🚀 Product Hunt Leaderboard Scraper

A high-performance web scraper for extracting comprehensive product launch data from Product Hunt leaderboards

Whether you're a founder, investor, market researcher, or developer, this tool helps you gather detailed product performance data and insights from Product Hunt — perfect for market analysis, competitive intelligence, and identifying trending products.

✨ Key Features

✅ Super simple to get started

• Just specify the period (daily, weekly, monthly, or yearly) and optional date parameters to get started

✅ Comprehensive Product Data

• Scrape product launches by time period: daily, weekly, monthly, or yearly leaderboards
• Retrieves detailed product metrics: votes, comments, rank, launch date, and more
• Access featured products and their performance data

✅ Deep Product Insights

• Extracts product names, taglines, and descriptions
• Detailed launch performance including launch day score and latest score
• Product categories for market segmentation
• Featured comments and community engagement metrics
• Optional detailed product information: full descriptions, pricing, gallery images, and social links
• Optional maker profiles: founder details, badges, follower counts, and portfolio

✅ Advanced Filtering

• Filter by specific date (or today if left blank), week, month, or year
• Access historical leaderboard data back to 2013
• Pagination support for complete data extraction
• Multiple ranking metrics: daily, weekly, monthly rankings

✅ Bulk Processing & High Performance

• Process entire leaderboards with pagination support
• Optimized for speed with concurrent request handling
• Built-in retry mechanisms for reliability

✅ Structured Data Output

• Clean, structured JSON output
• Ready for analysis, dashboards, or data pipelines
• Comprehensive data points for each product

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🗂 Use Cases

• Founders & Entrepreneurs
  Track competitor launches, analyze successful product strategies, and time your own launches strategically.

• Investors & VCs
  Identify trending products and promising startups, track portfolio companies, and discover investment opportunities.

• Market Researchers
  Analyze product trends, track market segments, and understand what makes products successful on Product Hunt.

• Product Managers
  Benchmark product launches, study successful launch strategies, and gather competitive intelligence.

• Developers & Makers
  Find inspiration, track similar products, and understand what features resonate with the Product Hunt community.

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🔖 Output Example (without details and makers)

json version:

{
	"name": "Clueso",
	"slug": "clueso",
	"tagline": "Create stunning product videos in minutes with AI",
	"latestScore": 1492,
	"launchDayScore": 1226,
	"votesCount": 1530,
	"featuredAt": "2025-07-08T00:01:00-07:00",
	"updatedAt": "2025-07-28T06:18:57-07:00",
	"featuredComment": null,
	"dailyRank": 1,
	"weeklyRank": 1,
	"monthlyRank": 1,
	"commentsCount": 314,
	"topics": [
		"SaaS",
		"Artificial Intelligence",
		"Video"
	],
	"thumbnail": "https://ph-files.imgix.net/5db96420-68ff-4d26-81ce-0635d1637bf9.png",
	"url": "https://www.producthunt.com/products/clueso"
}

Product details (when 'Scrape product details' is enabled)

When product details are enabled, you get extensive additional data including, but not limited to:

• Full product description - Detailed product information beyond the tagline
• Pricing information - Pricing model (free, freemium, paid, etc.)
• Launch metadata - Launch state, schedule times, availability status, votes, ...
• Hunter information - Details about who hunted the product
• Maker profiles - Basic information about all product makers
• Media gallery - All product images and videos with URLs
• Product website - Domain and website URL
• Badge information - Awards and recognition badges
• Additional flags - Various status indicators (isArchived, isTopLaunch, etc.)

json version:

{
	"name": "Supabase",
	"slug": "supabase-b37accde-66c0-4c60-bc5c-2634afa7cfe2",
	"tagline": "The Postgres developer platform is now generally available",
	"latestScore": 2561,
	"launchDayScore": 2451,
	"votesCount": 2914,
	"featuredAt": "2024-04-15T00:01:00-07:00",
	"updatedAt": "2025-07-27T23:23:36-07:00",
	"featuredComment": null,
	"dailyRank": 1,
	"weeklyRank": 1,
	"monthlyRank": 1,
	"commentsCount": 189,
	"topics": [
		"Developer Tools",
		"Database",
		"SDK"
	],
	"thumbnail": "https://ph-files.imgix.net/ce7a4c38-9757-4286-8a54-7f074653f4db.png",
	"url": "https://www.producthunt.com/posts/supabase-b37accde-66c0-4c60-bc5c-2634afa7cfe2",
	"launchNumber": 12,
	"launchedThisWeek": false,
	"launchingToday": false,
	"disabledWhenScheduled": true,
	"createdAt": "2024-04-15T00:01:00-07:00",
	"embargoPreviewAt": null,
	"isAvailable": true,
	"isArchived": true,
	"trashedAt": null,
	"isTopLaunch": false,
	"featured": true,
	"hideVotesCount": false,
	"thumbnailImageUuid": "ce7a4c38-9757-4286-8a54-7f074653f4db.png",
	"newsletterBadge": null,
	"description": "After a 4 year beta period, Supabase is now Generally Available. \n\nWhether you’re an indie hacker or a Fortune 500 company, Supabase now scales to any workload, and more than a third of the current YC are building with Supabase.",
	"pricingType": "free",
	"isMaker": false,
	"user": {
		"name": "Ant Wilson",
		"headline": "CTO & Co-Founder @ Supabase",
		"username": "antwilson",
		"avatarUrl": "https://ph-avatars.imgix.net/1401177/original.jpeg"
	},
	"makers": [
		{
			"name": "Ant Wilson",
			"headline": "CTO & Co-Founder @ Supabase",
			"username": "antwilson",
			"avatarUrl": "https://ph-avatars.imgix.net/1401177/original.jpeg",
			"url": "https://www.producthunt.com/@antwilson"
		},
		{
			"name": "kiwicopple",
			"headline": "CEO @ Supabase",
			"username": "copple",
			"avatarUrl": "https://ph-avatars.imgix.net/808754/e238f61b-e5d2-4cbc-a2ec-468f1d59ce31.png",
			"url": "https://www.producthunt.com/@copple"
		},...
	],
	"media": [
		{
			"imageUrl": "https://ph-files.imgix.net/f109c7f4-ae90-47f7-ab0b-e86858263d21.jpeg",
			"mediaType": "video",
			"video": "https://www.youtube.com/watch?v=bRtdk8D4X8w"
		},
		{
			"imageUrl": "https://ph-files.imgix.net/d1f428d5-ca9b-45aa-8d96-f559800e715c.png",
			"mediaType": "image"
		},...
	],
	"launchState": "featured",
	"scheduledAt": "2024-04-15T00:01:00-07:00",
	"isHunter": false,
	"product": {
		"isTopProduct": true,
		"slug": "supabase",
		"name": "Supabase",
		"websiteUrl": "https://supabase.com",
		"websiteDomain": "supabase.com",
		"isClaimed": true,
		"canClaim": false,
		"isViewerTeamMember": null,
		"viewerPendingTeamRequest": null,
		"firstLaunch": false,
		"isNoLongerOnline": false,
		"passedOnePost": true,
		"postsCount": 16,
		"activeUpcomingEvent": null,
		"logoUrl": "https://ph-files.imgix.net/8dff2ac5-c4f0-4b02-9055-a2a0019f139c.jpeg"
	},
	"badges": [
		"GoldenKittyAwardBadge",
		"NewsletterPostBadge",
		"TopPostBadge",
		"TopPostTopicBadge"
	],
	"thumbnailUrl": "https://ph-files.imgix.net/undefined"
}

Extra maker details (when 'Scrape maker details' is enabled)

When maker details are enabled, each maker's profile is enriched with comprehensive data, but not limited to:

• Professional information - Job title, company, and professional headline
• Social links - Website, Twitter, and other social profiles
• Product portfolio - All products created, with featured launches
• Community engagement - Products count, followers/following, reviews written
• Badge achievements - All earned badges with descriptions (Top 5 Launch, Tastemaker, etc.)
• Karma score - Community reputation level (Bronze, Silver, Gold)
• Tech stack - Products and tools the maker uses
• Voting history - Products the maker has upvoted with details
• Forum activity - Participation in Product Hunt discussions
• Account metadata - Creation date, verification status, about section

json version of the extra maker details:

"makers": [
		{
			"name": "Ant Wilson",
			"headline": "CTO & Co-Founder @ Supabase",
			"username": "antwilson",
			"avatarUrl": "https://ph-avatars.imgix.net/1401177/original.jpeg",
			"url": "https://www.producthunt.com/@antwilson",
			"isTrashed": false,
			"productsCount": 8,
			"submittedPostsCount": 4,
			"collectionsCount": 1,
			"followersCount": 1172,
			"followingsCount": 5,
			"reviewsCount": 16,
			"headerUuid": null,
			"isFollowingViewer": false,
			"isMaker": true,
			"isViewer": false,
			"twitterUsername": "AntWilson",
			"visitStreak": {
				"emoji": "⚡️",
				"duration": 4
			},
			"karmaBadge": {
				"kind": "GOLD",
				"score": 1436
			},
			"stacksCount": 2,
			"stacks": [
				{
					"product": {
						"slug": "supabase",
						"name": "Supabase",
						"logoUrl": "https://ph-files.imgix.net/8dff2ac5-c4f0-4b02-9055-a2a0019f139c.jpeg",
						"isNoLongerOnline": false
					}
				},
				{
					"product": {
						"slug": "dashibase",
						"name": "Dashibase",
						"logoUrl": "https://ph-files.imgix.net/f03bee43-9d19-46f7-b707-f3a5ca0e45b9.png",
						"isNoLongerOnline": false
					}
				}
			],
			"selectedBylineProduct": {
				"name": "Supabase",
				"logoUrl": "https://ph-files.imgix.net/8dff2ac5-c4f0-4b02-9055-a2a0019f139c.jpeg",
				"isNoLongerOnline": false
			},
			"productsWithFeaturedLaunch": [
				{
					"name": "Supabase",
					"logoUrl": "https://ph-files.imgix.net/8dff2ac5-c4f0-4b02-9055-a2a0019f139c.jpeg",
					"isNoLongerOnline": false
				},
				{
					"name": "SupaSleeves",
					"logoUrl": "https://ph-files.imgix.net/b034af71-7c7b-4cd9-9606-772d50ca9dae.png",
					"isNoLongerOnline": false
				}
			],
			"isAccountVerified": false,
			"about": null,
			"badgesCount": 9,
			"badgesUniqueCount": 6,
			"votesCount": 86,
			"createdAt": "2018-08-27T02:23:01-07:00",
			"links": [
				{
					"name": "Website",
					"kind": "website",
					"url": "https://supabase.io"
				},
				{
					"name": "Twitter",
					"kind": "twitter",
					"url": "https://twitter.com/antwilson"
				}
			],
			"badgeGroups": [
				{
					"awardKind": "comment_award_intro",
					"badgesCount": 1,
					"award": {
						"name": "Plugged in 🔌",
						"description": "You made a valuable introduction to a person or team.",
						"imageUrl": "https://ph-files.imgix.net/9e2c38ac-2858-44a0-958f-9b482a7474c6.png",
						"active": true
					}
				},
				{
					"awardKind": "top_5_launch",
					"badgesCount": 4,
					"award": {
						"name": "Top 5 Launch",
						"description": "Your product was one of the top 5 launches!",
						"imageUrl": "https://ph-files.imgix.net/66463acb-2f6f-45b0-8f06-1f2f75aa73c6.png",
						"active": true
					}
				},...
			],
			"votedPosts": [
				{
					"slug": "supabase-ui-library",
					"name": "Supabase UI Library",
					"tagline": "Drop-in components based on shadcn/ui & powered by Supabase",
					"dailyRank": "4",
					"weeklyRank": "9",
					"monthlyRank": "24",
					"thumbnailImageUrl": "https://ph-files.imgix.net/960b4e28-654f-4d11-ad2b-adce31210166.png",
					"hideVotesCount": false,
					"featuredAt": "2025-04-02T00:01:00-07:00",
					"createdAt": "2025-04-02T00:01:00-07:00",
					"embargoPreviewAt": null,
					"latestScore": 657,
					"launchDayScore": 638,
					"commentsCount": 54,
