... Want to create tag and attribute driven playlists? I built a file meta organizer program for organizing images, music, and video and creating playlists. It works by saving tags and attributes

... Product Hunters, Most e-commerce spy tools on the market stop at the surface. They show you which ads a competitor is running or estimate their monthly traffic. They tell you what your competitors

... many found they were invisible. But here's what scared me more: Of those who WERE visible, 43% had incorrect information in AI answers. Not "suboptimal." Not "could be better." Wrong. Outdated pricing. Missing features. Wrong founder bios. Competitors credited for your work. And the average error sticks around for 4 6 months . Today, I'm sharing the full dataset: 1,000+ SaaS products, 75,000+ AI answers, and the hard truth about what's being said about you when ... ... analyzed 50 brands that discovered errors and tracked the impact. Error Type Average Revenue Impact Pricing error (higher than actual) 47,000 Pricing error (lower than actual) 23,000 (leakage) Missing critical feature 38,000 Wrong positioning (enterprise vs

... plays a significant role in how products appear in Google search results. What surprised us was that AI assistants like ChatGPT were rarely citing Product Hunt in product recommendations. AI assistants such as ChatGPT and Gemini rely on reviews, alternative lists, and structured product information gathered across the web. Product Hunt is strong across all three. In theory, this should make Product Hunt a natural source for AI-driven product recommendations and comparisons. In practice, it was not happening ... ... many tools which systematically run prompts against several AI models daily, and measure visibility of a product within prompts. We're using a new tool called @Gauge . We chose because a) their citation tracking is more useful than the alternatives

... real production projects , what do you usually do? Use one big library (GSAP / custom timelines) Combine multiple small libraries (AOS + counter + custom JS) Copy-paste snippets from older projects Avoid animations completely Something else? MotionFlow is built around a single attribute-based system that handles: Scroll animations Parallax Counters Text effects Tickers All without writing custom JS per effect. Would love to hear: What s your current stack? What feels painful today? What would make motion easier for you? Drop ...

... This eliminates the need for manual schema definitions and migrations. Advanced Relations : The system detects relationships between entities (e.g., foreign keys) based on field names and automatically sets up the appropriate database constraints. Built-in Policies : Implement role-based and attribute-based access control policies without the need for additional configuration. Admin Interface : A modern React-based admin panel allows you to manage your data, view logs, and configure policies. Docker-Ready Deployment : Phantom API is containerized and ready ...

... detailed surveys or forms with sliders and ratings, you can now just share a link. People write whatever they want in plain text (or even speak it), and Backsy uses AI to analyze it assigning scores to predefined product attributes like UX, Pricing, Features, etc. You also get new attribute