... Three numbers from it get quoted. Users who saw an AI summary clicked a traditional result in 8% of visits; users who didn't, 15%. Users ended their browsing session 26% of the time with an AI summary present versus 16% without. And the one that should matter most to anyone buying GEO: users clicked a link inside the AI summary itself in 1% of visits. One per cent. That is the click value of the thing the entire optimisation ... ... more often. Just 8% of one- or two-word searches produced one. For searches of ten words or more, 53%. For searches starting with a question word - who, what, when, why - 60%. Sit with that next to the 8%-versus

... found hard while building a SaaS is knowing when slow progress is normal and when it s actually a sign that something needs to change. Some weeks you ship things, fix bugs, improve the product but the numbers barely move. It s easy to look at that and think, "maybe this isn t working." But sometimes you just need more time. Other times, you probably need to change something. I m still figuring out how to tell the difference ... ... founders here: what do you usually look at before deciding to keep pushing vs

... When you re starting a company, everything feels important. Building more features. Posting every day. Networking. Fundraising. Perfecting the landing page. Watching competitors. Going to events. Trying every new growth channel. But your time is probably the most limited resource you have. And looking back, I think a lot of things that feel productive are actually just sophisticated procrastination. You can spend an entire week being busy without moving the company forward at all. So I m curious: What ... ... biggest waste of time for an early-stage founder? Something you spent way too much time doing before realizing it barely

... watched and says what was left out or never happened. UI & UX One sidebar: explorer, a permanent Inspector (metrics, risk/reuse meters, symbols, importers), Changed, Structure the right-hand panel is gone and the canvas keeps its full width. Bare canvas: Lens/View/Re-layout in top-right menus, no floating folders drawer; Districts open fully visible, Wheel arcs tethered to the ring. Terminal: app-palette ANSI colours in both themes, grouped bar, self-retiring hint, heartbeat pulse. Control panel with recessed lanes ... ... every design decision for your review so you can agree on a second time (or stop your agent beforehand if you prefer a more hands-on approach). This already goes in the direction of flagging the decision point between alternative

... human slop talking about AI because it drives engagement). So it feels like AI doomsday is near. The reality, however, is very different. Big companies in manufacturing, BFSI, logistics, energy, life sciences and other traditional industries are still barely getting started. They have the money. They have the workflows. They have the bottlenecks. But still they are in the early stages of AI adoption, some probably don't even understand the difference between an AI agent and Agentic AI. Meanwhile ... ... know how not to get carried away because of the hype. And this is where things get interesting. AI companies might be targeting the wrong audience. The real opportunity could be sitting with the traditional industries who have bare

... through 48, so a "quiet" channel inside that stretch isn't quiet at all. The part I'm proudest of is what it refuses to say A confidently wrong verdict is worse than none. So: a band it barely saw gets no suggestion, not a hedged one. A "quieter" channel has to be quieter by a real margin. And where macOS gives no noise reading, the signal half reads unknown rather than being assumed good no clean bill of health ... ... they are willing to say they don t know. Comment from Giovambattista Fazioli(@gfazioli): @muniswamy_muniswamy  Thanks that was the bit I was least sure about shipping. ngl the losing side is real: on a band it has barely

... share what's in it. The part I'm most excited about is the AI Visibility feature. Since search is shifting toward AI answer engines rather than just Google, I built a 6-tab dashboard (Summary, Questions, AI Responses, Competitors, Recommendations, History) that tracks how often a brand gets mentioned when people ask ChatGPT, Claude, Gemini, and Perplexity about a topic. It also compares visibility against competitors

... narrower than it sounds. The new default, Training and Agent blocked with Search allowed, applies to pages that display ads, and to new domains onboarding. If you run a normal product site with no ad units, that default barely touches you. The change that actually reaches into an existing account is the mixed-purpose reclassification above, and it reaches you only if you have training-blocking switched on. Which, if you're the kind of person who ticks the safe ... ... thing I will look for is the one you named, whether a true dead page still renders the surrounding furniture. If a real not-found arrives with navigation and a recommendations block, and a soft block arrives as a bare

