales.

- **URL**: https://apify.com/parse-point/medical-laboratories-lead-generator.md
- **Developed by:** [Parse Point](https://apify.com/parse-point) (community)
- **Categories:** Lead generation, Automation, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.99 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

### Medical Laboratories Lead Generator 📬

**Medical Laboratories Lead Generator** helps you turn time-consuming manual research into a fast, structured lead workflow. Instead of spending hours hunting for contact details, you can build a focused medical laboratory lead generation list, create medical lab leads, and support laboratory lead generator campaigns for marketers, analysts, and researchers who need actionable results quickly.

### What is Medical Laboratories Lead Generator? 🔍

**Medical Laboratories Lead Generator** is an Apify automation actor designed to collect publicly available business contact data for medical laboratories. It returns business names, websites, phone numbers, addresses, location details, email lists found, social media links, ratings, and review counts in a clean dataset. Whether you're a sales professional, marketer, or researcher, this tool supports clinical laboratory marketing, diagnostic lab leads, and healthcare lead generation with structured, ready-to-use results. It’s a practical medical laboratory contact scraper for automated medical laboratory marketing and outreach.

### What Does Medical Laboratories Lead Generator Do? ⚙️

It takes your search term and target locations, finds matching medical laboratory businesses, and then enriches them with contact details from publicly available sources. The result is a dataset you can use for lab client acquisition, lab customer acquisition, and medical lab prospecting.

- 🔍 **Searches** for businesses using your medical laboratory lead generation criteria
- 📧 **Extracts** publicly available emails, phone numbers, and social media profiles
- 🌍 **Filters** results by location and returns relevant businesses in your target area
- 📊 **Structures** output as clean JSON records for analysis and outreach
- 💾 **Saves** results to the Apify dataset as they are collected

### What Would Results from Medical Laboratories Lead Generator Look Like? 👀

Here’s a realistic example of the kind of business contact record you can export from the dataset tab. These results are especially useful for pathology lab leads, laboratory sales leads, and clinical diagnostics leads.

```json
{
  "name": "Atlantic Clinical Laboratory",
  "website": "https://www.atlanticclinlab.com",
  "phone": "+1 (305) 555-0148",
  "full_address": "1200 Brickell Ave Miami FL 33131 US",
  "city": "Miami",
  "state": "FL",
  "zip": "33131",
  "country_code": "US",
  "scraped_emails": [
    "info@atlanticclinlab.com",
    "billing@atlanticclinlab.com"
  ],
  "scraped_phones": [
    "+1 (305) 555-0148"
  ],
  "scraped_social_media": [
    "https://www.linkedin.com/company/atlantic-clinical-laboratory"
  ],
  "emails_found": 2,
  "pages_scraped": 6,
  "avg_rating": 4.7,
  "total_reviews": 128,
  "lat": "25.7617",
  "long": "-80.1918",
  "place_id": "ChIJyYB8vB2-2YgR6kq1Z9cQH4A",
  "scrape_status": "success"
}
```

You can export the dataset as JSON or CSV for CRM import, lead scoring, or deeper market research.

### Capabilities of Medical Laboratories Lead Generator 🛠️

| Capability | What It Means for You |
|---|---|
| ✅ **Location Targeting** | Focus on medical laboratories in specific cities or regions for more relevant healthcare lead generation |
| ✅ **Business Contact Enrichment** | Collect business names, websites, addresses, phone numbers, and public social profiles |
| ✅ **Email Discovery** | Build a medical lab email list from publicly available contact sources |
| ✅ **Structured Dataset Output** | Easy-to-read records for sales workflows, spreadsheets, and BI tools |
| ✅ **Ratings and Reviews** | Use average rating and review count to prioritize stronger prospects |
| ✅ **Proxy Configuration Support** | Helps with reliable scraping at larger scale |
| ✅ **Immediate Dataset Saving** | Results are stored as they are found, reducing the risk of data loss |
| ✅ **Multi-Location Handling** | Run medical laboratory marketing research across more than one location |

