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Product Hunt Product Details Scraper: Extract Startup & Product Launch Data

Introduction

Product Hunt is the premier platform for discovering new products, startups, and innovations, hosting hundreds of thousands of launches from emerging tech companies, indie makers, and established brands. As the go-to community for tech enthusiasts, investors, and early adopters, Product Hunt provides rich data on product launches, user engagement, founder backgrounds, funding details, and community reception.

For venture capitalists, startup founders, competitive analysts, and market researchers, accessing this structured product data is invaluable. However, manually collecting detailed information about products across categories and tracking multiple launches is inefficient and time-consuming.

The Product Hunt Product Details Scraper automates extraction of comprehensive product profiles, enabling systematic data collection for competitive intelligence, investment research, market trend analysis, and startup discovery at scale.

Scraper Overview

The Product Hunt Product Details Scraper is a specialized tool designed to extract detailed information from individual product pages on Product Hunt. It captures launch metrics, review data, company information, social media presence, funding details, awards, and community engagement signals.

Key advantages include the ability to process multiple product URLs simultaneously, ignore failed requests to continue extraction, and capture comprehensive structured data including metrics unavailable through basic browsing. It's valuable for VCs conducting due diligence, founders analyzing competitors, researchers studying startup trends, and business development teams identifying partnership opportunities.

The scraper extracts rich metadata including Y Combinator status, Golden Kitty awards, employee counts, funding amounts, review ratings, follower counts, and category classifications—enabling deep analysis of product positioning, market traction, and competitive landscapes.

Input Configuration

Example url 1: https://www.producthunt.com/products/vercel

Example url 2: https://www.producthunt.com/products/cloudflare-pages

Example url 3: https://www.producthunt.com/products/netlify

Example Screenshot of product information page:

Input Format

{
  "urls": [
    "https://www.producthunt.com/products/vercel"
  ],
  "ignore_url_failures": true
}

The urls parameter: Add URLs of specific Product Hunt product pages. Paste URLs individually or use bulk edit for prepared lists. URLs should be product profile pages (e.g., /products/product-name), not launch pages or other sections.

The ignore_url_failures parameter: When true, the scraper continues running even if some URLs fail to load. Essential for large-scale extraction where individual failures shouldn't halt the entire job.

