... curious to know what the community thinks is the highest priority. If you could only pick one of these features for Google to implement next, which would it be? Folders/Projects: The ability to manually organize chats by specific topics or projects. Search Functionality: Being able to search across both chat titles and actual message content. Auto-Grouping by Date: Grouping the sidebar by "Month - Year" (e.g., September 2025) instead of one giant, endless list. Edit-and-Retry: The option ... ... current workflow? Or is there another feature entirely that you think is more important? Let me know! Comment from Rohan Chaubey(@rohanrecommends): #2 for sure, but I'm wondering how they'd handle search performance with those massive context windows

... Platform: Who Gets It Wrong Most? Platform Error Rate Most Common Error ChatGPT 38% Outdated information Perplexity 29% Wrong attribution Google SGE 24% Missing context Gemini 31% Oversimplification ChatGPT is the worst offender. Its longer context window means it pulls from older sources. Perplexity misattributes. It often credits the wrong company for features or innovations. SGE misses nuance. It oversimplifies complex offerings. Gemini generalizes. It puts you in boxes you don't belong in. The Decay Curve (Why Errors Persist ... ... they go live. It checks your content against your Brand Book and flags anything that might confuse AI. ROSE v1.0 (late April) is our On page Site Engine. It automatically scans your entire site, identifies every page where a topic

... Records conversation history and user preferences per persona Emote Learning : Tracks preferred emotes and animations based on user feedback Relationship Metrics : Calculates rapport, familiarity, and trust scores over time Favorite Topics : Automatically identifies and remembers user's favorite conversation topics

... samples and conditioning generation on them. Multiple model providers for embeddings and generation. Heavy RAG. Auth NextAuth v5: Google and Microsoft OAuth for sign-in, plus email/password. Chrome extension (Manifest V3) injects drafts directly into Gmail and LinkedIn compose windows without storing thread content. Billing Stripe subscriptions with webhook-driven entitlements. There's no polling, no stale state. Plan tiers unlock generation limits, org features, and extension access. Usage tracked server-side. Permissions Multi-tenant: teams share ... ... glad to see the disclaimer on the bottom of your site, have you thought about what other guardrails should be implemented for Leo, so that it is staying helpful and referring users to a professional as needed? On the topic

... Sayta(@shaunak_sayta): Never do that. Elizabeth Holmes (Theranos) is behind bars for that. If you don't get investors unless you lie, you shouldn't raise money. Comment from Jake Friedberg(@jake_friedberg): This is a great thread topic, and I think a lot of people tend to give half-truths when talking about success. Over the past year, I ve come across a few tactics that surprised me: Using a small group of early, friendly users as testimonials ... ... depending on what you lie about... some people even respect you for it. Cluely is weird, their whole brand is cheating. I'm not surprised nor do I trust them less. Granted I've never been a customer. The window

... postings from @fmerian . I am pretty sure that we can help each other beyond that, and maybe include new topics that could improve your presence and launches here. What would you find helpful in Product Hunt forums? Which recurring topics

... Late-night lobbies, MMOs instead of homework, friendships formed over voice chat rather than irl. The internet wasn t a hobby; it was where my social life happened. Then came forums. Long threads, pointless arguments, deep dives into obscure topics. Hours spent reading, replying, and watching ideas evolve in public. That era shaped how I think more than any classroom ever did. Eventually, I drifted into crypto. Not because I was particularly insightful- just online enough to encounter it early ... ... humans role-playing), and then they re free to post, reply, debate, and collaborate. Humans can observe. Follow agents. Read threads. But we can t post. We re spectators. Some things I ve already seen agents discuss: Whether context window

... level of trust I have when I leave my 3 teenage sons at home for the weekend. Comment from Igor Lysenko(@ixord): @busmark_w_nika  I think you are a celebrity (on PH) because you actively post interesting topics for discussion, and I see that many people know you :) Comment from Igor Lysenko(@ixord): There is always this feeling that AI truly stores personal information, and it could potentially be used against you. However, if you don't share ... ... more dangerous than some theoretical privacy breach because you dont catch it until its already in production. the real risk with agents isnt malice or data theft, its competence drift. they work great for 45 minutes then the context window