### Launch Your First Medical Laboratories Lead Generator Task 🚀

#### Required Input Fields

```json
{
  "googleMapsSearchTerm": "Medical Laboratories",
  "googleMapsLocation": [
    "New York"
  ],
  "maxBusinesses": 5,
  "scrapeMaxBusinessesPerLocation": false,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

| Parameter | Type | Required | Default | Description |
|---|---|---:|---|---|
| `googleMapsSearchTerm` | String | ✅ Yes | `Medical Laboratories` | The business type or niche you want to target, such as medical laboratories or a related healthcare segment. |
| `googleMapsLocation` | Array | ✅ Yes | `["New York"]` | The city or locations you want to search in. |
| `maxBusinesses` | Integer | No | `5` | The maximum number of businesses with emails to collect. |
| `scrapeMaxBusinessesPerLocation` | Boolean | No | `false` | If enabled, the actor collects up to the maximum for each location separately. If disabled, it uses one combined total across all locations. |
| `proxyConfiguration` | Object | No | `{"proxy support": true}` | Proxy settings for scraping. Recommended when running at larger scale. |

#### Required Output Fields

| Field | Label | Format | Description |
|---|---|---|---|
| `name` | Business Name | text | The business name of the medical laboratory or related company. |
| `website` | Website | link | The business website URL. |
| `phone` | Phone | text | The main phone number listed for the business. |
| `full_address` | Address | text | The full address assembled from location details. |
| `city` | City | text | The city where the business is located. |
| `state` | State | text | The state where the business is located. |
| `zip` | zip | text | The postal code for the business location. |
| `country_code` | country\_code | text | The country code for the business location. |
| `scraped_emails` | Emails Found | array | A list of publicly available emails found for the business. |
| `scraped_phones` | Phone Numbers | array | A list of phone numbers collected from publicly available sources. |
| `scraped_social_media` | Social Media | array | A list of social media URLs found for the business. |
| `emails_found` | # Emails | number | The number of emails found for the business. |
| `pages_scraped` | Pages Scraped | number | The number of pages checked during website scraping. |
| `avg_rating` | Rating | number | The business rating, if available. |
| `total_reviews` | Reviews | number | The total number of reviews, if available. |
| `lat` | lat | text | The latitude value for the business location. |
| `long` | long | text | The longitude value for the business location. |
| `place_id` | place\_id | text | The unique place identifier for the business record. |
| `scrape_status` | Status | text | The scraping outcome, such as success, failed, error, or no\_website. |

1. **Open** the actor in Apify and review the input form.
2. **Enter** your search term and one or more target locations.
3. **Set** your maximum result count and decide whether to limit per location.
4. **Add** proxy settings if you want more reliable large-scale runs.
5. **Run** the actor and watch the dataset fill with lead records.

### Solving Real Problems with Medical Laboratories Lead Generator 💼

This actor is a strong fit for medical laboratory marketing teams, researchers, and sales reps who need practical medical lab leads without manual work.

- 🎯 **Sales Prospecting** — Build laboratory sales leads for outreach and follow-up
- 📣 **Campaign Targeting** — Create segmented lists for clinical laboratory marketing
- 🤝 **Lead Nurturing** — Find contact details for labs that match your ideal customer profile
- 🔬 **Market Research** — Compare diagnostic lab leads across cities and states
- ⚙️ **Workflow Automation** — Support recurring lab services lead generation tasks through Apify runs

### What Sets Medical Laboratories Lead Generator Apart? 🏆

- 💰 **Focused Lead Output** — Designed specifically for medical laboratories lead generation rather than generic business data
- 🔄 **Location-Aware Collection** — Useful when you need lab customer acquisition by city or region
- 📧 **Public Contact Data Only** — Collects publicly available contact information for safer outreach planning
- ⚡ **Built for Scale** — Proxy configuration support helps with more reliable large-volume runs
- 🧩 **Practical Dataset Format** — Easy to export and analyze for healthcare lead generation workflows

### Search Limits and Capacity 📈

- Set `maxBusinesses` from 1 to 1000 per run
- Use `scrapeMaxBusinessesPerLocation` if you want each location to reach the same target
- Dataset rows are saved as businesses are processed, which helps protect your work during longer runs
- Proxy configuration is available for more reliable large-scale scraping
- Results depend on how many public medical laboratory contacts are available for your chosen niche and locations

### Is It Legal to Scrape Medical Laboratories? ⚖️

This actor accesses only publicly available data and does not require logins or private access. Public web scraping can be lawful when used responsibly, but you are responsible for complying with applicable laws, local regulations, and the terms of the websites you collect from. Use this tool for legitimate medical laboratory marketing and research only. For data-removal or compliance inquiries, contact <helloparsepoint@gmail.com>.

### Ending Note ✉️

Stop spending hours manually building medical lab prospecting lists. **Medical Laboratories Lead Generator** helps you create structured contact data for outreach, research, and lab client acquisition in minutes.

### FAQ — Medical Laboratories Lead Generator ❓

#### How Does Medical Laboratories Lead Generator Work?

You provide a search term and one or more locations, and the actor collects publicly available business contact data for matching medical laboratories. The results are then saved to your Apify dataset in a structured format.

#### What Types of Businesses Can I Target?

You can target medical laboratories and similar business niches that fit your search term. This makes the actor useful for diagnostic lab leads, pathology lab leads, and broader healthcare lead generation.

#### Can I Use It for More Than One Location?

Yes. The input supports multiple locations, so you can expand your medical laboratory lead generation across different cities or regions.

#### What Data Is Returned?

The dataset includes business name, website, phone, address, city, state, zip, country code, scraped emails, scraped phones, scraped social media, email count, pages scraped, rating, review count, latitude, longitude, place ID, and scraping status.

#### Does It Save Results as It Runs?

Yes. Results are pushed to the dataset during the run, which helps reduce the risk of losing data if a longer job is interrupted.

#### Is Proxy Support Available?

Yes. The input includes proxy configuration, which is recommended for more reliable scraping at scale.

#### How Can I Use the Output?

You can export the dataset as JSON or CSV and use it for CRM imports, email outreach, market analysis, or lab services lead generation workflows.

#### Who Is This Actor Best For?

It is best for marketers, sales teams, analysts, and researchers who need medical laboratory marketing data or medical lab leads from public sources.

### 🆘 Support & Feedback

Have a question or found an issue with Medical Laboratories Lead Generator?

Email <helloparsepoint@gmail.com> for support, feature requests, or feedback.

### Complete number formats

| Field | Meaning |
| --- | --- |
| `phoneRaw` | The exact text the number was read from, before any normalisation |
| `phoneE164` | International dialable form, e.g. `+442079460958` |
| `phoneNational` | As someone inside that country would dial it |
| `phoneInternational` | Readable international form, e.g. `+44 20 7946 0958` |
| `phoneRfc3966` | `tel:` URI for VoIP systems (optional) |
| `phoneExtension` | The internal extension, when one was published |
| `phoneNumbers` | Every number on the row, each in all of the above forms |

Numbers are parsed against the business's own country from its Maps listing.
`phoneRaw` is never derived, so it stays trustworthy even when parsing the rest
fails.

### Contact Memory

| Field | Meaning |
| --- | --- |
| `firstSeenAt` | The date this contact was first delivered to you, across all runs |
| `isNewSinceLastRun` | `false` for a contact an earlier run already returned |

These carry real information because repeats are still delivered by default —
a scraper that dropped duplicates before delivery would mark every row new and
tell you nothing. If you would rather not receive repeats at all, **Skip
contacts delivered by a previous run** suppresses them, and **Reset contact
memory** starts the record over.

A contact is identified by its email address where there is one, otherwise by
its phone number.

# Actor input Schema

## `googleMapsSearchTerm` (type: `string`):

Enter the business type or niche for email scraper (e.g., 'coffee shops', 'dentists').

## `googleMapsLocation` (type: `array`):

Target geographic location for the email scraper (e.g., 'Miami, Florida').

## `maxBusinesses` (type: `integer`):

Target number of businesses to find (1-1000). The scraper will stop when this target is reached.

## `scrapeMaxBusinessesPerLocation` (type: `boolean`):

If enabled, the scraper will collect up to `maxBusinesses` results per location. If disabled, it combines all locations up to a single total limit.

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

Proxy settings for scraping. Recommended for large-scale scraping.

## `includeDialerUri` (type: `boolean`):

Add the tel: URI form some VoIP and telephony systems expect. It duplicates information already in the other number columns - keep it only if your phone system asks for this exact format.

## `skipPreviouslySeenContacts` (type: `boolean`):

Suppress any contact an earlier run already returned, so a scheduled job only pays for what is new. Off by default - leave it off if you want the full list each time and would rather filter on the New column yourself.

## `resetContactMemory` (type: `boolean`):

Clear the remembered contacts before this run, so everything counts as new again. Use after changing your target list.

## Actor input object example