Output Format

[
  {
  "id": "435808",
  "can_edit": false,
  "upcoming_launch": null,
  "structured_data": {
    "@context": "http://schema.org",
    "@id": "https://www.producthunt.com/products/vercel",
    "@type": [
      "WebApplication",
      "Product"
    ],
    "url": "https://www.producthunt.com/products/vercel",
    "name": "Vercel",
    "description": "Vercel provides the developer tools and cloud infrastructure to build, scale, and secure a faster, more personalized web.",
    "date_published": "2022-04-14T07:51:27.719-07:00",
    "date_modified": "2026-04-09T02:32:44.977-07:00",
    "image": "https://ph-files.imgix.net/593ff5e2-9d11-491c-ab63-9e929e894214.jpeg?auto=format",
    "screenshot": [
      "https://ph-files.imgix.net/be9e05c1-ffed-4d8c-9817-456df32b6b68.jpeg?auto=format&fit=crop",
      "https://ph-files.imgix.net/43dae3cc-0260-483e-80a8-14302c37e434.png?auto=format&fit=crop",
      "https://ph-files.imgix.net/32e0daf6-84d3-44e4-9329-4204416f76fa.png?auto=format&fit=crop"
    ],
    "aggregate_rating": {
      "@type": "AggregateRating",
      "rating_count": 811,
      "rating_value": "4.96",
      "worst_rating": 1,
      "best_rating": 5
    },
    "operating_system": "Web",
    "application_category": "Software Engineering",
    "author": [
      {
        "@type": "Person",
        "name": "Mark Glagola",
        "image": "https://ph-avatars.imgix.net/954059/original.jpeg?auto=format&crop=faces&fit=crop&h=100&w=100",
        "url": "https://www.producthunt.com/@markgl"
      },
      {
        "@type": "Person",
        "name": "Rhys Sullivan",
        "image": "https://ph-avatars.imgix.net/4511796/0aa08e05-df9c-476e-9e50-8d0a294e6b2c.png?auto=format&crop=faces&fit=crop&h=100&w=100",
        "url": "https://www.producthunt.com/@rhyssullivan"
      },
      {
        "@type": "Person",
        "name": "Dillon Mulroy",
        "image": "https://ph-avatars.imgix.net/7587116/original.jpeg?auto=format&crop=faces&fit=crop&h=100&w=100",
        "url": "https://www.producthunt.com/@dillon_mulroy"
      }
    ]
  },
  "latest_launch": {
    "__typename": "Post",
    "id": "1070427",
    "launched_this_week": false,
    "slug": "skills-sh",
    "product": {
      "__typename": "Product",
      "id": "435808",
      "slug": "vercel",
      "name": "Vercel",
      "can_edit": false,
      "website_url": "https://vercel.com",
      "website_domain": "vercel.com",
      "is_claimed": true,
      "can_claim": false,
      "is_viewer_team_member": null,
      "viewer_pending_team_request": null,
      "tagline": "The frontend cloud. Creators of Next.js. ",
      "clean_url": "vercel.com",
      "logo_uuid": "593ff5e2-9d11-491c-ab63-9e929e894214.jpeg",
      "is_no_longer_online": false
    },
    "launch_state": "featured",
    "can_manage": false,
    "moderation_reason": null,
    "name": "skills.sh",
    "created_at": "2026-01-31T00:01:00-08:00",
    "scheduled_at": "2026-01-31T00:01:00-08:00",
    "is_maker": false,
    "is_hunter": false,
    "launching_today": false,
    "launch_number": 26,
    "can_deputy_manage": false,
    "primary_link": {
      "__typename": "ProductLink",
      "id": "1370923",
      "url": "https://skills.sh/"
    },
    "tagline": "The Open Agent Skills Ecosystem",
    "thumbnail_image_uuid": "593ff5e2-9d11-491c-ab63-9e929e894214.jpeg",
    "product_state": "default"
  },
  "name": "Vercel",
  "tagline": "The frontend cloud. Creators of Next.js. ",
  "description": "Vercel provides the developer tools and cloud infrastructure to build, scale, and secure a faster, more personalized web.",
  "reviews_count": 811,
  "followers_count": 10117,
  "is_top_product": true,
  "founder_detailed_reviews_count": 768,
  "first_launch": false,
  "golden_kitty_badges": {
    "__typename": "GoldenKittyAwardBadgeConnection",
    "edges": []
  },
  "orbit_award_badges": {
    "__typename": "OrbitAwardBadgeConnection",
    "edges": []
  },
  "slug": "vercel",
  "twitter_url": "https://x.com/vercel",
  "facebook_url": "",
  "instagram_url": "",
  "linkedin_url": "https://www.linkedin.com/company/vercel/",
  "angellist_url": "",
  "threads_url": "",
  "medium_url": "",
  "awards": {
    "__typename": "Connection",
    "edges": [
      {
        "__typename": "BadgeEdge",
        "node": {
          "__typename": "TopPostBadge",
          "id": "9559",
          "post": {
            "__typename": "Post",
            "id": "124616",
            "slug": "hyper-2-2",
            "name": "Hyper 2",
            "product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            },
            "redirect_to_product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            }
          },
          "position": 3,
          "period": "weekly",
          "date": "2018-04-17"
        }
      },
      {
        "__typename": "BadgeEdge",
        "node": {
          "__typename": "TopPostBadge",
          "id": "9523",
          "post": {
            "__typename": "Post",
            "id": "124616",
            "slug": "hyper-2-2",
            "name": "Hyper 2",
            "product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            },
            "redirect_to_product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            }
          },
          "position": 2,
          "period": "daily",
          "date": "2018-04-17"
        }
      },
      {
        "__typename": "BadgeEdge",
        "node": {
          "__typename": "TopPostBadge",
          "id": "6297",
          "post": {
            "__typename": "Post",
            "id": "94510",
            "slug": "next-js-2-0",
            "name": "Next.js 2.0",
            "product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            },
            "redirect_to_product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            }
          },
          "position": 5,
          "period": "daily",
          "date": "2017-03-27"
        }
      },
      {
        "__typename": "BadgeEdge",
        "node": {
          "__typename": "TopPostBadge",