... guesses. Then guesses again. Same model, same bug. The difference is how much the failure told it. The failures that end debugging loops instead of extending them tend to carry four things: a location down to the expression, expected-versus-got with actual values, identifiers specific enough to search for, and fix hints kept separate from the problem statement (a wrong hint is worse than none, because models weight hints heavily). And there's a billing angle. Every extra turn ... ... sends the entire conversation context, so a vague error string quietly becomes one of the more expensive lines you ship it charges you a multiplier on every future debugging session that touches it. What we changed: bare

... BARE : a minimalist chat concept for people fed up with data surveillance, data selling, and operational complexity of current players. We need a minimalist approach for current state of messaging apps Current messaging applications are facing feature bloat, collect data and are becoming less usable with every passing day. Some applications respect privacy to an extend but then they face usability and feature bloat. So far there is no single service that can strike a good balance. We want ... ... service which can provide good balance of privacy and usability while keeping a minimalist approach? A new minimalist chat service with no tracking, no server storage, and no feature bloat. how do you feel about it ? Bare

... Glotier. It answers one question: when a buyer asks ChatGPT or Gemini or Perplexity for the best tool in your category, do you get named, or does your competitor? Most of what I could find in this space either costs about $2,000 a month or quietly makes the numbers up. So I built the cheap honest version, and I have been building it in public. Here is the part that usually gets left out of posts like this ... ... picks the angle it has not used lately, and writes the next one. A source agent that tells you where the answers in your category come from. In ours, Reddit is a source for 57% of them. Directory listings barely

... rest: Installed, tool-capable models show up as one-click chips in Settings and onboarding. No more hand-typing mistral-nemo:latest and getting it wrong. Picking a chip finishes the whole setup fills the model, quietly completes a bare root URL to /v1 so generation doesn't 404, and saves. Done. A gentle nudge, never a wall hand-type a model the server doesn't announce as tool-capable and you get a hint, not a block. Compose-only ... ... local models entirely. also genuinely nice to see an outside contributor's PR land cleanly into a 12-locale, 97-test codebase without it turning into a mess - says something good about how approachable the project actually is versus

... brought it home. It was yours. It ran on your hardware, it didn't phone anyone, and nobody raised your price at renewal or locked your own files behind an expired card. We gave that up somewhere and barely noticed. There's a monthly fee to take notes now. A monthly fee to edit a PDF. A monthly fee for software already sitting on your hard drive, doing math your machine could do in 1998. I've spent fifteen years ... ... take software back. Comment from Justin Jones(@justin_jones13): @onetimesuite  honestly man, they all sound great. I was thinking about paying for WisperFlow but if you're does the same thing I'd rather just pay $49 vs

... never asked to keep. Deeper IDE cleanup. JetBrains IDEs now cover Application Support caches, logs, and search indexes. Android Studio adds SDK download staging and emulator/system-image cleanup. Plus a new Developer Logs scanner spanning Simulator, Xcode, Docker, Homebrew, VS Code, and Node.js. Xcode & Android go deeper. Component download staging, internal dt.Xcode caches, simulator caches, Gradle daemon logs, and SDK download intermediates. Rust, Go & Flutter. Registry sources, rustup temp files, linter caches, and Dart's analysis server cache ... ... picked up. A proper installer. The .dmg now has a custom DevCleaner-branded background instead of a bare

... Solo builder here, using Cursor + Claude Code as basically my whole engineering team. Six months in I still don't have a good instinct for this: some days I let it just run with a whole feature and barely glance at the diff, other days I'm rereading every line like it's a junior dev's first PR. Right now my rough rule is billing/auth code gets the paranoid review, UI and analytics panels get the "looks fine, ship ... ... features, way more surface area for that to happen unnoticed. Comment from King Joshua Marcos(@moddy): Honestly just trial and error early on. Let it fully own something low stakes, watched what broke, adjusted from there. The billing/auth vs

... voice need to be at the center of the content. That means running his Instagram and LinkedIn, doing podcasts, filming reels. But his time is mostly eaten up by core business operations across other areas, so there's barely any bandwidth left for personal content Curious how others handle this: Do you (as the founder) create the content yourself, or does a team package it based on your input/briefs? Realistically, how many hours a week does founder-led marketing take ... ... doing it properly, not just checking a box? What have you fully delegated (writing, editing) vs