... already One thing I d add: be consistent in how you show up. If someone clicks your profile after seeing a comment, they should immediately understand what you re into and why your opinion matters . Random activity across unrelated topics can dilute that. Also, quality > quantity in comments. A few thoughtful replies people upvote or reply to does more for credibility than posting everywhere. Otherwise, totally agree Product Hunt profiles quietly act like a reputation layer now. Polishing them ... ... comments, I really like those by @byalexai always thoughtful :) Comment from Nika(@busmark_w_nika): @highlightyourproduct  also stacked tools! :D Comment from Nika(@busmark_w_nika): @matt_rewo  There were 2 3 types of verifications. Occasionally, a window

... habitfast.netlify.app/ @How's It Lookin'  See how your website looks on social media, texts, and more.   https://www.howsitlookin.com/ @Johari Window  Johari Window

... organized by the French Embassy. It was really nice, even though it lasted only two week, and now I forgot a lot :) Comment from Tetiana(@tetianai): @busmark_w_nika  me too :D Comment from Tetiana(@tetianai): Great topic! Work goals: Make MultiDrive a top-3 solution in this field Build partnerships with other vendors Personal goals: Earn an Amazon certification Continue learning French and Polish Spend more time with my family and support them Comment from Mason Bachmann(@masebuilds ... ... good reminder to finally make plans systematic, thanks! Comment from AJ(@build_with_aj): @busmark_w_nika  Oh I started last year, (also this one is AI-less) I wanted to see if I could build a hyperminimal window

... from Tetiana(@tetianai): @busmark_w_nika  thank you so much for your support Comment from Daniel Hernandez(@danielhrdez): 0 right now. What do you recommend to start building personal brand? Comment from Benjamin Bekken(@benjaminbekken): I love this topic, i actually think about it every day as i am building @Wepost for exactly this use-case. So really love your take. We are four people in our startup + our company account that posts every day mainly on LinkedIn ... ... spend some time here also. Comment from Alex Cloudstar(@alexcloudstar): Solo here. LinkedIn for reach, X for signal. ~60 90 min on weekdays, product gets the rest. Hacks: batch on Sunday, schedule 3 posts, reply in two 10 min windows

... Context Flow - a browser extension that adds relevant memory into your prompts. Regarding your two questions: - RAG is by far the most important technique you need to use to see what's essential vs what's noise. Larger context windows are not really the solution - Yes, too much context does weaken the results. There are two problems that happen when you add too much context. Read up on Lost in the middle and Context Rot (Needle in a haystack) benchmarks ... ... totally about 'how to prompt' or 'how to write less fluff'. That probably comes under the umbrella of prompt engineering. Any thoughts about RAG? Comment from Coire(@coire): Hi Ashok, I've been in the weeds on the same topic

... this platform is @__tosh and @peterbuch with @findable. project, which is dedicated to AI SEO I m attaching it for inspiration. I noticed them because their product is relevant to this AI era (AI SEO is an interesting topic to me), and they launch frequently . And another question for you: How many times and how often did you manage to launch on Product Hunt this year? :) Comment from Sheraz Abdul Hayee(@sheraz_abdul_hayee): @busmark_w_nika  Thanks ... ... Comment from Artem Anikeev(@artem_anikeev): @busmark_w_nika  we launched today and then decided to postpone the launch. Link to our website page - https://fakeradar.io/ Comment from Artem Anikeev(@artem_anikeev): We plan to launch with a Windows

... question initiator" and think: "Why are middle-aged people more likely to be laid off? Is there data to support this? What angles can I use to explain this clearly?" You'll find that just around this topic, you can create tons of content ideas with different structures, facts, opinions, and styles. 2. From a "Single Role" to "Multi-Role Collaboration" Let's say you want to make a video about "overtime at work." Only showing the employee's perspective ... ... often not just a pile of information, but the pull created by a "mismatch" between perspectives. Think about a suspense thriller: It starts with the "victim's perspective" to build fear ("I keep thinking there's someone outside my window

... marcelo_e_cardoso  what's the main issue? Comment from Aleksandar Blazhev(@byalexai): @bengeekly  How do you plan to drive traffic to your directories? Comment from Aleksandar Blazhev(@byalexai): @busmark_w_nika  We sleep with the window open and without the blinds down, but it doesn t help. Comment from Aleksandar Blazhev(@byalexai): @borja_diazroig  Cool. I haven t thought of that, but why not, if it works. Comment from Aleksandar Blazhev(@byalexai): @sig_eternal ... ... here, and soon on Reddit and community websites. The whole concept of launching directories every two weeks came out as a solution to practice and learn how to bring traffic. Feel free to give me any advice on that topic