          "id": "6507",
          "post": {
            "__typename": "Post",
            "id": "98112",
            "slug": "zeit-cli-domains",
            "name": "Zeit CLI Domains",
            "product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            },
            "redirect_to_product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            }
          },
          "position": 5,
          "period": "daily",
          "date": "2017-05-08"
        }
      },
      {
        "__typename": "BadgeEdge",
        "node": {
          "__typename": "TopPostBadge",
          "id": "5397",
          "post": {
            "__typename": "Post",
            "id": "77534",
            "slug": "now-app",
            "name": "Now.app",
            "product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            },
            "redirect_to_product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            }
          },
          "position": 5,
          "period": "daily",
          "date": "2016-09-28"
        }
      },
      {
        "__typename": "BadgeEdge",
        "node": {
          "__typename": "TopPostBadge",
          "id": "5407345",
          "post": {
            "__typename": "Post",
            "id": "901806",
            "slug": "flags-sdk-by-vercel",
            "name": "Flags SDK by Vercel",
            "product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            },
            "redirect_to_product": {
              "__typename": "Product",
              "id": "435808",
              "slug": "vercel"
            }
          },
          "position": 2,
          "period": "daily",
          "date": "2025-02-23"
        }
      }
    ]
  },
  "employee_size": null,
  "funding_amount": null,
  "was_in_y_combinator": false,
  "posts_count": 26,
  "first_post": {
    "__typename": "Post",
    "id": "58051",
    "created_at": "2016-04-06T11:36:42-07:00"
  },
  "discussion_forum": {
    "__typename": "DiscussionForumType",
    "id": "52333",
    "path": "/p/vercel",
    "first_thread": {
      "__typename": "DiscussionForumAssociationTypeConnectionWithCount",
      "edges": [
        {
          "__typename": "DiscussionForumAssociationTypeEdge",
          "node": {
            "__typename": "DiscussionForumAssociationType",
            "id": "753628"
          }
        }
      ]
    }
  },
  "website_url": "https://vercel.com",
  "clean_url": "vercel.com",
  "ios_url": null,
  "android_url": null,
  "github_url": "https://github.com/vercel",
  "page_variant": {
    "__typename": "ProductPageVariantDefault"
  },
  "alternatives": {
    "__typename": "ProductAlternativeConnection",
    "edges": [
      {
        "__typename": "ProductAlternativeEdge",
        "node": {
          "__typename": "ProductAlternative",
          "id": "113019",
          "product": {
            "__typename": "Product",
            "id": "113019",
            "slug": "cloudflare-pages",
            "name": "Cloudflare Pages",
            "tagline": "Build Fast Sites. In Record Time.",
            "reviews_rating": 5,
            "reviews_count": 19,
            "logo_uuid": "7e4a4980-2139-420d-b490-62c9fe9a9270.png",
            "is_no_longer_online": false,
            "categories": [
              {
                "__typename": "ProductCategory",
                "id": "73",
                "name": "Website builders",
                "slug": "website-builders",
                "path": "/categories/website-builders"
              },
              {
                "__typename": "ProductCategory",
                "id": "78",
                "name": "Web hosting services",
                "slug": "web-hosting",
                "path": "/categories/web-hosting"
              },
              {
                "__typename": "ProductCategory",
                "id": "81",
                "name": "Static site generators",
                "slug": "static-site-generators",
                "path": "/categories/static-site-generators"
              }
            ]
          }
        }
      },
      {
        "__typename": "ProductAlternativeEdge",
        "node": {
          "__typename": "ProductAlternative",
          "id": "113499",
          "product": {
            "__typename": "Product",
            "id": "113499",
            "slug": "netlify",
            "name": "Netlify",
            "tagline": "The platform for shipping web apps fast",
            "reviews_rating": 4.96,
            "reviews_count": 48,
            "logo_uuid": "76ab59d2-551c-4775-a162-f8490956d66f.png",
            "is_no_longer_online": false,
            "categories": [
              {
                "__typename": "ProductCategory",
                "id": "78",
                "name": "Web hosting services",
                "slug": "web-hosting",
                "path": "/categories/web-hosting"
              },
              {
                "__typename": "ProductCategory",
                "id": "88",
                "name": "AI Coding Agents",
                "slug": "ai-coding-agents",
                "path": "/categories/ai-coding-agents"
              },
              {
                "__typename": "ProductCategory",
                "id": "1226",
                "name": "Cloud Computing Platforms",
                "slug": "cloud-computing-platforms",
                "path": "/categories/cloud-computing-platforms"
              }
            ]
          }
        }
      },
      {
        "__typename": "ProductAlternativeEdge",
        "node": {
          "__typename": "ProductAlternative",
          "id": "106304",
          "product": {
            "__typename": "Product",
            "id": "106304",
            "slug": "render",
            "name": "Render",
            "tagline": "Build, deploy, and scale your apps with unparalleled ease",
            "reviews_rating": 4.97,
            "reviews_count": 67,
            "logo_uuid": "c5755a02-777d-4baf-a7d0-c5654511ef36.png",
            "is_no_longer_online": false,
            "categories": [
