... from Tony TAN(@tony_tan10086): Jernej's "the reviewable unit is the action plus what it was grounded in" is the whole thing, and I'll add the data-side version of it since I live there. On the analytics side we hit the exact same wall: an agent returns a number, a human "approves" the chart, and both approve it for the same reason it's a good answer to the question. Neither checked whether it was about ... ... Claude Code for most of what I build, and these go through it. The drafts are mine though: my thinking, my call, and nothing goes out that I haven't read line by line. Which is on topic

... year now, previously in other business models online, and over this past year I've dabbled into so much: + 50 articles about app growth, ideas, content saved on my X account + countless YouTube videos watched on the same topics I never ended up pushing anything until recently, which is https://www.getliso.app/ And what I realized is there is no minimum or a "readiness" score EVER with anything I launched on Product Hunt out of spite, with no plan; this should ... ... launch once the core value proposition is obvious and users can experience the "aha" moment without running into major bugs. If the goal is growth, I'd wait until I have a reliable onboarding flow, a landing page, analytics

... from Wesley Breukers(@wesley_breukers): @nolan_vu thank the you! Comment from Wesley Breukers(@wesley_breukers): Building Analyse ( analyse.net ) What: a unified growth platform combining cookieless product analytics, an AI SEO content engine, and a data copilot in one dashboard. It also ships an MCP server so you can pull your live analytics

... already in Slack all day for team comm, there's zero friction. Comment from Sona J(@sona): Slack - communication, also personal notepad Figma - for detailed design work and team handoffs Sivi - for instant marketing design generation PostHog - analytics, session replays, and feature flags in one place Windsurf/Devin - not just for engineers Seems the common thread is no longer tools that help me work, its tools that work alongside me. Comment from Jarmo Friesenborg(@j_f5): my top 5: 1. cursor ... ... videos, generate subtitles and turn them into properly styled captions without spending hours doing everything manually. Without these tools, my workflow would be much slower and probably a lot less creative. Comment from Maali Baali(@maali_baali): Nice discussion topic

... becoming searchable inventory. For founders and creators, the useful insight may not only be which posts get clicks, but which search intents Google associates with their brand or category. That can influence product messaging, landing pages, and even what topics a company should keep owning publicly. I like the connection you made between Search Console data and AI visibility because the next reporting layer probably has to show both: where people discover you in search, and where machines summarize ... ... might need different insights. Comment from Hossein Yazdi(@hosseinyazdi): Interesting update. I think this is another sign that social content and SEO are becoming more connected. Comment from maryam nafees(@maryam_nafees1): This is the missing piece for social analytics

... here: https://agent-island-website.ver... Comment from Danny(@memsoph): @aadilghani  Thanks for the thorough and argumented answer. Obviously you've gone deep in the matter, more than I have ever dreamt of. Or maybe you're more of a developer analytical mind, and I'm more of a poet mind, sort of thing. With the development of my wonderful kid, memsoph.ai, which will launch in a couple of weeks here, I was so excited to go on and on, that ... ... started it just to test my knowledge base for Analyse (since I build it), and now I found out this works perfectly for me. Even tho Analyse itself isn't really build for it, Analyse itself is more a Analytics

... Notion page or Google Doc where you collect ideas genuinely works. The General section is my favorite. But unlike social media, where you often post about whatever is trending right now, here you should focus on evergreen market topics. Subjects that will remain relevant for months or even years, rather than the newest model on the market that may feel completely outdated two months later. Comment from Abdullah Javaid(@abdullah_javaid3): @busmark_w_nika  Your "just by hunting ... ... Elashhab(@new_user___15220260fd153a4893b7802): @alexander_eliot   That's a great example, and I think it highlights something bigger: feedback doesn't have to come from comments it can come from behaviour. Whether it's Product Hunt discussions, Etsy analytics

