# Product Hunt Scraper - Launches, Products & Leaderboard (`thirdwatch/producthunt-scraper`) Actor

Scrape Product Hunt launches, product profiles, and leaderboard rankings. Extract name, tagline, votes, comments, topics, pricing, reviews, and website URLs. Daily featured products, category browsing, and historical leaderboard data.

- **URL**: https://apify.com/thirdwatch/producthunt-scraper.md
- **Developed by:** [Thirdwatch](https://apify.com/thirdwatch) (community)
- **Categories:** Other, AI
- **Stats:** 1 total users, 0 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.20 / 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.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use 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

## Product Hunt Scraper

Scrape Product Hunt launches, product profiles, and leaderboard rankings. Extracts structured data from Product Hunt's Apollo GraphQL SSR without a browser.

### What it does

This actor scrapes Product Hunt in three modes:

- **Launches** (default): Daily featured products from the homepage or topic pages. Returns name, tagline, votes, comments, rankings, and topics.
- **Products**: Full product profiles with description, website URL, pricing type, review ratings, and follower counts.
- **Leaderboard**: Today's top-ranked products sorted by daily rank.

### Input parameters

| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| `queries` | array of strings | `[]` | Topic slugs for launches (e.g., `artificial-intelligence`, `developer-tools`), product slugs for products (e.g., `chatgpt`, `notion`). Leave empty for homepage. |
| `maxResults` | integer | `50` | Maximum total results to return. |
| `scrapeType` | string | `launches` | One of: `launches`, `products`, `leaderboard`. |
| `proxyConfiguration` | object | `{}` | Proxy settings. Leave default for best results. |

### Output fields

| Field | Type | Description |
|-------|------|-------------|
| `name` | string | Product name |
| `tagline` | string | Product tagline |
| `url` | string | Product Hunt URL |
| `website_url` | string or null | Product's actual website (products mode only) |
| `votes_count` | integer | Number of upvotes |
| `comments_count` | integer | Number of comments |
| `daily_rank` | integer or null | Daily ranking position |
| `weekly_rank` | integer or null | Weekly ranking position |
| `monthly_rank` | integer or null | Monthly ranking position |
| `topics` | array of strings | Topic/category names |
| `description` | string or null | Full description (products mode only) |
| `pricing_type` | string or null | Pricing model (products mode only) |
| `reviews_rating` | float or null | Average review rating (products mode only) |
| `reviews_count` | integer or null | Number of reviews (products mode only) |
| `thumbnail_url` | string or null | Thumbnail image URL |
| `featured_at` | string or null | ISO date when featured |
| `created_at` | string or null | ISO date when created |
| `query` | string | Which query produced this result |

### Example usage

#### Scrape today's launches
```json
{
    "scrapeType": "launches",
    "maxResults": 20
}
````

#### Scrape AI topic launches

```json
{
    "queries": ["artificial-intelligence", "developer-tools"],
    "scrapeType": "launches",
    "maxResults": 50
}
```

#### Scrape product profiles

```json
{
    "queries": ["chatgpt", "notion", "linear"],
    "scrapeType": "products",
    "maxResults": 10
}
```

#### Scrape today's leaderboard

```json
{
    "scrapeType": "leaderboard",
    "maxResults": 30
}
```

### Technical details

- **Pattern B**: HTTP-only with impit TLS fingerprinting (no browser)
- **Memory**: 256 MB
- **Anti-bot bypass**: impit with Chrome TLS fingerprint bypasses Cloudflare Managed Challenge
- **Data source**: Apollo GraphQL SSR data embedded in HTML script tags
- **Cost**: ~$0.05/1K results (pure HTTP, no proxy needed in most cases)

# Actor input Schema

## `queries` (type: `array`):

Search terms or topic slugs to scrape. For 'launches': topic slugs like 'artificial-intelligence', 'productivity'. For 'products': product slugs like 'chatgpt', 'notion'. For 'leaderboard': ignored (uses today's date). Leave empty to scrape the homepage.

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

Maximum total number of results to return across all queries/days.

