... week I pulled the numbers to find out why Reddit had gone flat. Comment karma sits at 125. My last post there was 20 September, 47 days ago. The strange part is that I already knew posts were the lever. My best post drew 62 comments. My best comment ever scored 8. On 20 September I wrote that into a plan: post 2 to 3 times a week. On 17 October a second review said it again: one post this ...

... focus on the repetitive work between finding a job and sending an application: tailoring the resume to the role using your real experience, filling the same work-history fields again, and keeping track of applications. Litos supports Workday, Greenhouse, Lever and Ashby. You can review before sending; automatic sending is optional. Autofill is free, and resume tailoring is included in Litos+ with a 7-day trial. Here's the launch: https://www.producthunt.com/prod... If you've used Litos ...

... nothing you can do about it. You can't open it. You can't nudge one thing. Your only option is to regenerate, and now the 90 percent that was fine is different too. So you pull the lever again. And again. That's the part nobody talks about. We spent the last two months on this specifically. Clueso runs inside Claude now, so you describe the video and get one back, but you get back an actual editable project ...

... India 160  (India nearly matches US reception). Schools: UC, Stanford, Oxford, Cornell, Tel Aviv. Part 3. What actually works at launch Teams win:  solo 123 2 3 = 188 4+ = 288; blended multi-maker avg ~227 vs 123 =  +85% .  Power-hunter  ( 10 hunts):  235 vs

... stress of "somebody might need me right now" was taking up my valuable fix time. I'm not suggesting to be intentionally slow. What I am wondering is: Has anybody else noticed that immediate support may not be the lever everybody thinks? What is your response time and does it matter ...

... whatever broke" -- Which is what I genuinely kept hating, writing codes manually took time but had a solid base and structure to work on. But this is now changing as AI is advancing. Building the harness is biggest lever on which the complete software development lifecycle hinges. So I am curious on what people are seeing on. Are we still vibe-coding, or are we heading towards something that deserves to be called AI-powered Software Development? Where ...

... testing via interviews and real users, and we made sure to account for users in different markets (ie., someone in the US was willing to pay more than someone in Australia). We also compared to competitors and other tools that our audience uses. That was all pretty successful. More recently though, we identified new use cases for our platform agency and enterprise buyers and the pricing model needs to reflect that. We've introduced an enterprise plan, which is negotiable ... ... each premium feature) and then if the use veiwed, started, bought, cancelled or dismissed the paywall and what was the trigger. Comment from Varun Torka(@thevarun): Most of this thread is on the value side what to meter, value vs

... nothing on the page. So the internal link theory I had been working from is dead. Adding links to a page that already has ten inbound links did nothing. What was rationed was crawl budget, and none of the levers on my side reached it. The part I still cannot explain is why 31 August specifically. Nothing shipped that week. Has anything reliably shortened that wait for you on a domain with no authority yet? Comment from Arnold Oshenye(@oshylabs ... ... that view, or that anything like it explains your 57 days. Your router will trip on a different shape than ours did. It is one fetch to falsify, and worth spending before you accept a cause you have no lever

... executor's effort was lowered and then scored below the executor running alone. You saved money on the worker, and the worker stopped raising its hand. Two more honest notes from the same guide: prompt caching remains the big lever (2.5 3.7 in their benchmarks; model mixing is "narrower"), and pairing two near-equal models bought a point or two that "a single run does not separate from noise". Their advice on where to start is almost anticlimactic ...

... could have. And I still don't have a clean answer on the verification-method question, because the honest version is that I don't yet know what I'd do differently with a government-ID-checked 16 versus a self-declared one. I'd rather say that than write a paragraph pretending I've resolved it. The thing I am confident about is narrower. The signal is sparse for a long while yet. Texas only covers accounts created after ... ... guessing. Still nothing for the route that gets looser on something no one has tried yet. Comment from Mona Truong(@monatruong_murror): @asadmalik901  You've moved me on the provenance point. I was writing about apps whose only lever

... move. Review sites swing with intent 7.4% at discovery, up to 13.2% at evaluation, back to 8.4% when someone's down to two finalists. UGC sits at 17.8, 18.2, 15.1, 17.2 across those same stages. It's not a lever you pull at the bottom of the funnel. It's the floor the whole thing rests on. But here's the number I actually want to hand you. More than half the prompts in that set used commercial language people ...

... better axis and I was comparing sizes. The distinction I would keep is that it is one-time. Cheap and finite means do it now and stop thinking about it, but that makes it a floor, not a lever. Once it is claimed you are back to threads either way, which is where the 272 came from. Comment from Arnold Oshenye(@oshylabs): I can answer the flow question from the unclaimed side, because I have been through it twice ... ... whatever gates thread creation on a young account, it is not verification. Your interaction history is the variable mine lacks, which means the badge is worth your +20 and nothing more. For accounts like mine it was never the lever

... said about you Reddit threads, community posts, reviews, comparison articles, the shape of your reputation as it actually exists in the world. You don't write that. You earn it. Which means the old growth-hack instinct find the lever, pull it, rank mostly doesn't apply. The lever