              {
                "__typename": "ProductCategory",
                "id": "73",
                "name": "Website builders",
                "slug": "website-builders",
                "path": "/categories/website-builders"
              },
              {
                "__typename": "ProductCategory",
                "id": "1090",
                "name": "Databases and backend frameworks",
                "slug": "databases-and-backend",
                "path": "/categories/databases-and-backend"
              },
              {
                "__typename": "ProductCategory",
                "id": "1226",
                "name": "Cloud Computing Platforms",
                "slug": "cloud-computing-platforms",
                "path": "/categories/cloud-computing-platforms"
              }
            ]
          }
        }
      },
      {
        "__typename": "ProductAlternativeEdge",
        "node": {
          "__typename": "ProductAlternative",
          "id": "543137",
          "product": {
            "__typename": "Product",
            "id": "543137",
            "slug": "zeabur",
            "name": "Zeabur",
            "tagline": "Deploy painlessly and scale infinitely with just one click",
            "reviews_rating": 4.67,
            "reviews_count": 12,
            "logo_uuid": "f3cf372c-812d-437b-89f4-8eceaeb45074.png",
            "is_no_longer_online": false,
            "categories": [
              {
                "__typename": "ProductCategory",
                "id": "72",
                "name": "Engineering & Development",
                "slug": "engineering-development",
                "path": "/categories/engineering-development"
              },
              {
                "__typename": "ProductCategory",
                "id": "78",
                "name": "Web hosting services",
                "slug": "web-hosting",
                "path": "/categories/web-hosting"
              },
              {
                "__typename": "ProductCategory",
                "id": "205",
                "name": "Platforms",
                "slug": "platforms",
                "path": "/categories/platforms"
              },
              {
                "__typename": "ProductCategory",
                "id": "1226",
                "name": "Cloud Computing Platforms",
                "slug": "cloud-computing-platforms",
                "path": "/categories/cloud-computing-platforms"
              }
            ]
          }
        }
      },
      {
        "__typename": "ProductAlternativeEdge",
        "node": {
          "__typename": "ProductAlternative",
          "id": "476053",
          "product": {
            "__typename": "Product",
            "id": "476053",
            "slug": "flightcontrol",
            "name": "Flightcontrol",
            "tagline": "Developer-first AWS Infrastructure",
            "reviews_rating": 4.91,
            "reviews_count": 11,
            "logo_uuid": "450f63b2-68bf-4035-a56f-2fb799e3040c.jpeg",
            "is_no_longer_online": false,
            "categories": [
              {
                "__typename": "ProductCategory",
                "id": "78",
                "name": "Web hosting services",
                "slug": "web-hosting",
                "path": "/categories/web-hosting"
              },
              {
                "__typename": "ProductCategory",
                "id": "87",
                "name": "Automation tools",
                "slug": "automation",
                "path": "/categories/automation"
              },
              {
                "__typename": "ProductCategory",
                "id": "1226",
                "name": "Cloud Computing Platforms",
                "slug": "cloud-computing-platforms",
                "path": "/categories/cloud-computing-platforms"
              }
            ]
          }
        }
      }
    ],
    "total_count": 50
  },
  "categories": [
    {
      "__typename": "ProductCategory",
      "id": "72",
      "name": "Engineering & Development",
      "slug": "engineering-development",
      "path": "/categories/engineering-development"
    }
  ],
  "logo_uuid": "593ff5e2-9d11-491c-ab63-9e929e894214.jpeg",
  "is_no_longer_online": false,
  "is_maker": false,
  "reviews_rating": 4.96,
  "has_potential_alternatives": true,
  "badges": {
    "__typename": "Connection",
    "total_count": 17
  },
  "posts": {
    "__typename": "PostConnection",
    "total_count": 26
  },
  "customers": {
    "__typename": "DetailedReviewConnection",
    "total_count": 731
  },
  "authored_detailed_reviews": {
    "__typename": "DetailedReviewConnection",
    "total_count": 10
  },
  "categories_count": 8,
  "pro_con_tags": [
    {
      "__typename": "ReviewAiProConTag",
      "id": "1160",
      "name": "fast deployment",
      "type": "Positive",
      "count": 109
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "392",
      "name": "Next.js integration",
      "type": "Positive",
      "count": 57
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "169",
      "name": "developer experience",
      "type": "Positive",
      "count": 40
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "1162",
      "name": "automatic scaling",
      "type": "Positive",
      "count": 19
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "74",
      "name": "user-friendly interface",
      "type": "Positive",
      "count": 18
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "1435",
      "name": "seamless integration",
      "type": "Positive",
      "count": 17
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "25",
      "name": "free tier",
      "type": "Positive",
      "count": 15
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "8128",
      "name": "preview environments",
      "type": "Positive",
      "count": 14
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "8126",
      "name": "Vercel AI SDK",
      "type": "Positive",
      "count": 14
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "8129",
