# eBay Listing Bulk Scraper (`gocreative.ai/ebay-listing-bulk-scraper`) Actor

Bulk eBay listings scraper — extract title, price, bids, condition, seller, shipping from eBay at scale. Feed a list of inputs; get clean, deduplicated, structured records (CSV/JSON/Excel) ready for e-commerce pricing & reseller research. Fast, reliable, pay-per-result.

- **URL**: https://apify.com/gocreative.ai/ebay-listing-bulk-scraper.md
- **Developed by:** [GoCreative AI](https://apify.com/gocreative.ai) (community)
- **Categories:** E-commerce
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $12.00 / 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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## eBay Listing Bulk Scraper

### 📊 Example output (real run)

![Sample output](https://api.apify.com/v2/key-value-stores/1ztQFHwG8acESTazI/records/ebay-listing-bulk-scraper-sample)

A real record from a live run — clean structured data, exported as CSV / JSON / Excel or via API.

**Bulk-scrape eBay listings by item ID: title, current price, bids, watchers, condition, seller. Built for resellers and price-history analysis.**

No API key, no signup, no subscription — pay only for what you scrape. Clean, structured output ready for CSV, JSON, Excel, or direct API export into your own pipeline.

### What this scraper does

Bulk-scrape eBay listings by item ID: title, current price, bids, watchers, condition, seller. Built for resellers and price-history analysis.

Every run pulls fresh data straight from the source and pushes clean, typed records to the dataset — ready for your CRM, spreadsheet, AI agent, or data pipeline.

### Use cases

- **B2B lead generation** — build targeted prospect lists with verified, structured data
- **Sales prospecting** — find companies and contacts that match your ICP
- **Market research & competitive intelligence** — track an industry or niche in structured form
- **AI agents & automation** — feed agents clean external data without scraping infra
- **Data enrichment** — append fresh fields to your existing lists

### Input

| Field | Description |
|---|---|
| `ids` | List of ebay item ids to process. Example: \['123456789012'] |
| `maxConcurrent` | Higher = faster but uses more API credits in parallel. |

### Output

Every result is a clean structured record. Export the full dataset as **CSV, JSON, or Excel** from the Apify console, or pull it via the Apify API straight into your own tools.

### Why use this actor

- **Scrape ebay listing bulk scraper** — fast, structured, reliable.
- **Ebay listing bulk scraper data export (csv, json, excel)** — fast, structured, reliable.
- **Ebay listing bulk scraper api alternative — no key required** — fast, structured, reliable.
- **Automated ebay listing bulk scraper monitoring on a schedule** — fast, structured, reliable.
- **Structured ebay listing bulk scraper records for ai agents and pipelines** — fast, structured, reliable.

### How it works

This actor pulls data directly from the source, structures it into clean rows, and pushes each result to the dataset. It runs on Apify's infrastructure — reliable, schedulable, and pay-per-result so you only pay for data you actually get.

### Pricing

Pay-per-result via the Apify Store. No monthly subscription, no minimums — run it once or schedule it daily; you're only charged for the results returned.

### FAQ

**Do I need an API key or account?** No. Just provide your input and run it.

**Can I schedule it to run automatically?** Yes — use Apify Schedules to run it hourly, daily, or weekly and get fresh data on autopilot.

**What formats can I export?** CSV, JSON, Excel, or via the Apify API.

**Can I integrate it into my own app?** Yes — call it via the Apify API and pull results directly into your pipeline.

**Is the data accurate and fresh?** Data is pulled live from the source on each run, so it reflects what's available at run time.

# Actor input Schema

## `ids` (type: `array`):

List of ebay item ids to process. Example: \['123456789012']

## `maxConcurrent` (type: `integer`):

Higher = faster but uses more API credits in parallel.

## Actor input object example

```json
{
  "ids": [
    "123456789012"
  ],
  "maxConcurrent": 5
}
```

# Actor output Schema

# 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 = {
    "ids": [
        "123456789012"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("gocreative.ai/ebay-listing-bulk-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 = { "ids": ["123456789012"] }

# Run the Actor and wait for it to finish
run = client.actor("gocreative.ai/ebay-listing-bulk-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 '{
  "ids": [
    "123456789012"
  ]
}' |
apify call gocreative.ai/ebay-listing-bulk-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,gocreative.ai/ebay-listing-bulk-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/JqpUbA7i0tBRujumW/builds/TX4K5UXjRHr9ZopSo/openapi.json