# AI Local Lead Engine (`sthiven_r/ai-local-lead-engine`) Actor

Find local businesses by type & city, enrich with contact info, detect their online gaps (no mobile, no SEO, no booking) and auto-generate a sales pitch. Leads ranked by opportunity. For agencies & B2B sellers.

- **URL**: https://apify.com/sthiven\_r/ai-local-lead-engine.md
- **Developed by:** [Wilker Sthiven Rangel Manrique](https://apify.com/sthiven_r) (community)
- **Categories:** Automation, Lead generation, Jobs
- **Stats:** 2 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#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

## AI Local Lead Engine 🎯

Find local businesses, enrich them with contact info, and instantly spot **which ones need your services** — with a ready-to-send sales pitch for every lead.

### What it does

Give it a **business type** + **city**, and this Actor will:

1. 🗺️ Find matching local businesses via **OpenStreetMap** (real, up-to-date data — no fake listings).
2. 🌐 Visit each business website and extract **emails, phones and social profiles**.
3. 🔎 Detect online **gaps**: not mobile-friendly, weak SEO, no online booking, no social media, broken website, no visible email.
4. 🎯 Score each lead by **opportunity** and auto-write a personalized **sales pitch**.

Leads come back **sorted from best to worst opportunity**, so you contact the hottest ones first.

### Perfect for

- 🏢 **Digital marketing agencies** prospecting local clients
- 💼 **Freelancers** (web design, SEO, ads) finding businesses that need them
- 📞 **B2B sales reps & SDRs** building local lead lists
- 🤝 Anyone selling services to local businesses

### Example input

```json
{
  "businessType": "dentist",
  "location": "Miami",
  "maxResults": 50
}
```

### Example output

| Field | Example |
|-------|---------|
| name | Vizcaya Dental Arts |
| opportunityScore | 32 |
| phone | +1-305-568-8899 |
| website | https://www.vizcayadentalarts.com |
| opportunities | `["No email visible", "No social media linked"]` |
| salesPitch | "Hi Vizcaya Dental Arts, I noticed opportunities to attract more clients…" |

### Why this Actor

Most lead tools just dump a list of names. This one tells you **why each business is a lead** and **what to pitch** — turning a raw list into a prioritized sales pipeline.

**Supported business types:** dentist, doctor, restaurant, cafe, bar, lawyer, real estate, hairdresser, beauty, gym, hotel, plumber, electrician, veterinary, pharmacy, accountant, car repair, bakery, florist, car dealer — or any custom OpenStreetMap filter.

**Keywords:** local lead generation, lead scraper, business leads, sales prospecting, lead enrichment, local business finder, cold outreach, B2B leads.

# Actor input Schema

## `businessType` (type: `string`):

Type of local business to find. For anything not listed, use the Custom OSM filter below.

## `location` (type: `string`):

City to search. Use the exact city name, e.g. "Miami", "Austin", "Chicago".

## `maxResults` (type: `integer`):

Maximum number of businesses to find and enrich.

## `customOsmFilter` (type: `string`):

Optional. Override the business type with a raw OpenStreetMap tag, e.g. "shop=bakery" or "office=insurance".

## Actor input object example

```json
{
  "businessType": "dentist",
  "location": "Miami",
  "maxResults": 20
}
```

# 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 = {
    "location": "Miami"
};

// Run the Actor and wait for it to finish
const run = await client.actor("sthiven_r/ai-local-lead-engine").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 = { "location": "Miami" }

# Run the Actor and wait for it to finish
run = client.actor("sthiven_r/ai-local-lead-engine").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 '{
  "location": "Miami"
}' |
apify call sthiven_r/ai-local-lead-engine --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=sthiven_r/ai-local-lead-engine",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/LOTkLWEcbG11jSwVb/builds/q1Kg2oVg3MWJbhNss/openapi.json