Product Hunt Scraper — Products, Ratings & Reviews to CSV/Excel

Scrape Product Hunt product data and reviews at scale. Discover products by topic or target specific products by slug — name, tagline, description, review rating & count, followers, website, social links, funding, categories — plus full reviews (pros, cons, multi-dimension ratings, author). Export to CSV, Excel or JSON. No login, no API key.

product hunt scraper · producthunt scraper · product reviews · saas directory · tech product data · competitor research · product discovery · startup research

Built for market and competitor research, product discovery, and lead-gen for software tools.

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👥 Who Is This For?

• Market & competitor research: Compare products' ratings, reviews, and followers in a topic.
• Product discovery: Pull fresh products in any Product Hunt topic with taglines and links.
• Sales / lead-gen: Collect tool makers' websites and social profiles by category.

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⚡ Features

• Two modes — browse a topic (many products) or scrape specific products by slug/URL.
• Product data — name, tagline, description, review rating & count, followers, website, socials, funding, employee size, categories, logo.
• Reviews (optional) — pros, cons, overall + ease-of-use/value/reliability/customization ratings, author, date.
• De-duplicated — by product slug.
• You control cost — caps on products and reviews per product.
• Export — CSV/Excel/JSON, or call from AI agents via Apify's MCP server.

Note: Product Hunt upvote counts / daily rankings are loaded privately and are not included.

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🚀 How to Use

Topic mode: add topic slugs (from producthunt.com/topics/{slug}), e.g. artificial-intelligence, developer-tools. Product mode: add product slugs, e.g. lovable, n8n-io (full URLs work too). When set, topics are ignored.

Turn on Scrape reviews for reviews, and set Max reviews per product / Maximum products to control volume.

Sample Input

{
  "productSlugs": ["lovable", "n8n-io"],
  "scrapeReviews": true,
  "maxReviewsPerProduct": 20,
  "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }
}

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📊 Output — Product fields

Field	Type	Example
name	string	"Lovable"
tagline	string	"The world's first AI Fullstack Engineer"
description	string | null	"The AI Fullstack Engineer that works…"
slug / url	string	"lovable" / "https://www.producthunt.com/products/lovable"
website	string | null	"https://lovable.dev"
reviewsRating	number | null	4.68
reviewsCount	integer | null	193
followersCount	integer | null	44188
founderReviewsCount	integer | null	114
postsCount	integer | null	10
categories	string | null	"AI Coding Agents, Developer Tools"
tags	string | null	"Software Engineering, Developer Tools, AI"
dailyRank / weeklyRank / monthlyRank	integer | null	7 / 38 / 183
score	integer | null	270 (upvote-based launch score)
launchDate	string | null	"2024-10-22T11:40:23-07:00"
launchCommentsCount	integer | null	52
launches	array | null	[{ name, tagline, launchDate, dailyRank, weeklyRank, monthlyRank, score, commentsCount, url }]
makers	array | null	[{ name, username, avatarUrl }]
images / videoUrls	array | null	product gallery media URLs
xAccountHandle	string | null	"@codebuffai"
wasInYCombinator / isTopProduct / isNoLongerOnline	boolean	false / true / false
employeeSize / fundingAmount	string | null	often null
firstLaunchDate	string | null	"2024-01-04T00:01:00-08:00"
socialLinks	object | null	{ "twitter": "…", "linkedin": "…" }
logoUrl / thumbnailUrl	string | null	"https://ph-files.imgix.net/…"
scrapedAt	string (ISO)	"2026-07-03T10:00:00.000Z"

score is Product Hunt's upvote-based launch score (PH no longer exposes raw upvote counts). Tech-stack (builtWith), full comment threads, and maker follower counts are only available via Product Hunt's official API and are not included.

With Scrape product website on — each product gains websiteInfo

Field	Description
title, description	the product site's <title> + meta description
emails	emails found on the site (great for lead-gen)
rawText	cleaned page text (truncated)

With Scrape reviews on — each product gains reviews[]

Review field	Description
overallRating + easeOfUseRating / valueForMoneyRating / reliabilityRating / customizationRating	1–5 scores
pros, cons	tag lists
positiveFeedback, negativeFeedback, experience	review text
author, authorHeadline	reviewer name + headline
createdAt, votesCount, commentsCount	review metadata

Plus reviewsScraped (how many were captured for that product).

Sample Output

{
  "name": "Codebuff",
  "tagline": "Better code generation than Cursor, from your CLI",
  "description": "Codebuff is a tool for editing codebases via natural la…",
  "slug": "codebuff",
  "url": "https://www.producthunt.com/products/codebuff",
  "website": "https://codebuff.com",
  "reviewsRating": 5,
  "reviewsCount": 3,
  "followersCount": 234,
  "postsCount": 1,
  "categories": "AI Coding Agents, Command line tools, AI Code Editors",
  "tags": "Software Engineering, Developer Tools, Artificial Intelligence, Open Source",
  "dailyRank": 7,
  "weeklyRank": 38,
  "monthlyRank": 183,
  "score": 270,
  "launchDate": "2024-10-22T11:40:23-07:00",
  "launchCommentsCount": 54,
  "wasInYCombinator": true,
  "xAccountHandle": "@codebuffai",
  "socialLinks": { "twitter": "https://twitter.com/codebuffai", "linkedin": "https://www.linkedin.com/company/codebuff" },
  "logoUrl": "https://ph-files.imgix.net/7cdee0cb-…png",
  "launches": [
    { "name": "Codebuff", "launchDate": "2024-10-22T11:40:23-07:00", "dailyRank": 7, "weeklyRank": 38, "monthlyRank": 183, "score": 270, "commentsCount": 54, "url": "https://www.producthunt.com/products/codebuff/launches/codebuff" }
  ],
  "makers": [
    { "name": "Carter Garcia", "username": "carter_garcia", "avatarUrl": "https://ph-avatars.imgix.net/…jpeg" }
  ],
  "images": ["https://ph-files.imgix.net/a217b57d-…gif"],
  "reviews": [
    { "overallRating": 5, "author": "Dexter Horthy", "createdAt": "2024-11-19T22:57:35-08:00" }
  ],
  "reviewsScraped": 3,
  "websiteInfo": {
    "url": "https://codebuff.com",
    "title": "Codebuff – AI Coding Assistant for Your Terminal",
    "description": "Code faster with AI using Codebuff. Edit your codebase via natural language.",
    "emails": [],
    "rawText": "Codebuff – AI Coding Assistant for Your Terminal Docs P…"
  }
}

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💡 Proxy (recommended)

Uses residential proxy (Product Hunt blocks data-center IPs). Apify residential is the default and works out of the box; you can plug in your own for higher volume.

⚖️ Compliance & Responsible Use

Collects publicly available data only. Reviews contain user-generated content (author names/headlines) — use it lawfully, comply with anti-spam rules for any outreach, and respect Product Hunt's Terms of Service and robots.txt.