... product mentioned in ChatGPT or Perplexity answers, and the data keeps pointing somewhere that makes me question the whole "GEO/AEO" hype. Ahrefs looked at 75k brands and found branded mentions correlated with AI visibility way more than backlinks 0.664 vs 0.218. It's correlation, not causation, so take it with salt. But the gap is big enough that I can't ignore it. Which makes me wonder if we're overcomplicating this. Maybe AI visibility isn't a new discipline ... ... just a distraction: While off-site reputation is the foundation, there are very specific, tactical things you can do right now that go beyond traditional PR: Intersect Backlinks with Cited Links :  Comparing where you have traditional links vs

... discover you through proof. A 20-second clip of the thing actually working got us more genuine curiosity than any pitch ever did. Still feels like early days on this, though. Curious if you've found anything that compounds, versus stuff that just gets a one-time spike. Comment from Ethan Cheng(@ethan_cheng): customer acquisition methods are always a struggle for me and retaining those users Comment from Dhruv Aggarwal(@dhruv_aggarwal5): I am founder of tendr , currently working ... ... seems like it is occasional work so trying hard to make it a 12 month business. Comment from Abdullah Javaid(@abdullah_javaid3): For me it's not finding users, it's telling early which channel is actually compounding versus

... just submitted our application to Y Combinator. Over the last two years of building VertoX , we ve kept shipping regardless of external validation. We are building with or without YC. But let s be real, YC is an insane lever. The network, the founders, the speed, it just accelerates everything. Honestly, this time feels completely different. We ve grown, our tech is way sharper, and the foundation is stronger than ever. I have a really good gut feeling about this ...

... counter beside my name reads 0 on every one of them. I wrote several and my profile now shows one. Without a launch of your own there is nothing to attach a review to, so it is not a lever for most people here no matter how many you write. Verified Account is +20, one time, and I still have not claimed it. On a small account that is worth more than every comment I have ever written. Jernej ...

... fortnight. Week 1 was 46 off two threads that landed. Everything since has been steady posting for single digits, which says the gap between a thread people argue with and one they scroll past is larger than every other lever I have put together. The Arteza upcoming page is still on 1 follower. It went up four weeks ago today for exactly this purpose and it has gathered nobody but me. Four weeks, one follower, and the one is still ... ... asadmalik901): Venkat's StoryVoice went live today so I went and read it properly. Comment is over there rather than a polite one here. Still want the two numbers when you have them, follower count the night before versus

... goal: if you want raw eyeballs go Tue-Thu, but for a badge/ranking with a modest following a weekend can punch above its weight. Comment from Sabber Ahamed(@sabber_ahamed): @busmark_w_nika   @abdullah_javaid3  the invitation vs favor framing is the most useful line in this whole thread. i caught myself drafting DMs that were basically upvote asks in a nicer outfit. what actually worked was showing up in threads like this one for weeks with nothing ... ... most important thing is to launch as soon as you can and keep iterating to improve, and keep launching Especially with how fast everything is moving with AI, waiting for a perfect time to launch will just let competitors

... nothing, the reviewer's normal experience becomes an empty screen, and empty screens train people to expect empty. Whether the one that is not empty gets read properly on day forty is an open question. It still beats the alternative, because a difference against a background of silence is about as salient as anything gets. And yes to the small pile. Most of what gets called judgement is work nobody has bothered to make mechanical yet. Comment from Aadil Ghani ... ... cannot name the degraded form while writing the policy, there is no degradation available later. Writing it down at authoring time is also how you find out how few of your actions have one. There are two levers

... median points needed to break the top 5 and top 10 on each day. Check the full report here: https://app.databox.com/shared/a... The short version: Saturday is the easiest day. Only 266 median points to crack top 5, vs 360 on Wednesday. That's a 35% harder climb on the worst day vs

... effortless now. Direct conversations with individual developers also makes sense as the next step, since I need to validate whether a solo developer gets day-one value without a manager or team reporting layer involved. The bottom-up vs top-down point is the main thing I need to settle. My instinct is to start with the solo developer workflow first, then only move toward teams once the individual utility is strong enough to stand on its own. What communities ... ... regular releases and answering their own issues is a solo developer. Someone who writes "solo founder" in a bio often is not. The fastest way to spot the real ones is their package or extension page, npm, PyPI, the VS

... days into launch and the pattern's clear ATS Integration (Greenhouse + Lever) is the feature people keep coming back to. Makes sense: nobody wants a great screening tool that still means exporting CSVs and living in two systems at once. Alongside that: AI resume screening that actually reads every resume, clean hiring reports, dual-currency pricing, and a live dashboard tying it all together. Also shoutout to everyone pushing back on default scoring rubrics (you know who you are ). That ...

... infrastructure cost, and the point about optimizing for the median user rather than the mean really makes sense. Appreciate it, thanks :) Comment from Robin de Lacroix(@robin_de_lacroix): @shivangit26  Spot on, thanks Prompt caching being the biggest lever is a great callout. Makes total sense that repeated context is where the money quietly leaks out, so caching it before even touching models is clearly the right order. And "cheaper output nobody checked is how you lose trust fast ... ... scary invoice and start seeing cost per feature per user. That tells you which feature and which cohort is actually driving the bill, and it is almost never spread evenly. Once you can see it, the biggest customer side lever

... launch a SaaS solution for my clients. I think this could be useful for startup founders who are trying to validate their business models. Because let's be honest, time is the most valuable resource. Sometimes the biggest lever is deciding what NOT to do. Question is, are you dedicating your valuable time in solving a hard enough problem that people will be willing to pay for? I launched Hello Inbox as a one-page checklist on Hacker News ...