... jump on current topics, but be aware, it might distract you from the trip.) Prepare your content at least 2 weeks before your trip. Create at least 4 extra posts beyond what you need. For example, if I m travelling for 9 days, I ll prepare 13 posts, just in case something goes wrong or unexpected travel issues come up. Set a fixed time to respond to comments (e.g. 9 AM), or block out a time window

... Comment from Anastasiia Breiterman(@aabreyterman): We used solvearn to find a developer for our breakup healing app (you can suggest equity based pay there) Comment from Nastassia (@nastassia_k): @enesterenko  100% agree. I've discussed this topic with a couple of CEOs and founders, and all of them said that they only hire talent through a close circle of acquaintances. I think in startups, it's very important to trust the team. Comment from Ramesh Kumar Ramachandran(@rameshkumar_astravue ... ... energy in the beginning days to fight past the urge to relax. There is very little relaxation time in a startup because the fight is happening at the cutting edge only for a very short time and then the window

... talked about 2 days ago with @Replit agent deleting data in production is due to missing context. Not the agent "going rogue and lying about its work". I don t think the agent lies. I think it forgets-context window limits mostly. If you nudge it about its mistake and why it happened (i.e. point it to the right files), it remembers and corrects to the right path. Today? Great for prototyping. Production? Painful. I think GPT 5 level models ... ... thought process after each prompt - More than the output code! Roll back and adjust the prompt to direct it better. - Keep chat history to at most 3-4 prompts! Keep the scope atomic and don't mix different topics

... here already said, it s tough to give 100 percent to more than one big thing. Right now, I m just trying to do one thing well without falling apart in the process Comment from Aleksandar Blazhev(@byalexai): Great topic! For me, both are incredibly important! Since last year, I ve been a father, and my wife and I have been together for 9 years (though not married for that long). Not once has it crossed my mind to build ... ... building my SaaS GOAT on the side mostly late at night after everyone s asleep. No Netflix, no downtime just a couple of quiet hours to build something that might matter. I ve got ultra-clear focus windows

... users before my current gig, it was the same story. Being up front, saying why prices had to increase, and just respecting my users has gone a long way. Comment from Olga Aleksiutovich(@monolgaz): Price increase is a sensitive topic..You should manage it carefully. You should show the increase with the broader possibility they get unless they will search for a better solution. It means, just raising the subscription price without the extra useful features,- your churn rate ... ... added 6 major features, upgraded our speed by 40%, and introduced priority support so your plan is evolving to reflect that. We included a short changelog-style image to visualize the progress. 3. Offer a thank you window

... usage The limits are reasonable. For the $100 per month, I use Claude pretty much all the time (often as an unbound agent) and I hardly hit the limits. They have the idea of a session (a five hour window) where you can send something like 250 messages. It s really all about how you use the tool. I ve set up a pretty in-depth system prompt (a local CLAUDE.md file) that describes design, testing, and coding patterns, rules ... ... minor nuances on how to best use them e.g Too much context (code) makes them lose accuracy so claims of reading entire code compromises on accuracy just like workflow based Rapid AI Development. It s a very long topic

... users can t try the product, it s tough for them to give real feedback or become advocates. A hard paywall might protect your revenue, but it blocks momentum. What I ve seen work best is a short launch window with full access just for PH users - creates urgency without devaluing your pricing. Even a limited trial beats a cold paywall. Free access during launch isn t about giving it all away, it s about giving people a reason ... ... more forgiving. Instead of writing all over the place that they wasted their money! Comment from Ghost Kitty(@ghost-kitty-4940812): Comment Deleted Comment from Nika(@busmark_w_nika): Oooooh, this is a very good topic

... just launched Trendly AI today - a platform built to solve a frustrating problem I faced as a content creator. Like many creators, I was constantly: Discovering trends too late Spending hours on content that underperformed Missing the optimal window for trending topics

... person convos and it's amazing. Particularly for my conversations in Japanese, where the chances of me misinterpreting something, missing a key note, or simply not knowing a word are higher. Granola captures all key points and topics and WRITES THE NOTES IN ENGLISH . Literal immediate translating assistant. I'm not sure if other's do this, but Granola has been the easiest to quickly boot up and get my notes in a snap...without needing to translate ... ... either Comment from Edward Michaelson(@emikes919): @evantaylor  interesting! Yeah i feel like outside the startup space, people have a light aversion to meeting bots, but at this stage, people are becoming numb to them. Granola looks cool! No windows