... GEOScore, we've noticed a lot of discussion lately about how difficult it s becoming to decode why certain pages dominate search results while others, which seem just as good, get buried.   We built the Competitors feature in GEOScore specifically to take the guesswork out of that process, changing how you approach competitor

... PropFlow is a VS Code extension that helps React developers understand prop flow through component hierarchies. THE PROBLEM Debugging prop drilling is painful. You search for a prop name, get 47 results, and spend 20 minutes manually tracing through components. THE SOLUTION Hover over any prop see its complete journey from source to usage in 2 seconds. KEY FEATURES - Instant prop tracing with visual flowcharts - Click-to-navigate between components - Real-time updates as you edit - Works with TypeScript ... ... JavaScript - Completely free & open source PERFECT FOR - Debugging prop issues - Understanding new codebases - Refactoring with confidence - Learning React data flow Built for developers. Install PropFlow from VS

... Product Hunt community! I m currently in the process of finalizing the offer strategy for a new product, and I need your input. Specifically, I m torn between offering a trial period versus a refund policy for customers. I d love to hear your thoughts on both options. Trial Period Pros : Low barrier to entry for new users. Allows customers to test out the product before making a commitment. Builds trust and encourages engagement. Cons : Add noises for conversion. Refund ...

... Performance can degrade as pages grow larger and more complex. And critically, the usefulness of a page often depends on the behavior of a community rather than on intentional editorial structure. Qeeebo takes a different path. A Static, Structured Alternative Qeeebo is built as a structured library of questions and answers rather than a collection of ongoing discussions. Each page is designed to deliver a clear answer quickly, without requiring users to scroll through debates, comments, or tangential replies. Instead ... ... changing threads, Qeeebo uses static pages generated ahead of time. These pages are organized around individual questions, grouped by topic, and delivered through a global content delivery network. This architectural choice influences nearly every aspect of the platform. Qeeebo vs

... just launched today! This is my first time launching on Product Hunt, and I'm super excited (and a bit nervous ). I'm working remotely from Japan, which means I'm navigating a pretty challenging timezone gap with PT. We've got about 15 hours left in our launch day, and while I wish I could stay awake for all 24 hours, I'm about to take a quick nap to recharge. We managed to ship Giselle just in time ... ... architecture in general Comment from Syed Hassan(@syed_hassan9): Congrats on the launch, Shige shipping right before the year ends is always intense.Respect for handling the timezone gap too. Launch days already drain you, doing it across PT

... tested them all building the same "Todo" app from scratch using identical prompts, requirements, and a stopwatch. The goal: Which AI tool actually delivers production-ready output, not just pretty demos? Watch the full head-to-heads: JustCopy.ai vs Base44: https://youtu.be/c79HJaWz6Y8 JustCopy.ai vs

... Netflix uses for recommendations). Here's the flow: USER FEEDBACK LOOP Write AI Suggests Accept/Deny/Retry System Learns Model Stats DB Model A: 85% Success rates Model B: 72% Model C: 91% Use this one! Thompson Sampling Algorithm Balances exploration vs exploitation Try new models Use proven models (10% of time) (90% of time) What's Thompson Sampling? Think of it like this: The Casino Analogy: You walk into a casino with 5 slot machines. Some pay out more than others ... ... emails Mistral is fastest for quick edits Week 3: Sarah just writes SourcePilot automatically uses GPT-4 for blog posts Switches to Claude when she's writing emails Uses Mistral for quick grammar checks Sarah's accept rate: 91% (vs

... time updates on app downloads and revenue Real-time ranking and position changes across all app categories In-depth analysis of top market apps with similar app recommendations Advanced Search Multi-tag and multi-dimensional filtering to identify benchmark competitors Discover emerging niche markets and uncover growth & investment opportunities Competitor

... just about content creation it s about automating strategy and scale. New Premium Workflows Unlocked Premium users now get access to three powerful, time-saving engines: 1. URL to Campaign Strategy Automate Market Differentiation. Stop wasting hours on manual competitor research. How it works: Enter any competitor

... confirm whether this issue affects all x64 environments or only certain setups. I don t have an x64 machine on hand, so your feedback is very helpful. The root cause: our package shipped with the arm64 build of node-pty by default. On x64, node-pty

... been working on improving LiDAR annotation workflows for autonomous driving, robotics, and 3D mapping and we d love to hear from others doing the same. At AI Taggers Pty Ltd, we ve seen how multilingual teams and better labeling tools can really speed up 3D data processing while keeping accuracy high. How are you currently handling LiDAR annotation challenges like occlusion, class consistency, or tool limitations? Let s share insights and ideas to make 3D labeling more efficient for everyone ...

... Launching Tight Studio Starter plan, a much more powerful Screen Studio alternative at only $5 per month (and $3.75 per month if you subscribe yearly). If you missed it: we recently won Product of the Day on Product Hunt - people love it as the modern, AI-native alternative

... from Paul Tseluyko(@paultseluyko): @minach  adoption of Cursor is just so huge and I don't understand why Cluade Code is a killer Comment from Paul Tseluyko(@paultseluyko): I actually prefer Claude code or GPT Copilot extension for VSCode more than Cursor. I don't understand the hype around Cursor, why is it better than just having an extension? Comment from Raf Vantongerloo(@rafvantongerloo): @minach  Thanks, I think most vibe coders are using approximately the same tools ... ... them "for free" for a year with a Lenny's Newsletter subscription. That's why. Lol Comment from Raf Vantongerloo(@rafvantongerloo): I use @Lovable a lot to create websites, then @Replit to make Chrome Extension, but I use @VS