      "name": "automatic deployments",
      "type": "Positive",
      "count": 13
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "8134",
      "name": "CI/CD support",
      "type": "Positive",
      "count": 13
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "1518",
      "name": "global CDN",
      "type": "Positive",
      "count": 11
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "8130",
      "name": "environment variables management",
      "type": "Positive",
      "count": 9
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "2024",
      "name": "Git integration",
      "type": "Positive",
      "count": 9
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "8131",
      "name": "deployment protection",
      "type": "Positive",
      "count": 8
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "1713",
      "name": "pricing",
      "type": "Negative",
      "count": 8
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "8127",
      "name": "edge functions",
      "type": "Positive",
      "count": 4
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "3267",
      "name": "performance",
      "type": "Positive",
      "count": 4
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "8132",
      "name": "UI dependencies",
      "type": "Negative",
      "count": 4
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "8133",
      "name": "easy domain management",
      "type": "Positive",
      "count": 3
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "8135",
      "name": "image optimization",
      "type": "Positive",
      "count": 3
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "576",
      "name": "reliable hosting",
      "type": "Positive",
      "count": 3
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "3601",
      "name": "onboarding process",
      "type": "Negative",
      "count": 2
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "226",
      "name": "scalability",
      "type": "Positive",
      "count": 2
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "41056",
      "name": "cheap price",
      "type": "Positive",
      "count": 1
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "1023",
      "name": "free tier",
      "type": "Negative",
      "count": 1
    },
    {
      "__typename": "ReviewAiProConTag",
      "id": "656",
      "name": "pricing",
      "type": "Positive",
      "count": 1
    }
  ],
  "detailed_review": null,
  "url": "https://www.producthunt.com/products/vercel",
  "is_subscribed": false,
  "addons_count": 45,
  "review_questions": [
    {
      "__typename": "ReviewQuestion",
      "id": "342440",
      "category": "CI/CD",
      "question": "How seamless is the Git-based automatic deployment workflow?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342441",
      "category": "Previews",
      "question": "Do preview environments match production behavior reliably?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342442",
      "category": "Performance",
      "question": "How well does Next.js ISR and SSR perform at scale?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342443",
      "category": "Performance",
      "question": "Any cold start issues with Serverless or Edge Functions?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342444",
      "category": "Pricing",
      "question": "How predictable is pricing under bursty or spiky traffic?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342445",
      "category": "Limits",
      "question": "What limits exist on build minutes and concurrent builds?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342446",
      "category": "DevEx",
      "question": "How easy is environment variables management across environments?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342447",
      "category": "Global CDN",
      "question": "Does the global CDN improve latency for your target regions?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342448",
      "category": "Observability",
      "question": "How robust is logging, tracing, and real-time observability?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342449",
      "category": "Reliability",
      "question": "Are rollbacks fast and reliable after failed deploys?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342450",
      "category": "Routing",
      "question": "How flexible is routing, rewrites, and redirects configuration?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342451",
      "category": "Adoption Risk",
      "question": "Any vendor lock-in risks with Next.js-specific features?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342452",
      "category": "Framework Support",
      "question": "How good is compatibility with non-Next.js frameworks?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342453",
      "category": "Edge Compute",
      "question": "Do Edge Functions meet your compute and memory needs?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342454",
      "category": "Security",
      "question": "How effective are WAF, bot protection, and rate limiting?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342455",
      "category": "Domains",
      "question": "Is domain search, DNS, and SSL setup truly one-click?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342456",
      "category": "AI Integration",
      "question": "How does the AI SDK integrate with your model providers?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342457",
      "category": "AI Cost",
      "question": "Is the AI Gateway cost-effective versus direct provider calls?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342458",
      "category": "Team Management",
      "question": "How straightforward is team access control and permissions?"
    },
    {
      "__typename": "ReviewQuestion",
      "id": "342459",
      "category": "Free Tier",
      "question": "Does the free tier cover your development and testing needs?"
    }
  ],
  "is_muted": false
}
]

