... 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

... more creative deals Someone without those words keeps making the same offer in different packages 3. How you evaluate trade-offs Rich vocabulary = you can hold multiple competing values simultaneously Limited vocabulary = you collapse complexity into binary thinking Pragmatism vs idealism. Short-term 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

... 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 Chris Billingham(@chris_billingham_uk): Would love ... ... experience with @JetBrains IDEs? would love to have your input in this related thread Comment from fmerian(@fmerian): @1001binary  ooc have you experimented with AI code editors like @Cursor or @Claude Code ? do you use AI plugins with @VS

... indie hacker forums, and startup graveyards you'll never find manually. What we built: An AI that acts like 100 researchers working in parallel. Give us your idea in plain English, and in 4 minutes we'll surface: Direct competitors (obvious ones) Indirect threats (the not-so-obvious ones) Failed startups in your space (learn from their mistakes) The ACTUAL keywords your customers use (spoiler: it's not what you think) The kicker: Your first 3 reports are completely free ... ... card required. One founder told us: "I discovered 12 competitors

... 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

... Public launch directly on Product Hunt vs going on Product Hunt a bit later. I am looking to compare and learn from experiences of others. PH launch is a must - so question is only about the timing. To me, launching directly on PH looks good as it's a very good community and the feedbacks can really help sharpen your product roadmap. I haven't yet launched on PH but planning to launch directly as a public launch. Looking ...

... /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 Mike Ivars(@ivarsmas): launching.today or peerlist.io have worked pretty well for me, but there are others like: news.ycombinator.com, sideprojectors.com, pitchwall.co, indiehackers.com .. Comment from Fabian Maume(@fabian_maume): @ivarsmas did you got good results from indiehackers? Comment from LakshikaG.(@lakshikag): You might want ... ... thiyagarajan27): We have go-publicly.com Comment from Mike Ivars(@ivarsmas): @fabian_maume Maybe lately I'he been getting less results than I used to have before.. 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