... create new prediction market platforms. What is Polymarket? Polymarket is a decentralized prediction market platform where users forecast the outcomes of real-world events. Built on blockchain technology, it allows participants to trade shares based on their predictions across topics like politics, sports, finance, and entertainment. Market prices reflect the collective expectations of users, creating real-time probability expert opinion.  Why Invest in Prediction Market Platform Development? As the DeFi and blockchain continue to improve, so too do prediction ... ... consequently the level of trust in a prediction market, thereby attracting more users and keeping them longer. In addition, prediction markets furnish companies with our insights through sentiment analysis, trend analysis, and risk assessment. Companies can leverage this analytics

... instead of adding them. Every founder instinct says "add more." But every feature I cut made the product clearer and the message sharper. Subtraction was harder and more valuable than addition. 2. Talking to users on WhatsApp, not through analytics. Dashboards tell you what happened. A voice note from a real user tells you why . My best product decisions came from messy conversations, not clean charts. 3. Betting on the opposite of the trend. Everyone in my space is building ... ... fully in-person, which was definitely the right way to kick off. Good decision. I haven't learned to say "no" yet... deciding what not to do is often the hardest. _ One of my favourite metaphors on this topic

... have yet more work to do, it seems. Comment from Orkhan Ilyas (@orkhan_ilyas): @memsoph  This is a long discussion topic. First, you need to understand where your traffic comes from: do visitors understand the purpose of this tool, or did they just land on the site by accident and leave? You can determine this with analytics

... about the messy meeting workflow, not "here is another scheduling tool": the invite is in the calendar, the agenda is in a doc, notes are somewhere else, and follow-ups live in someone's head. That is a useful topic on its own, so the product mention can stay small. For your LinkedIn plugin, I'd probably turn one real LinkedIn annoyance into a weekly teardown: what happened, why it was annoying, what you tried, and what you changed ... ... angle, so I need to put it into the practice! Comment from Nika(@busmark_w_nika): @virko_kask  are you talking about the problem on LinkedIn? Because if yes, they also built a feature that shows you in analytics

... nika): @mustafa_najoom  Which is your LinkedIn? I would like to connect with you :) Comment from Nika(@busmark_w_nika): @marie_saxon  How long have you been building MettaShift? It sounds like a very comprehensive project (the topic is very huge). I am a fan of your sports effort :) Comment from Blake at Vassant(@blakeatvassant): My Q3 goals are the following: - Implement new design concepts for Vassant's brand-new marketing site - Connect and resonate with more investors ... ... pretty focused: launch FetchSandbox on Product Hunt (been building it for 3 months, feels like now or never), get to 5k monthly visitors from ~1k, and actually talk to 20 real users instead of just watching the analytics

... track it from the plugin? Any hints? Or should I use only my landing page? Thank you so much for this extensive help. Comment from Nika(@busmark_w_nika): @marie_saxon   @byalexai  Probably LinkedIn can be the topic :D Comment from Nika(@busmark_w_nika): @anna_ludwinowski  Hey Anna, thank you so much. Have you ever experienced any soft or hard restrictions? Because some of them are caused by sudden "abnormal" activity. And you can make ... ... your Chrome Web Store link . When you share the link on LinkedIn, Product Hunt, or Reddit, add a different UTM parameter to each source . For example: ?utm_source=linkedin ?utm_source=producthunt You can see the results in Google Analytics

... between shipping and traction . I just launched my first product today (a free online party game called Salad Bowl Game), and the emotional rollercoaster is real: The high of hitting "publish" everything feels possible, you're proud, you check analytics every 5 minutes... The silence that follows hours pass, maybe a few visitors, but nobody's engaging. You start questioning every decision: "Is the product actually good? Did I pick the wrong day? Is my description unclear?" The second-guessing ... ... anything from the ground up, I would just follow tutorial after tutorial, and it felt like I wasn't really getting anywhere. After watching quite a few, I started building from scratch and doing my own research on various topics

... personally view these kinds of services and the way they massively collect and use information about users? In the EU, especially, this has become quite a big topic. Which services have you decided to stop using, or replace with more privacy-friendly alternatives? Comment from Rishav Rajak(@rishav_rajak): Switched from Google Analytics

