# FlipLead AI - Vinted, Depop, Poshmark scraper (`automation_studio/fliplead-fashion-resale-scraper`) Actor

Cross-platform secondary fashion & vintage arbitrage scraper for Vinted, Depop, and Poshmark. Monitor newly listed items, track prices, find undervalued deals, and receive instant webhook alerts.

- **URL**: https://apify.com/automation\_studio/fliplead-fashion-resale-scraper.md
- **Developed by:** [Asad Naeem](https://apify.com/automation_studio) (community)
- **Categories:**
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 scraped fashion listings

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

## 🛍️ FlipLead AI - Fashion Resale & Arbitrage Scraper (Vinted, Depop, Poshmark)

> **The ultimate 3-in-1 secondhand fashion & clothing arbitrage tool.** Search, monitor, and compare newly listed inventory across **Vinted**, **Depop**, and **Poshmark** simultaneously. Snag undervalued designer clothes, track competitor pricing comps, and receive instant Discord alerts.

***

### 🎯 Why FlipLead AI?

The clothing reseller and thrift arbitrage community is massive. Full-time vintage sellers and cross-listers juggle multiple platforms daily.

Until now, scrapers were either:

- **Single-platform only** (forcing you to pay $40/mo for Depop + another tool for Vinted + another for Poshmark).
- **Fragile & blocked** by Cloudflare/DataDome walls.

**FlipLead AI unites all 3 major resale platforms into a single, unified, ultra-fast API.**

***

### ⚡ Supported Marketplaces

| Marketplace | Primary Regions | Data Extracted |
|---|---|---|
| **Vinted** | UK, EU, US | Title, Brand, Size, Price, Currency, Condition, Photos, Seller Username & Rating, Buy URL |
| **Depop** | US, UK, Global | Title, Brand, Price, Currency, Condition, Photos, Direct Item URL |
| **Poshmark** | US, Canada | Title, Brand, Size, Price, Seller, Photos, Direct Buy Link |

***

### 💡 Top Reseller Use Cases

1. **Inventory Arbitrage & Steals**: Monitor high-demand keywords (e.g. `vintage carhartt jacket`, `arc'teryx`, `stussy`, `nike dunk`) and get alerted the second an item is listed under your target price.
2. **Pricing Comps & Market Value**: Check live active listings across all 3 platforms to price your inventory competitively.
3. **Cross-Listing Insights**: Analyze what brands, sizes, and styles are selling fastest on different marketplaces.
4. **Discord / Telegram Deal Alerts**: Plug in a Discord webhook URL to build an automated deal notification channel for your reselling group or personal notifications.

***

### 📥 Input Example

```json
{
  "search_query": "vintage carhartt jacket",
  "platforms": ["vinted", "depop", "poshmark"],
  "max_results_per_platform": 20,
  "max_price": 50,
  "sort_by": "newest",
  "webhook_url": "https://discord.com/api/webhooks/..."
}
```

***

### 📤 Output Data Format

```json
{
  "id": "vinted_19283746",
  "platform": "vinted",
  "title": "Carhartt Relaxed Fit Cargo Style Pants",
  "description": "Great condition vintage relaxed fit carhartt pants.",
  "brand": "Carhartt",
  "size": "34x32",
  "condition": "Very good",
  "price": 23.95,
  "currency": "GBP",
  "seller_username": "vintagethrifts_uk",
  "seller_rating": 4.9,
  "image_url": "https://images1.vinted.net/t/01_02...",
  "item_url": "https://www.vinted.co.uk/items/19283746",
  "is_deal": true,
  "scraped_at": "2026-09-07T12:30:00Z"
}
```

# Actor input Schema

## `search_query` (type: `string`):

Enter the brand, item, or style you want to search (e.g., 'vintage carhartt jacket', 'nike dunk low', 'stussy hoodie').

## `platforms` (type: `array`):

Select the secondhand fashion marketplaces you want to search across.

## `max_results_per_platform` (type: `integer`):

Maximum number of items to retrieve from each selected marketplace.

## `min_price` (type: `number`):

Filter out items below this price.

## `max_price` (type: `number`):

Only match items at or below this budget. Matching items will be flagged as deals.

## `sort_by` (type: `string`):

Order of scraped listings.

## `webhook_url` (type: `string`):

Receive instant real-time alerts whenever newly listed deals matching your price criteria are discovered.

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

Use built-in Apify Datacenter or Residential proxies to ensure seamless unblocked access.

## Actor input object example

```json
{
  "search_query": "vintage carhartt",
  "platforms": [
    "vinted",
    "depop",
    "poshmark"
  ],
  "max_results_per_platform": 5,
  "sort_by": "newest",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "DATACENTER"
    ]
  }
}
```

# Actor output Schema

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

Dataset containing items, prices, brands, images, seller info, and direct buy links across Vinted, Depop, and Poshmark

# 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 = {
    "search_query": "vintage carhartt",
    "platforms": [
        "vinted",
        "depop",
        "poshmark"
    ],
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "DATACENTER"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("automation_studio/fliplead-fashion-resale-scraper").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 = {
    "search_query": "vintage carhartt",
    "platforms": [
        "vinted",
        "depop",
        "poshmark",
    ],
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["DATACENTER"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("automation_studio/fliplead-fashion-resale-scraper").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 '{
  "search_query": "vintage carhartt",
  "platforms": [
    "vinted",
    "depop",
    "poshmark"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "DATACENTER"
    ]
  }
}' |
apify call automation_studio/fliplead-fashion-resale-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,automation_studio/fliplead-fashion-resale-scraper"
        }
    }
}

```

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/F4ZCPiWfToARLFdKS/builds/eK0pMAeJxz3n1rFNH/openapi.json