The scraper returns comprehensive product data with each field providing specific intelligence value:

• ID: Unique Product Hunt identifier. Critical for tracking products over time and linking to related data.

• Name: Official product name. Essential for identification and research.

• Tagline: Product's tagline or positioning statement. Reveals value proposition and messaging strategy.

• Description: Full product description. Provides detailed understanding of features, use cases, and positioning.

• Reviews Count: Total number of reviews received. Indicates community engagement and product maturity.

• Followers Count: Number of followers tracking the product. Measures interest level and potential market size.

• Reviews Rating: Average review score. Critical quality signal for assessing product-market fit.

• Is Top Product: Boolean indicating if product achieved top ranking. Identifies successful launches with strong community validation.

• Founder Detailed Reviews Count: Reviews from verified founders. Provides peer validation from credible sources.

• First Launch: Date of initial Product Hunt launch. Enables timeline analysis and age-based segmentation.

• Latest Launch: Most recent launch date. Tracks relaunch strategies and major updates.

• Upcoming Launch: Information about scheduled future launches. Identifies upcoming competitors or partnership opportunities.

• Golden Kitty Badges: Product Hunt's annual awards. Prestigious recognition indicating top-tier products.

• Orbit Award Badges: Community-selected awards. Additional validation signals for product quality.

• Awards: Complete list of Product Hunt awards received. Comprehensive achievement tracking for competitive analysis.

• Posts Count: Number of Product Hunt posts/launches. Reveals marketing cadence and relaunch strategies.

• First Post: Details of the initial launch post. Historical context for product evolution.

• Slug: URL-friendly product identifier. Used for constructing URLs and data integration.

• Website URL: Official product website. Direct access to product for further research.

• Clean URL: Normalized website URL. Standardized link for data consistency.

• iOS URL: App Store link if applicable. Indicates mobile presence and enables app analytics.

• Android URL: Google Play link if applicable. Mobile platform coverage indicator.

• GitHub URL: Open source repository if available. Signals transparency and developer community engagement.

• Twitter URL, Facebook URL, Instagram URL, LinkedIn URL, AngelList URL, Threads URL, Medium URL: Social media presence. Enables social signal analysis and multi-platform reach assessment.

• Employee Size: Company size indicator. Important for segmenting startups by scale and resource level.

• Funding Amount: Raised capital if disclosed. Critical for investment analysis and competitive benchmarking.

• Was In Y Combinator: YC participation indicator. Prestigious accelerator signal indicating quality and connections.

• Discussion Forum: Community discussion links. Access to qualitative feedback and user sentiment.

• Categories: Product category classifications. Essential for market segmentation and competitive set definition.

• Categories Count: Number of categories assigned. Indicates product breadth or niche focus.

• Alternatives: Listed alternative products. Direct competitive intelligence on perceived competitors.

• Has Potential Alternatives: Boolean for alternative suggestions. Signals competitive landscape density.

• Customers: Notable customer listings. Social proof and target market indicators.

• Pro/Con Tags: Crowdsourced product attributes. Quick assessment of strengths and weaknesses.

• Detailed Review: In-depth review content. Qualitative insights for product analysis.

• Authored Detailed Reviews: Reviews written by product team. Founder perspective and positioning insights.

• Review Questions: Community Q&A content. Common questions revealing user concerns and interests.