## `startDate` (type: `string`):

Start date for historical leaderboard scraping (YYYY-MM-DD). If omitted, scrapes today only. Use with endDate to scrape a range.

## `endDate` (type: `string`):

End date for historical leaderboard scraping (YYYY-MM-DD, inclusive). Defaults to startDate if only startDate given.

## `maxPerDay` (type: `integer`):

Cap results per daily leaderboard (e.g. 10 for top-10-per-day). Defaults to maxResults if unset.

## `scrapeType` (type: `string`):

What to scrape: 'launches' = daily featured products from homepage/topic pages, 'products' = full product profiles, 'leaderboard' = ranked products by day.

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

Proxy settings. Leave default for best results.

## Actor input object example

```json
{
  "queries": [
    "artificial-intelligence",
    "developer-tools"
  ],
  "maxResults": 50,
  "scrapeType": "launches"
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# 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 = {
    "queries": [
        "artificial-intelligence",
        "developer-tools"
    ],
    "maxResults": 50,
    "scrapeType": "launches"
};

// Run the Actor and wait for it to finish
const run = await client.actor("thirdwatch/producthunt-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 = {
    "queries": [
        "artificial-intelligence",
        "developer-tools",
    ],
    "maxResults": 50,
    "scrapeType": "launches",
}

# Run the Actor and wait for it to finish
run = client.actor("thirdwatch/producthunt-scraper").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 '{
  "queries": [
    "artificial-intelligence",
    "developer-tools"
  ],
  "maxResults": 50,
  "scrapeType": "launches"
}' |
apify call thirdwatch/producthunt-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=thirdwatch/producthunt-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Product Hunt Scraper - Launches, Products & Leaderboard",
        "description": "Scrape Product Hunt launches, product profiles, and leaderboard rankings. Extract name, tagline, votes, comments, topics, pricing, reviews, and website URLs. Daily featured products, category browsing, and historical leaderboard data.",
        "version": "0.1",
        "x-build-id": "6GywzPdkR78VXze76"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/thirdwatch~producthunt-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-thirdwatch-producthunt-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/thirdwatch~producthunt-scraper/runs": {
            "post": {
                "operationId": "runs-sync-thirdwatch-producthunt-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/thirdwatch~producthunt-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-thirdwatch-producthunt-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "queries": {
                        "title": "Queries / Category Slugs",
                        "type": "array",
                        "description": "Search terms or topic slugs to scrape. For 'launches': topic slugs like 'artificial-intelligence', 'productivity'. For 'products': product slugs like 'chatgpt', 'notion'. For 'leaderboard': ignored (uses today's date). Leave empty to scrape the homepage.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxResults": {
                        "title": "Max Results",
                        "minimum": 1,
                        "maximum": 100000,
                        "type": "integer",
                        "description": "Maximum total number of results to return across all queries/days.",
                        "default": 50
                    },
                    "startDate": {
                        "title": "Start Date (leaderboard mode)",
                        "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
                        "type": "string",
                        "description": "Start date for historical leaderboard scraping (YYYY-MM-DD). If omitted, scrapes today only. Use with endDate to scrape a range."
                    },
                    "endDate": {
                        "title": "End Date (leaderboard mode)",
                        "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
                        "type": "string",
                        "description": "End date for historical leaderboard scraping (YYYY-MM-DD, inclusive). Defaults to startDate if only startDate given."
                    },
                    "maxPerDay": {
                        "title": "Max Results Per Day (leaderboard mode)",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Cap results per daily leaderboard (e.g. 10 for top-10-per-day). Defaults to maxResults if unset."
                    },
                    "scrapeType": {
                        "title": "Scrape Type",
                        "enum": [
                            "launches",
                            "products",
                            "leaderboard"
                        ],
                        "type": "string",
                        "description": "What to scrape: 'launches' = daily featured products from homepage/topic pages, 'products' = full product profiles, 'leaderboard' = ranked products by day.",
                        "default": "launches"
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy settings. Leave default for best results."
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
