... saying which file to read before touching what. The agent pulls in the store notes only when it works on the store. Also worth remembering that a repeated prefix like tool definitions is cached, so it hurts the context window more than the bill. Comment from George Basov(@gbasovv): @mertcansaglam  Glad it helps. Would love to see your token split again after the rerun with tool search on and a slimmer main file, I'm curious ... ... Basov(@gbasovv): @mertcansaglam  If you try it, one thing that helped me: keep the table of files in the main notes short and literal, like "touching the store copy, read store.md". When it was a vague list of topics

... made next? This single match does not prove that Tukey works consistently. It is one observation from Opportunity Radar V1, not a victory lap. The real test is whether the system can repeat this across different creators, topics, and publication windows

... planning to launch it here? Comment from Adana Marukhyan(@adana): @prodkiller  Wow, cool! Isn't there any free plan, or some starter tokens to try firts? Comment from Adana Marukhyan(@adana): @chrisdevsz  Ah, saw for Windows and Mac on your landing page Congrats on that! For me it s also interesting, so I ll definitely give it a try. What can I try with the free plan? Will I be able to see most of the possibilities during ... ... client I've usually lived with myself for a few weeks first. Right now that's an agent that turns my meeting notes into tasks with deadlines, and a small app that runs breakout room topics

... bullet points get you. so what i do now is submit early enough that even a slow approval still lands inside the window. Comment from Adana Marukhyan(@adana): @byalexai  Thanks a lot! I really enjoy the communication here =) Comment from Adana Marukhyan(@adana): @konrad_sx  Where do you usually post? Under your product s topic

... this is false. the removal flow only accepts policy violations, so conflict of interest, off topic, spam. a plausible sounding one star from someone who was never a customer fits none of those, and thats exactly why the extortion works at all. what ive seen actually move things is the pattern rather than the words. a cluster of one stars inside a short window

... need me on camera at 9pm. So I stopped doing video marketing entirely and went to writing only. On one of my own services, search clicks went from about 2,000 to about 16,500 in a four week window over three months, roughly eight times. One honest caveat, because the number alone would mislead you. Signups over the same period only doubled. Traffic multiplied faster than customers did, which means the extra readers arrived with weaker intent. Volume ... ... that is now where the whole game is. My advice for 2026 and 2027: pick the channel where AI removes your bottleneck rather than the one that is fashionable, then spend the time you saved on choosing the topics

... around this topic. Some say let people explore everything freely (browsing, viewing guides, even starting to create) and only ask for signup when they want to save or share. Others say gate it early so you capture leads. Right now anyone can browse the explore page and view public guides without an account. But creating requires signup. For those who've tested this: did reducing friction before signup actually increase conversions, or did it just increase window

... more room to actually get seen? Either way it's a fair nudge. I've been treating the date as flexible around readiness, but I hadn't actually thought about whether the PH calendar itself has better and worse windows independent of whether I'm ready. Worth factoring in alongside the actual product checklist. Comment from Kai Long(@kailong_20): @busmark_w_nika  I d say both, but I d prioritize the people who genuinely experience the problem your ... ... more room to actually get seen? Either way it's a fair nudge. I've been treating the date as flexible around readiness, but I hadn't actually thought about whether the PH calendar itself has better and worse windows

... database. So 2.3 is mostly about fixing that. The home screen is now one place to ask something, save something, and see what s been happening in your brain. There s a new daily view of activity, sources and topics. Memories and the graph now live together. Answers are better grounded in the memories they came from. Tags can actually be managed. And the whole thing stays fresh without needing a manual reload. I also spent a lot of time ... ... leaking into the UI. Destructive actions moved out of the way. Settings are focused on things you can actually do. The web version works really well as a PWA on mobile, and Desktop 1.3.0 is out for macOS and Windows

... torn apart. Comment from Daria Ofitserova(@daria_ofitserova): @busmark_w_nika  Close to zero, honestly. No spike in website visitors that we've noticed. Comment from Nika(@busmark_w_nika): @yelyzaveta_kibets lately, I cannot create a topic there. Only see the error message: Sorry or that the session expired. Comment from Nika(@busmark_w_nika): @faysal_fateh  Maybe contact @daria_ofitserova :) Comment from Nika(@busmark_w_nika): @daria_ofitserova  How many visitors came from other directories ... ... launching next, submitted mid july, still not live. alternativeto, "a few months", though 5 dollars moves you to 1-2 business days. betalist has no free tier at all any more, and the paid one is a two week window

... everyone! I built ReelGenius AI , a Windows desktop app that creates complete viral quiz videos in minutes. Just enter a topic

... than Google's guidance, and I want to see whether it holds up. Exporting several properties into one spreadsheet lets you compare how your content performs side by side across platforms rather than arguing about which one carries a topic. Worth knowing before you open it. This counts only traffic that arrived from Google, not your in-app views or follower reach. A small number is a finding about that one source. One caution. None of Google's three posts ... ... Setup is in Search Console under Add property. https://developers.google.com/se... I'm running all my tests, building in public at https://www.ryanlenk.com Comment from Ryan Lenk(@itsryanlenk): @saied_alimoradi  Saied, you're completely right on the attribution window