... liability. Costs: Paying per token is fine for now, but I'm wondering when a dedicated server just becomes cheaper. Control: Not having to worry about external rate limits or downtimes. On the flip side, I know setting up bare metal and maintaining local models adds a ton of operational overhead. n8n is great specifically because we don't have to deal with that right now. For those who have made the jump to a local setup: what was your ... ... when data sensitivity or costs truly justify it. I really appreciate you sharing your approach! Comment from Sergio ezequiel Chavez(@sergio_ezequiel_chavez): @zack_g2  Thank you so much for sharing this, Zack! Your perspective on 'managed complexity' versus

... more than any UI polish did. So yeah, I d say naming the problem is the actual unlock. The demo just has to not get in the way of it. Comment from Viraj Parab(@viraj_parab): StartupHQ to organize competitor research, validate ideas, and keep my roadmap focused. It removed a lot of the "what should I do next?" moments. Now the challenge is exactly what you mentioned: getting distribution right. Comment from Mincheol kim(@mincheol_kim): @anna_ludwinowski ... ... Kozlo(@wvitalik): I look for the problem/need first. However, note that some products are solving the problem of a bad existing UX and user interface (think about the goal "to manage virtual private servers" and solutions via the terminal VS

... revenue. Their pricing model is in direct conflict with your deliverability. You can't expect a company to talk you into a smaller invoice. It gets worse. The major ESPs built their businesses 10 15 years ago, when deliverability barely existed as a discipline. Their products were designed for one job sending a lot of email, fast. Deliverability was bolted on later as a help-center article. It was never the core product, and it still isn't. Then there ...

... everyone! I'm Denys, founder of Fudini. I kept noticing we obsess over our own health steps, sleep, what we eat but barely track our pets' until something goes wrong. So I built Fudini: a longevity platform for dogs and cats. It gives each pet a daily wellness score that improves as you log walks, sleep and meals, plus breed-specific tips, honest food scoring (vs

... products from relaunches and major updates... otherwise the numbers could be misleading. Comment from M. M. Carvalho(@m_m_carvalho): @etiennegarcia  Good call lumping first launches, relaunches and major updates together would skew every benchmark. Separating new vs. relaunch/update is a distinction I'll build in from the start rather than retrofit. Thanks Etienne! Comment from M. M. Carvalho(@m_m_carvalho): @oshylabs  This is the most useful comment I've gotten thank you. You named something ... ... half-felt but hadn't: rank is a vanity proxy; the signal is pull . All three are buildable from PH data, and they're going on the roadmap: Velocity shape (first 3h vs

... both content and   product work.   2. Google Search Console I basically live in it. For anything SEO, it's the only honest source of truth   about what's actually happening vs. what I assume is happening.   3. Ahrefs keyword and competitor

... wastes your tokens. been building the loop side (tokenwall.dev, validating this week), circuit breaker that catches runaway loops at iter 3 vs noticing after. would folks here want notifications about loop-events too, or is that a separate observability layer? Comment from Atul Yadav(@atul_yadav20): @aadilghani   taking all of it. two-event split (loop_warning vs

... Nobody shares "I used an AI journaling app today." But they do share "I finally understood why that conversation with my mom always goes sideways." Our best acquisition channel turned out to be word-of-mouth from people who barely use the app anymore. They recommend Murror precisely because it helped them move forward and that story is more compelling than any ad. We had to redefine our north star metric. Instead of DAU, we track what we call "resolution ... ... Truong(@monatruong_murror): @shahana_rasheed   Both, honestly. Early on we pitched to investors who already understood wellness or mental health they got it immediately. But for generalist investors, we had to reframe. Instead of saying "our power users barely

... from Furkan Topcuo lu(@furkan_topcuoglu): I'd add reply plan after launch to the list. A lot of teams prepare the first comment but not the next 10 answers they'll need if people ask at pricing, use cases, competitors or roadmap. Launch day is much easier when the team already knows who answers what. Comment from Farrukh Butt(@farrukh_butt1): I d add one more thing: a simple post-launch follow-up plan. A lot of makers prepare well ... ... launch day matters, but the full launch preparation matters even more. Comment from Ceyhun Kuyumcu(@pagesv): I'd also add talking to users before launch. I see a lot of people spending weeks polishing their PH page but barely