... byalexai  I think that you completed a solid list and need to say that every idea seems to be useful to me. Even the new ones for me that I wasn't thinking about too much (e.g. Analytics)  are absolute gold! Comment from Nika(@busmark_w_nika): @robincostmyai  I would wish to have more complex data too. Definitely would help it with marketing actvities later :) Comment from Nika(@busmark_w_nika): @bruce23  Thank ... ... Comment from Aleksandar Blazhev(@byalexai): Awesome topic

... actually lose marks during exams: - weak-topic patterns - time-management collapse - repeated mistakes - accuracy under pressure - chapter-wise consistency The interesting part is our AI-assisted question pipeline: Questions are generated in structured JSON format, then validated through multi-stage verification loops for: - conceptual correctness - PYQ-style difficulty alignment - option ambiguity - logical consistency Uncertain questions are automatically routed to a human review dashboard before entering production. Currently working on: - institute workspaces - batch analytics

... chrome.storage .sync so your data syncs across your devices via your Google account, but never touches my servers. No analytics, no tracking. Free version is fully functional. Pro adds unlimited categories, recurring reminders, and a full-page dashboard. 7-day Pro trial without credit card. Today I'm launching on Product Hunt. If you have 30 seconds and the topic

... network of 20,000+ website and blog owners. Not a marketplace. Not a "buy links here" page. A community of people who want their content cited and are willing to cite others. We ask them one question: "What topics are you writing about this quarter?" Then we match them with other owners in the same space. They link to each other. No money changes hands. No "guest post for $200." Just humans helping humans get cited. The backlink industry ... ... compliance blog is like a private meeting with a CTO it s where the actual checks get signed." Instead of just showing the authority score, I highlight Referral Quality and Pipeline Value . I show them the Google Analytics

... product. Also have a plan for the first few hours after launch. Replying to every comment and being active makes a bigger difference than people think. It's easy to underestimate that part Comment from Aleksandar Blazhev(@byalexai): Great topic, Nika! Honestly, one thing I keep seeing is that many products rush the launch . They ask for feedback from the community, but the truth is that the product itself is often not ready yet. The landing page is too basic ... ... often gets treated worse than an average product with momentum. I d add: early supporters lined up before launch day a waitlist/email list founder presence on X/LinkedIn before posting the PH link clear onboarding so visitors instantly get it analytics

... recipes are rather lame or very simple - I just can't cook at all, so that is helping me a lot, but would probably be useless for anyone else :D Comment from Aleksandar Blazhev(@byalexai): Hey Nika! Great topic. I ll jump in here, but I don t want to talk about the obvious stuff everyone already knows and uses. Sure, text and image generation are cool and all... but mostly they just make things faster. Honestly, does your life ... ... That s worth way more, like, not even close, than generating a piece of text in 10 seconds. Comment from Samir Asadov(@samir_asadov): The most useful AI I've seen is the boring kind applied inside specific structured analytical

... topic s competitive intensity and potential business value. From this perspective, users no longer optimize isolated keywords. Instead, they can: Prioritize filling high-volume topics

... what you re building. Maybe it s less about waiting vs promoting and more about how intentionally you bring people into the journey. Comment from Kabir Salunkhe(@kabirsalunkhe): @busmark_w_nika  Hahaha! Apologies, it was an interesting topic for discussion. To be honest even I'm finding it difficult to keep track of the thread replies! :D Comment from Kabir Salunkhe(@kabirsalunkhe): @busmark_w_nika  Interesting way to frame it. False positives might actually do more damage than ... ... authority around the problem, not just personality around the founder. Talk about the market. Talk about the pain. Talk about what you are learning. Talk about mistakes. Share useful insights. Build trust. But keep the product, domains, email lists, analytics

... interested in. E.g. one guy wanted to build a tool for music. But I know very little about music, so this topic is not something I would be very passionate about. He was trying to convince me that the topic

... Hi everyone, I'm experimenting with an idea and wanted to get some feedback from creators. I'm building a ...