• Badges: Achievement badges earned. Gamification metrics and engagement signals.

• Is Top Product: Top ranking achievement. Launch success indicator.

• Is Maker: Indicates if viewer is product maker. Contextual metadata.

• Is No Longer Online: Product shutdown indicator. Tracks product lifecycle and failures.

• Logo UUID: Product logo identifier. Visual asset reference.

• Page Variant: Page configuration type. Technical metadata.

• Addons Count: Number of product extensions. Ecosystem breadth indicator.

• Is Subscribed, Is Muted: User-specific flags. Personal tracking states.

• URL: Full Product Hunt URL. Reference link for verification.

Each field enables competitive intelligence, investment due diligence, market trend analysis, and startup discovery workflows.

Usage Guide

Setting Up Product Extraction

Step 1: Identify Target Products

Navigate Product Hunt to find products of interest:

• Trending products in specific categories
• Competitor products for analysis
• Portfolio companies for monitoring
• Award-winning products for benchmarking

Copy complete URLs from product profile pages.

Step 2: Build URL List

Add URLs individually or in bulk:

• Competitive set analysis: all direct competitors
• Category research: top products in specific verticals
• Investment pipeline: products matching investment thesis
• Trend analysis: recent successful launches

Step 3: Configure Error Handling

Enable ignore_url_failures for large batches to ensure individual failures don't stop extraction. Particularly important when tracking products that may have been removed or renamed.

Best Practices

URL Collection:

• Verify URLs point to product pages, not launch posts
• Check products are still active before bulk extraction
• Organize URLs by category or research objective
• Maintain backup lists as products may be removed

Data Applications:

Competitive Intelligence:

• Track competitor launches and updates
• Analyze review ratings and sentiment
• Monitor social media growth and engagement
• Identify feature gaps through pro/con tags

Investment Research:

• Screen for Y Combinator or funded startups
• Assess market traction through followers and reviews
• Identify emerging categories via trending products
• Track portfolio company performance

Market Analysis:

• Map product landscapes by category
• Identify successful positioning strategies via taglines
• Track funding patterns in specific verticals
• Analyze launch timing and relaunch strategies

Partnership Development:

• Find complementary products via alternatives data
• Identify integration opportunities
• Assess company scale through employee size
• Evaluate market presence via awards and rankings

Common Use Cases

VC Due Diligence: Extract funding, employee size, YC status, review ratings, and social signals to assess startups before investment decisions.

Startup Competitive Analysis: Monitor competitor launches, feature updates, pricing changes, and community reception to inform product strategy.

Market Trend Research: Analyze category distributions, award patterns, launch frequencies, and emerging products to identify market opportunities.

Business Development: Identify potential partners, integration targets, or acquisition candidates based on category, size, and traction metrics.

Benefits and Applications

Time Savings: Automate hours of manual data collection into minutes of automated extraction, enabling focus on analysis rather than data gathering.

Competitive Advantages:

• Comprehensive product intelligence unavailable through basic browsing
• Structured data enabling quantitative analysis and trend identification
• Historical launch data for timeline analysis
• Social proof metrics for market validation assessment
• Funding and company size data for segmentation

Primary Applications:

Investment Intelligence: Screen deal flow, track portfolio companies, identify emerging categories, assess market traction, and benchmark against competitors.

Product Strategy: Analyze competitive features, monitor launch strategies, track pricing evolution, identify market gaps, and understand positioning approaches.

Market Research: Map product landscapes, identify trends, analyze success patterns, track category evolution, and discover emerging opportunities.

Business Development: Find partnership candidates, identify integration opportunities, discover acquisition targets, and assess market positioning.

The structured output integrates with analytical tools, CRM systems, investment databases, and business intelligence platforms for immediate activation in research, strategy, and decision-making workflows.

Conclusion

The Product Hunt Product Details Scraper transforms manual product research into efficient automated intelligence gathering. By providing structured access to comprehensive launch data, community signals, and company metrics, it empowers data-driven decisions in competitive analysis, investment research, and market strategy.

Whether tracking competitors, screening investments, analyzing market trends, or identifying partnership opportunities, this scraper provides the systematic extraction capabilities needed to accelerate startup intelligence gathering.

Ready to unlock Product Hunt insights? Start extracting comprehensive product data today and transform your startup intelligence capabilities.

Your feedback

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