... clearly dropped. But the more I use these tools, the more it feels like speed isn t the limiting factor anymore. The real constraint seems to be taste. what do you choose to build? what do you keep vs discard? what actually feels right vs

... Rankfender , we've identified clear patterns. Certain content types get cited 3x more often than others. Here are the 7 content types that win AI citations with real examples you can steal. First, the data: Content Type Citation Rate (vs. average) Best For Comparison pages 3.2x higher "X vs

... hurt early-stage founders. When you are in the early stage, you already doubt yourself enough. You are building, fixing, testing, trying to get users, trying to stay alive. Then you open LinkedIn, X, or founder communities and see competitors posting MRR screenshots, traffic spikes, and growth wins nonstop. And if you do not have built-in credibility, it hits even harder. You are not ex-Google. You are not YC-backed. You do not already have a huge audience ... ... sometimes the answer is no. Sometimes your product is actually better. Sometimes your users are happier. Sometimes your direction is stronger. But the other company is just better at turning random things into a growth story. We saw a competitor

... 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

... 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

... 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 Vadim(@vadim_sh): Vscode

... know that. I wasn t a regular user myself, but I did test the app about a year ago. From what I m seeing in the comments, long-time users are understandably panicking. There are plenty of alternatives out there, but it seems like people are struggling to find something they can easily switch to. So I m curious - how did you use Pocket? And have you found a replacement that actually works for you? I wrote an article about ... ... collaborative alternative

... /month No ads on redirects Full analytics dashboard Geo & device tracking Referrer & IP activity logs Block up to 100 IPs Safe redirect with token Bot filter (shows CAPTCHA to bots) 6 Why choose shlnk.in ? Save 70 80% vscompetitors See detailed analytics others hide Tools for creators and coders Hosted securely and reliably 7 TL;DR shlnk.in = Bitly killer for pros Link shortening, analytics, security simplified & supercharged. Give it a try today: https://shlnk.in I d love ...

... preparing an update to my article about the top alternatives to Product Hunt: https://www.tetriz.io/blog/top-4... So far I have been covering MicroLaunch, Fazier, BetaList & AppSumo. Which other platform do you think deserves to be mentioned? Comment from LakshikaG.(@lakshikag): You might want to check out ItsLaunched.com as well. It s a new platform focused on quality over quantity, featuring only 10 products per day and a fair, community-driven voting system. It s still in beta ... ... maume): @ivarsmas did you got good results from indiehackers? Comment from Sathish(@stbuilds): We have go-publicly.com Comment from Paolo Go(@access24): I would also mention Uneed.best Comment from Fabian Maume(@fabian_maume): @dzts aside of Betalist and Appsumo, most alternative

... days back I was checking my mail and saw the one I didn't expect as someone had just given my dumped vscode theme a cheerful review claiming that its one of his top 5, excited and cheered as he perhaps, I opened my vscode