					"productState": "default",
					"votesCount": 633,
					"updatedAt": "2025-07-28T07:00:41-07:00"
				},
				{
					"slug": "supasleeves",
					"name": "SupaSleeves",
					"tagline": "The latest in technical armwear",
					"dailyRank": "12",
					"weeklyRank": "69",
					"monthlyRank": "310",
					"thumbnailImageUrl": "https://ph-files.imgix.net/b034af71-7c7b-4cd9-9606-772d50ca9dae.png",
					"hideVotesCount": false,
					"featuredAt": "2025-04-01T00:01:00-07:00",
					"createdAt": "2025-04-01T00:01:00-07:00",
					"embargoPreviewAt": null,
					"latestScore": 143,
					"launchDayScore": 138,
					"commentsCount": 25,
					"productState": "default",
					"votesCount": 94,
					"updatedAt": "2025-07-27T16:07:44-07:00"
				},...
			],
			"newProducts": [
				{
					"name": "SupaSleeves",
					"createdAt": "2025-03-31T22:59:07-07:00",
					"tagline": "The latest in technical armwear",
					"slug": "supasleeves",
					"makerPosts": [
						{
							"name": "SupaSleeves",
							"tagline": "The latest in technical armwear",
							"thumbnailImageUrl": "https://ph-files.imgix.net/b034af71-7c7b-4cd9-9606-772d50ca9dae.png",
							"createdAt": "2025-04-01T00:01:00-07:00",
							"slug": "supasleeves"
						}
					],
					"logoUrl": "https://ph-files.imgix.net/b034af71-7c7b-4cd9-9606-772d50ca9dae.png",
					"isNoLongerOnline": false
				},
				{
					"name": "Supabase",
					"createdAt": "2021-06-21T14:06:25-07:00",
					"tagline": "The open source Firebase alternative",
					"slug": "supabase",
					"makerPosts": [
						{
							"name": "postgres.new",
							"tagline": "The in-browser Postgres sandbox with AI assistance",
							"thumbnailImageUrl": "https://ph-files.imgix.net/9389199b-d0ed-43a8-af95-d3474ae69671.png",
							"createdAt": "2024-08-13T00:01:00-07:00",
							"slug": "postgres-new"
						},
						{
							"name": "Supabase",
							"tagline": "The Postgres developer platform is now generally available",
							"thumbnailImageUrl": "https://ph-files.imgix.net/62db6534-92fb-48f2-9812-04f0244f8b68.png",
							"createdAt": "2024-05-14T00:01:00-07:00",
							"slug": "supabase-2"
						},...
					],
					"logoUrl": "https://ph-files.imgix.net/8dff2ac5-c4f0-4b02-9055-a2a0019f139c.jpeg",
					"isNoLongerOnline": false
				}
			],
			"work": null,
			"forumActivity": []
		},...
		
	]

🚀 Getting Started

Input Configuration

Example 1: Scrape today's launch products:

{
  "period": "daily"
}

Example 2: Scrape this week's launch products with details product info:

{
  "period": "weekly",
  "scrape_product_details": true
}

Example 3: Scrape maximum 300 launch products in January 2025:

{
  "period": "monthly",
  "year": "2025",
  "month": "1",
  "max_results": 300
}

Configuration Options

• period: [Required] Time period for the leaderboard ("daily", "weekly", "monthly", or "yearly")
• day: Specific day in YYYY-MM-DD format (for daily period)
• year: Year for the leaderboard (minimum: 2013)
• month: Month number 1-12 (for monthly period)
• week: Week number 1-52 (for weekly period)
• max_results: Maximum number of products to scrape (default: no limit)
• scrape_product_details: Fetch detailed product information (default: false)
• scrape_maker_details: Fetch detailed maker profiles (default: false)