... 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 ... ... volumes and requirements. 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 Serdar D(@serdarships ... ... 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

... restrictive? Comment from Simon Clark(@simonclark55): The 40x difference between video and image makes a single credit system especially hard to understand. Have you considered showing capacity separately for each studio? Comment from Muhammad Jahanzaib(@jahanzaib_ara): The image vs vodeo cost difference makes one shred credit balance pretty confusing. Comment from Raja Tashfeen(@_raja_tashfeen): I'd rather see ''2 videos left'' or '' 10 images left'' than a random credit number. Comment from Asad M.(@asadmalik901): @siarheihamanovich  Bounding ... ... queue with extra steps. Empty response and truncated job only, and the mangled face comes to my inbox. Comment from Asad M.(@asadmalik901): @jenniferdavis  Less restrictive, probably not. Less exhausting, yes, and I think that's the bigger 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 ... ... consciously override, which is a much weaker instrument and I don't love it. 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 ...

... 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 I hoped it was, and I found that out from your breakdown rather than another rejected test post. Comment from Jernej Jan Ko ica(@jernej_jan_kocica): Mine went through and there is not much to it. Form on the profile ... ... timing. At 167 that +20 was worth chasing. At 388 it is five percent, and two more threads at your current rate cover it. You are asking about it right at the point where it stopped being your biggest 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

... like one of those areas where better memory could matter more than a smarter model. a mediocre model with good context might beat a great model starting from zero every session. Comment from Alex Gidirim(@alex_gidirim): The completed-versus-self-reported distinction upthread is the right one to build around. Difficulty ratings drift the moment someone works out what they're used for, same as most self-reported signals once they become a 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 ... ... that's a proxy for reputation moving, same as it would if Google devalued a link category. the practical answer for founders is you can't budget for "AI visibility" as its own line item because there's no lever

... works if you answer it yourself first, otherwise it reads like a survey instead of an invitation. Comment from Abdullah Javaid(@abdullah_javaid3): For me it's not finding users, it's telling early which channel is actually compounding versus just spiking once. A reply in an existing thread that someone reads and clicks through beats a cold post with more impressions, but you can't tell the two apart until weeks later when one keeps sending people ... ... 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

... 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 ...

... 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 the morning of, because that's the datapoint this whole thread is actually missing. Weekly count and KP goes up tomorrow as usual. Comment from Asad M.(@asadmalik901): Monday numbers. Followers 89 to 131. KP 310 to 378 all time ... ... close to nothing. What moved was people arguing with me in comments in the days after, once I had stopped having anything to ask for. Six weeks in and the answer hasn't changed, I've just tested the alternatives

... 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 here and they are orthogonal. Blake in this thread argued the timeout should widen the ask, next person, different channel, before it means anything final. You are arguing it should narrow the action. Both run on the same clock and neither substitutes ... ... 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

... limited testers. They gave us the first feedbacks for us to make the app better. After we didn't succeeded with a try on LinkedIn, where the feedback was nearly zero, we are on our way to find good alternatives. Hopefully Producthunt will help us and I'am pleased to help you, if you like. Maybe we will make the world of apps a little bit better. Is my first day on this page and we are very excited what ... ... 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

... 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

... them to. Content is third, kept narrow and specific to the pain, the standup you forgot or the PR description you never wrote, so it builds search traffic that compounds. Community and stars I would treat as results, not levers, because they form once people already rely on the tool. The one thing I would settle before any of this is whether a solo developer gets value on day one with no manager in the loop. If it only shines ... ... 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 ...

... with web-only distribution (no MS approval needed) while building trust signals - Use a publisher or established partner who already has store access - Build an audience first (social media, PH launch, etc.) so Microsoft sees you as legitimate - Consider alternative stores or sideloading options The bigger question: As more people use AI to build apps, will platform gatekeepers become even stricter? This feels like the beginning of a new kind of "app inequality" where having a verified developer account becomes ... ... lazy to test: oldest device, cold start, no network, first-ever launch. The truly uncontrollable ones are the policy calls yours, Gal's payments case where the clock-reset is the whole tax. But for the crash/hang class, the lever

... 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 is usually not the model, it is the surface you give them. Free text in means unbounded context and unbounded output. Structured inputs, sensible defaults, and a cap on how much context a request can pull cut spend before ... ... ship any of it without evals in place. Cheaper output that nobody checked is how you lose trust fast. Comment from Robin de Lacroix(@robin_de_lacroix): @shivangit26  Spot on, thanks Prompt caching being the biggest 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 ...

... fine on day one and then quietly loses the user by week three. Something eats their week and they never build the habit. I'd love to hear how you all fight that. Streaks are the go-to gamification lever, but I think most implementations get it wrong. Daily streaks punish a single slip, reset you to zero, and make you feel like a failure, which is the fastest way to make someone quit the thing entirely. I just shipped ...

... Food service: 13.3% from reviews and social content Why this matters for you Your website is the single largest identifiable source of your brand's AI visibility. Not Reddit. Not social media. Your own domain This means the strongest lever you control is your website. Keeping it accurate, structured, and crawlable directly influences how AI reconstructs your brand narrative . AI models synthesize patterns from structured, accessible content. The evidence is there. The question is whether you are acting ... ... Comment from Gal Dayan(@galdayan): The per-model breakdown is what I find most actionable. If your target audience primarily uses Perplexity, directories and third-party listings matter more. If they're ChatGPT users, listings at 48.7% is your lever

... mind. So why does this keep happening? Because your ESP isn't built to help you. Look at how they charge you. Nearly every ESP prices by the number of contacts on your list. Now look at one important lever for fixing deliverability purge your unengaged subscribers. That cohort of un-engaged contacts sitting in your account? They're a big part of the reason Gmail is sending you to spam. Cutting them is the single most effective thing ... ... 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's what they actually control: the only deliverability lever