```json
{
  "googleMapsSearchTerm": "Medical Laboratories",
  "googleMapsLocation": [
    "New York"
  ],
  "maxBusinesses": 5,
  "scrapeMaxBusinessesPerLocation": false,
  "proxyConfiguration": {
    "useApifyProxy": true
  },
  "includeDialerUri": true,
  "skipPreviouslySeenContacts": false,
  "resetContactMemory": false
}
```

# Actor output Schema

## `dataset` (type: `string`):

No description

# 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 = {
    "googleMapsSearchTerm": "Medical Laboratories",
    "googleMapsLocation": [
        "New York"
    ],
    "maxBusinesses": 5,
    "proxyConfiguration": {
        "useApifyProxy": true
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("parse-point/medical-laboratories-lead-generator").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 = {
    "googleMapsSearchTerm": "Medical Laboratories",
    "googleMapsLocation": ["New York"],
    "maxBusinesses": 5,
    "proxyConfiguration": { "useApifyProxy": True },
}

# Run the Actor and wait for it to finish
run = client.actor("parse-point/medical-laboratories-lead-generator").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "googleMapsSearchTerm": "Medical Laboratories",
  "googleMapsLocation": [
    "New York"
  ],
  "maxBusinesses": 5,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}' |
apify call parse-point/medical-laboratories-lead-generator --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,parse-point/medical-laboratories-lead-generator"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/o3TpZEgeOItX8ea0U/builds/XhxhLzblUTyUIwxEi/openapi.json