... rush it. Launch when people can use something, even a rough beta. A landing page alone won t create excitement. 2 Timing matters more than you think. Product Hunt runs on Pacific Time. Launch at 12:01 AM PT so you get the full 24 hours. Early momentum makes all the difference. 3 Warm up beforehand. Spend a few weeks commenting, supporting other makers, and getting familiar with the community. People remember genuine faces. 4 You don t need ... ... from Lucky Sibanda (GraceLitRev)(@gracelitrev): Thank you for the insights. I also noted that there is no need to rush. I joined 3 days back and wanted to launch on the same date and read about 12:01 AM PT

... According to the 2025 @Stack Overflow Developer Survey (49,000+ participants), @VS Code and @Visual Studio remain the most used dev environments, despite the rise of subscription-based, AI-enabled code editors @Cursor  and  @Windsurf  among others. Both maintain their top spots relying on extensions as optional, paid AI services like @Github Copilot and @Kilo Code . Curious which IDE the Product Hunt community uses the most? Comment from fmerian(@fmerian): absolutely! for the record, 10% of respondents ... ... mentioned @Xcode as their most used IDE according to the 2025 @Stack Overflow Developer Survey ( link ). Comment from fmerian(@fmerian): @mikekerzhner  great combo! Comment from Sanskar Yadav(@sanskarix): VS

... brand mentions across these models in real time, analyses sentiment and provides prompts showing how and where the brand is being referenced. It also sends real time alerts when a brand is cited by an AI model and offers competitor monitoring to identify positioning gaps. Thirdeye as one of the most-advanced AI analytics and recommendation platform that helps brands get discovered not just on Google but inside ChatGPT, Claude, Gemini and Perplexity, emphasising that if you aren t cited ... ... platforms such as ChatGPT, Claude and Gemini are becoming the new homepage for information, so brands must optimise for visibility across these models. This shift is supported by wider industry data: according to Nowspeed s guide on AEO vs

... Hello! AI has brought the joy back! I've been twiddling my thumbs for a few years ( https://ptb.io ) but I'm stoked to be back building software, companies and value!! fatFIRE'd for a few years, got bored, back at it. Haven't yet formally launched but working on https://already.dev -- find out in minutes who every one of your competitors

... Most companies confuse AI Agents with Agentic AI, and it s quietly wrecking ROI. We break down: What Agentic AI really is 7 key differences vs. traditional AI agents When to choose one over the other Real-world enterprise use cases (from retail to manufacturing) Cost traps to avoid A practical decision framework for AI adoption If you're building with AI or advising enterprise clients, this guide will help you avoid common pitfalls like: Overbuilding agentic systems for simple ...

... several years I have used a utility I built to give me an alternative to the Start menu. I have always preferred being able to right click anywhere on the desktop and have my custom menu options right there. And I don't mean a customized desktop menu on right click, but a completely custom menu, just the programs I want, nothing else. Sometimes I still need the default desktop menu, so if <SHIFT> or <CTRL ...

... first impression of the actual device was that the plastic finish felt a little underwhelming, especially if you re used to the polish of Apple or Nothing devices. This made me want to hide the device vs show it off. That s really the only complaint. The weight and comfort is fine and it was actually light enough that I often forgot that I was wearing it. Aside from the plastic casing, the status light shines through ... ... actionables (like this review!), it truly did add to my life. It also didn t hallucinate, like at all. So while the context focus could be better, the details and information it provided was pleasantly accurate. Comparisons & Alternatives

... writing them into proper code. One of my colleagues suggested trying @Cursor . We used it for some time and I must say, it s one of the best AI-powered code editors. Personally, I feel it is better than VS Code with GitHub Copilot. I was amazed at how Cursor shows the changes with clear highlights and even takes approval before applying them. Because of this, we could actually understand what the AI was modifying. Of course, every tool ... ... cursor with Claude Sonnet 4, and it's really good compared to other models. But I am hitting the rate limit frequently and can't use it anymore. I cancelled my subscription with Cursor and am looking for alternatives

... serious AML compliance issues has thrown many businesses into uncertainty. Companies depending on Intergiro now face frozen accounts, blocked payments, and disrupted fintech integrations. I ve been following discussions and noticed many businesses are actively switching or exploring fintech alternatives. Here s a quick list of reliable providers mentioned frequently: @Wise Great for international transfers, transparent fees, reliable compliance. @Spendbase Quick onboarding, strong compliance record, forever-free virtual cards, and they offer immediate migration support. @revolut Business Widely trusted, seamless ...

... desk. Work From Anywhere, Online or Offline Even without a connection, users can track time offline and sync data later. This has been especially helpful for teams in the field or those working across different time zones. Smoother PTO Management Need to request a day off while you're away from your desk? No problem. The mobile app allows for easy PTO

... recently spent a month vibe-coding a web app that turns any recipe into a detailed nutrition label. My entire workflow was a loop of prompting Gemini, pasting the code into VS Code, fixing what broke, and repeating that x1000 times. I know about tools like Cursor & Replit, but I stuck with this manual setup since I'm more comfortable with it. No idea if it s the right way, but I just ran with it and got this ...

... build mobile apps. Soon hitting 50 new signups daily. All these signups came with massive LLM costs. Starting with just ~$4K, we burned through 30% of our budget in the first week with only $260 MRR. Our well-funded competitors offered 5 free code gen requests daily (30/month), while we provided just 1 request/user lifetime. Talked to users, they wanted to explore platform for free but even with our minimal free tier, costs were eating up our savings. Traffic kept ... ... blogs. We approached VCs but got no replies. We pivoted to a paid-only model after burning 60% of our funds. Still getting ~50 daily signups from our @daily.dev blog, but users expected the same free plans as competitors