🚀 Hidden SaaS Goldmine: 12,000+ Market-Validated Ideas & 🤖 AI Insights

Struggling to Find a Winning SaaS Idea?

We analyzed 12,000+ real-world failures and problems so you don’t have to. Discover validated but failed Product Hunt projects and real SaaS needs from Reddit to build your next successful product.

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📦 What's Inside?

1️⃣ Dead Product Hunt Products with AI Analysis

• 7,000+ Product Hunt projects with 100+ upvotes that are now inactive
• AI-generated insights on why they failed
• Potential improvements to revive or pivot these ideas
• Includes comments, topics, and full metadata

2️⃣ Real Reddit SaaS Problems & Ideas

• 5,000+ real-world software problems sourced from Reddit
• Categorized by industry, problem type, and software need
• Direct links to discussions for deeper understanding
• A goldmine for discovering pain points that need solving

📂 All files are available in CSV, Parquet, and JSON formats

📩 Delivery: After purchase, files will be sent to your email. You will also be automatically redirected to the download page within 20 seconds or can click "Return to Merchant" after payment.

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🤔 Why This Data is Valuable?

✅ Market-validated ideas that people cared about but failed due to fixable reasons
✅ Real-life SaaS needs based on actual user frustrations
✅ Data-backed decisions for your next startup or feature launch
✅ Save time & research – everything is structured and analyzed for you

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🛠 Sample Data Format

Dead Product Hunt Product Schema

{
        "id": 385812,
        "name": "Statistok",
        "tagline": "#1 analytics platform for your TikTok",
        "description": "Statistok offers in-depth analytics on Tiktok to help you develop & execute successful TikTok strategies to grow your account.",
        "url": "https://www.producthunt.com/posts/statistok-2",
        "website": "https://statistok.com",
        "topics": [
            "Social Media",
            "Analytics",
            "Marketing"
        ],
        "status": "dead",
        "comments": [
            "[@mogabr] - @nikhilgautam95 congrats on the launch! Any worries that this will be affected by US Congress’s desire to ban TikTok in the US?",
            "[@jorexnovik] - @nikhilgautam95 Wow, this sounds like a really useful tool for TikTok analysis! Can you explain more about how Statistok differs from other similar tools in the market?",
            "[@jorexnovik] - @nikhilgautam95 Tiktok earnings and spy on my competitors like a true ninja. Thanks for the launch promo, Nikhil!",
            "[@nikhilgautam95] - @carter_wang Hi Carter, sure. Please go ahead. :)",
            "[@richw] - congrats on the launch",
            "[@nikhilgautam95] - @richw Thanks for the support! :)",
            "[@adarsh_salesrobot] - Congrats Nikhil on your launch",
        ],
        "reason_for_failure": [
            "Over-reliance on TikTok's API, which could lead to data access limitations or discontinuation of service if TikTok changes its policies.",
            "High competition in the social media analytics space, making it difficult to differentiate from established tools like Hootsuite, Sprout Social, or even TikTok's native analytics.",
            "Potential lack of immediate ROI, as users might not see significant growth in followers or engagement despite using the tool."
        ],
        "possible_improvements": [
            "Expanded analytics capabilities, such as offering more detailed insights into content performance and audience engagement beyond basic metrics.",
            "Enhanced user experience, improving the UI/UX design to make the tool more intuitive and user-friendly.",
        ],
        "num_votes": 234,
        "num_comments": 65,
        "created_utc": 1679794260,
        "created_date": "2023-03-26 01:31:00"
    },

Reddit SaaS Idea Format

{
  "id": "1j0l9e3",
  "title": "Did some changes on content and Google Ranking is falling",
  "text": "I have a local e-commerce and I basically handle all the tech/digital stuff. My background is in paid digital marketing and know enough to handle a WP + WooCommerce and site but I'm not very experienced in SEO. This year I noticed that my site's positioning on Google started to gradually and consistently drop, from 10-12 for most of 2024 to 15-20 from November to January.",
  "subreddit": "SEO",
  "primary_software": "SEO tools",
  "reasoning": "Due to a decline in Google rankings, the user is searching for a software tool to enhance their SEO.",
  "url": "https://www.reddit.com/r/SEO/comments/1j0l9e3/did_some_changes_on_content_and_google_ranking_is/",
  "created_date": "2025-03-01 04:47:07",
  "score": 15,
  "num_comments": 11
}

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📂 Download Sample Files

• Product Hunt Dataset
• Reddit SaaS Dataset

🚀 Get instant access & start building data-driven SaaS today!

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