# Spider Insta Leads Scraper (`anshmaj/spider-insta-leads`) Actor

Find verified Instagram leads with AI scoring. Scrape profiles by hashtag, location, or followers — get emails, engagement rates & quality scores (Hot/Warm/Cold). Export to JSON or CSV instantly.

- **URL**: https://apify.com/anshmaj/spider-insta-leads.md
- **Developed by:** [Ansh Majumdar](https://apify.com/anshmaj) (community)
- **Categories:** Lead generation, Social media, Automation
- **Stats:** 8 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $150.00 / 1,000 qualified lead extracteds

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/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

## 🕷️ Spider Insta Leads Scraper

AI-powered Instagram lead generation with intelligent scoring. Finds high-quality leads based on engagement, activity, and keywords.

### Features

- **Multi-Stage Filtering**: Quick scan → Deep analysis → Smart scoring
- **Anti-Detection**: Residential proxies + human behavior simulation
- **Lead Scoring**: Algorithm ranks leads (🔥 Hot / ⚡ Warm / ❌ Cold)
- **Email Extraction**: Auto-extracts business emails from bios
- **Real-time Updates**: Live progress tracking

### Pricing

- $0.50 per run initiation
- $0.02 per profile analyzed
- $0.15 per qualified lead found (score >60)

### Input Parameters

- Search by Hashtag, Followers, or Following
- Filter by follower count (1K-100K ideal for micro-influencers)
- Engagement rate thresholds
- Business account filtering
- Custom keyword matching

### Output

JSON/CSV with: username, email, engagement rate, quality score, last activity date, business category.

### Compliance

Scrapes only public profiles. Users responsible for GDPR compliance.

# Actor input Schema

## `searchMode` (type: `string`):

Source for lead discovery

## `targets` (type: `array`):

Hashtags (without #) or usernames to scrape

## `followerMin` (type: `integer`):

Minimum follower count for a lead

## `followerMax` (type: `integer`):

Maximum follower count for a lead

## `minAvgViews` (type: `integer`):

Minimum average views per post

## `maxInactiveDays` (type: `integer`):

Skip accounts with no posts in this many days

## `keywords` (type: `array`):

Only match accounts whose bio contains these keywords (leave empty to match all)

## `businessOnly` (type: `boolean`):

Only return accounts marked as business/creator

## `minScore` (type: `integer`):

Only return leads scoring above this threshold (0-100)

## `maxLeads` (type: `integer`):

Stop after collecting this many qualified leads

## `postsToAnalyze` (type: `integer`):

Number of recent posts to check for engagement metrics

## `proxyConfig` (type: `object`):

Residential proxies recommended to avoid Instagram blocks

## Actor input object example

```json
{
  "searchMode": "hashtag",
  "targets": [
    "fitnesscoach",
    "marketing"
  ],
  "followerMin": 1000,
  "followerMax": 100000,
  "minAvgViews": 500,
  "maxInactiveDays": 14,
  "keywords": [
    "coach",
    "business",
    "entrepreneur"
  ],
  "businessOnly": true,
  "minScore": 60,
  "maxLeads": 100,
  "postsToAnalyze": 5
}
```

# 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 = {
    "targets": [
        "fitnesscoach",
        "marketing"
    ],
    "keywords": [
        "coach",
        "business",
        "entrepreneur"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("anshmaj/spider-insta-leads").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 = {
    "targets": [
        "fitnesscoach",
        "marketing",
    ],
    "keywords": [
        "coach",
        "business",
        "entrepreneur",
    ],
}

# Run the Actor and wait for it to finish
run = client.actor("anshmaj/spider-insta-leads").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 '{
  "targets": [
    "fitnesscoach",
    "marketing"
  ],
  "keywords": [
    "coach",
    "business",
    "entrepreneur"
  ]
}' |
apify call anshmaj/spider-insta-leads --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,anshmaj/spider-insta-leads"
        }
    }
}

```

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/ox2Ut7OWevW4MdJFj/builds/uTfba1iFlgaq1vwIC/openapi.json