... know there s a p/introduce-yourself topic here on PH, but honestly, it s hard to meet everyone there. So let s do it here. Who are you? What are you working on? What are you addicted to? And why are you here on Product Hunt? I ll start with myself =) I m Adana, 36 yo. Scenographer by diploma. 12+ years in animation production, mostly as a production manager. Along the way, I co-founded RunEvr - Agentic project management environment ... ... browser, nothing ever uploads. It works even offline. An upvote & a short comment would help me a loooot https://www.producthunt.com/prod... Comment from Lisa(@yelyzaveta_kibets): Lisa, Head of Marketing at Softorino, where we make small Mac and Windows

... thinking about this a lot. Two years ago, if I wanted to find or evaluate something, I'd Google it, skim a few links, maybe check a review site. Now a good chunk of that happens in a chat window. I ask ChatGPT or Perplexity directly and just get an answer, sometimes with zero clicks to any actual website. It feels like a pretty fundamental shift in how people find things, not just a new feature. Curious if others ... ... single prompts, because LLMs are stochastic. Ask the same thing twice and the answer moves. So a prompt you "rank" for today might drop tomorrow, and you learn nothing. What I think is the real edge is tracking the topic

... already track search performance . The placement is the message: AI visibility is search visibility. Bing went further. Bing Webmaster Tools now has a separate AI Performance report. It shows total citations, page-level citation activity, grounding queries, intent labels, topics, and citation share . Microsoft is building for the citation economy, not just the click economy. What still can't be measured. Google's Search Console AI reports show impressions. They do not show clicks . You can see that you appeared ... ... separate workstream with its own budget. It's not new. It's just more demanding. Track what AI says when it speaks about your brand, not just if it speaks about you. If you're in France, the window

... works: 1. Snap it (Import): Take a photo of your textbook, upload a PDF, or just type a topic. No rigid curriculum menus or syllabus databases required. 2. Say the word (Build): Pick your format (Multiple choice, true/false, fill-in-the-blanks, math, etc.) and give plain-text instructions like "Make 10 questions on this topic

... that for ourselves, real-time news aggregation with AI sentiment scoring, ticker tagging, and topic classification, and it slowly turned into an actual product over the past few years. The newest piece is an MCP API, so Claude, Cursor, Windsurf, or Cline can query our live news and sentiment data directly instead of someone copy-pasting headlines into a chat window

... phrases AI used when retrieving your content. Citation Share Your percentage of citations in a specific grounding query. Intent and topic labels Context for why your content was cited. On June 16, 2026, Bing added four more features: Intents, Topics

... Yeah honestly that copy-paste tax thing is so real, didn't even have a name for it until you said it but it's exactly why I end up dumping the same project context into three different chat windows every morning. The stack you listed makes sense too, Claude Code plus ChatGPT as an architecture sounding board is basically how half my week goes now. Building a shared memory layer for that instead of just living with ... ... Jaime Const n(@jc_node): Ableton/LumaDeck Claude/ ChatGpt Google NodalDesk OBS/ Vmix Comment from Mia Schmidt(@mia_schmidt_): Mine would probably be: ChatGPT brainstorming and getting unstuck. Figma quick visuals and launch assets. Notion keeping everything organized. WindowHopper

... 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 Anastasiia(@alieksia): This matches what I ran into. In my first two weeks ... ... writing was not the problem. It just arrived after everyone had moved on. So the thing I would add to your list: getting accepted is not the finish line. The review hold quietly costs you the window

... most here is treating energy as the resource worth managing, more than time itself. 4 open hours mean nothing if you're depleted, and ninety focused minutes can outperform a whole scattered day. Noticing your own sharp versus foggy windows and protecting the sharp ones for the hardest work is a simple habit that compounds more than any new app. The waiting-time trick @busmark_w_nika mentioned works the same way, small structural changes beat willpower every time. Comment ... ... execution, but to brainstorm, challenge assumptions, and summarize complex information quickly. I ve found that eliminating low-value decisions is just as important as optimizing the hours you work. Comment from feras olimz(@feras_olimz): This is a great topic

... have a personal checklist before merging AI-generated code, or a specific type of change you never let through without reading line by line, regardless of how confident the tests looked? Comment from Zach Reed Smith(@zrsmith): Great topic. Agree. It's almost like a "cognitive debt" that can accumulate. This is an attitude I have encountered: If the AI writes the code, and also debugs the code, why do I need to understand the code? Said differently ... ... Explaining it back to yourself closes the first gap well. It does nothing for the second one unless that explanation gets written down somewhere the codebase actually keeps, a comment, a decision log, anything more durable than the chat window

... them? Comment from Aria(@ariajinling): I agree: degradation has to be an explicit, author-authored alternative, not a timeout-time improvisation. If an action has no degraded form, it needs a stronger escalation path or a shorter approval window. For partial work, I would preserve a compact execution ledger: completed steps, external effects, and the invariants re-checked. The human then decides from the delta: what was attempted, what changed, and what remains safe to do. Comment from Aria(@ariajinling ... ... approval ratio the system offers to stop asking. Accept and it writes a rule with a zero timeout and an approve action. No count, no window

... notification but kept making you alt-tab. You turned a poll into an ambient. And yes, I've thought about the distinction, but you've stated it better than I had: away-from-keyboard wants push, at-desk-different-window wants ambient. The thing I'd add is that those aren't just two cases, they're two ends of a spectrum keyed to two variables, attention proximity and information density. Ambient is for when your eyes are close ... ... working look identical. An open window

... where every building is fine on its own but nobody really planned the streets and too many windows are custom-built. A few things we've landed on: Set aside time each week to specifically work on paying down tech-debt and refactoring. Leverage AI to go deeper when tech-debt surfaces. This starts usually with an audit for a specific topic