# Local Businesses With No Website (Instagram Leads) (`am_production/no-website-leads-finder`) Actor

Real local businesses that run entirely on Instagram with no website: filter by country, city, category and audience, then reveal phone, email and handle. Pay per lead, no subscription.

- **URL**: https://apify.com/am\_production/no-website-leads-finder.md
- **Developed by:** [NoSite](https://apify.com/am_production) (community)
- **Categories:** Lead generation, Business, Social media
- **Stats:** 1 total users, 1 monthly users, 100.0% runs succeeded, 5 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

from $100.00 / 1,000 lead revealeds

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## No Website Leads Finder: Businesses Without a Website (Instagram, Phone + Email)

Real local businesses that run their whole operation on Instagram and have **no
website at all**: bakeries, cake makers, barbers, roofers, cafés, nail studios.
Filter by country, city, category and audience size, then reveal the contact
details for the ones you want to pitch. No subscription, no account to create:
you pay per lead through Apify.

The data comes from [NoSite](https://nosite.app), a continuously refreshed pool
of 26,000+ businesses across 171 countries, growing by about 1,000 a day. Every
account in it was checked: the bio link was followed (Linktree, Facebook,
WhatsApp pages included) to make sure no real domain hides behind it, and a
classifier removed personal accounts and creators.

### Who this is for

Web designers, freelancers and small agencies who sell websites, online
ordering, booking pages or branding to small businesses, and anyone running
outreach automations that need a steady stream of businesses that provably lack
a site.

### What you get

One row per lead, every row revealed: business name, Instagram handle and
URL, phone number, email (and a backup email when found), bio link, address,
other social links, owner accounts tagged in the bio, plus category, business
type, city, country, followers, whether it has no link at all or only a social
link (Linktree / Facebook / WhatsApp), and last post date.

Every lead comes with its Instagram handle, bio link and whatever contact
details the business published. If you want only businesses with a phone number
(or an email), set "Every lead must have" and only those are delivered, so you
never pay for a lead without the channel you need.

### Pricing

Pay per event, charged to your Apify account:

| event | when |
|---|---|
| `lead-revealed` | once per business delivered to you with its contact details |

You are billed for a revealed lead **once per Apify account, ever**. The actor
remembers which businesses it has already delivered to you (in a key-value
store named `nosite-leads-revealed` in your account), so re-running the same
search, or a search that overlaps a previous one, never charges you twice for
the same contact.

Set a maximum spend per run in the actor's settings if you want a hard cap.

### Input

| field | notes |
|---|---|
| Country | dropdown of the countries in the pool, biggest first. Any = all |
| City | searchable dropdown of cities in the pool as "City, Country"; picking one also sets the country. Optional |
| Category | dropdown of Instagram business categories in the pool, biggest first. Optional |
| Audience size | follower bucket |
| Minimum followers | drop smaller accounts |
| Classifier-confirmed businesses only | on by default |
| Untouched leads only | only businesses nobody on NoSite has revealed yet |
| How many leads | 1 to 500, all delivered with contact details |
| Every lead must have | nothing in particular (default), a phone, an email, or either |

### Example

Country `United States`, Category `Bakery`, How many leads `25`, Every lead
must have `A phone number`: 25 US bakeries with no website, each with name,
phone, Instagram and bio link, ready to pitch.

### Where the numbers come from

Businesses are discovered on Instagram through hashtag and profile scraping,
their bio link is expanded to detect a hidden domain, and a classifier removes
personal accounts and creators. Contact details are exactly what the business
published in its own public bio; nothing is inferred or purchased from third
parties. A business that later gets a website is withdrawn from the pool.

Browsing the same pool with a web UI, a REST API and an MCP server is at
[nosite.app](https://nosite.app).

# Actor input Schema

## `country` (type: `string`):

Countries currently in the pool, biggest first. Any = all countries.

## `city` (type: `string`):

Cities currently in the pool, grouped by country (type to search). Picking a city also sets the country, so you can leave Country on Any.

## `category` (type: `string`):

Instagram business categories currently in the pool, biggest first. Any = all categories.

## `followerBucket` (type: `string`):

Instagram follower bucket.

## `minFollowers` (type: `integer`):

Drop businesses with fewer followers than this.

## `businessesOnly` (type: `boolean`):

Keep only accounts the NoSite classifier confirmed as a business. Turn off to also include unclassified accounts.

## `untouchedOnly` (type: `boolean`):

Only businesses nobody on NoSite has revealed yet.

## `leads` (type: `integer`):

Number of businesses to deliver WITH contact details. Every row in the output is revealed (name, phone/email, Instagram, bio link, address). 1 to 500.

## `requireContact` (type: `string`):

Optional filter. Leave on the default to get every matching business; pick a channel to deliver only businesses that have it.

## Actor input object example

```json
{
  "country": "United States",
  "city": "",
  "category": "Bakery",
  "followerBucket": "",
  "minFollowers": 0,
  "businessesOnly": true,
  "untouchedOnly": false,
  "leads": 25,
  "requireContact": "none"
}
```

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("am_production/no-website-leads-finder").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 = {}

# Run the Actor and wait for it to finish
run = client.actor("am_production/no-website-leads-finder").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 '{}' |
apify call am_production/no-website-leads-finder --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,am_production/no-website-leads-finder"
        }
    }
}
```

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/cKnTnkQPVuW2ka7E7/builds/udDk5qfohaYRUjRwx/openapi.json