... wellness trends in one platform. Instead of asking users to manually search for every ingredient and enter every serving size, FitBin allows them to take a picture of a meal. The application identifies the visible food items, estimates portion sizes, calculates nutritional values, and presents the results for confirmation before adding them to the user s dashboard. The goal is not merely to tell someone how many calories are in a meal. FitBin is designed to answer a more useful ... ... application analyzes the image and attempts to identify: Individual food items Beverages Estimated serving sizes Preparation methods Possible ingredients Potential allergens Calories and macronutrients Fiber, sugar, sodium, and other available nutrients Estimated liquid and water content Because image-based portion

... building FounderFlow around a painful founder experience. I opened an important government-related email. I completed one portion of the required survey. I believed the responsibility was finished. Another required portion

... compliance. https://www.producthunt.com/prod... 3. DishDraw every menu in one app; search the dish, not the place Restaurant info is a mess: menus are PDFs, half the links are dead, and almost nothing shows the real dish, the portion, or an up-to-date price. DishDraw makes menus searchable type "schnitzel," see every place that serves it, sorted by distance, with real prices and portions

... What's coming next 1. Nutrition logging that doesn't feel like a chore Snap a photo of your meal or just describe it in plain text we'll handle the rest. No more searching databases and weighing portions. 2. Gamification think Duolingo, but for your health Consistency points, challenges, and rewards designed to make building healthy habits genuinely fun. Because the best health app is the one you actually open every day. Where we need help We have ...

... pretending you don't have one. Comment from Austin Buhl(@austinbuhl): We've incorporated spreadsheets natively into our app through Salestrics Workspace, which solves a lot of the issues mentioned. However, I'd say my least-glamorous spreadsheet-shaped portion of my scope is my product plan, which has around 4k rows of tasks dating back to when Salestrics was a completely different project ...

... still making presentations... On that note, I am thankful to you for introducing a simpler way to make presentations by feeding it everything. Comment from Roy Kek(@roy_kek): Slides design is the most time consuming portion for me Comment from Nolan Vu(@nolan_vu): formatting. every single time. i can have the whole story in my head, content done, message clear, and then i spend 45 minutes making sure the bullet spacing on slide 7 matches slide ...

... think we'll ever shut it down. Unless it hurts shareholder values Comment from Mona Mehta(@mona_mehta): I think governments will probably think of certain restrictions but AI as a core technology will remain. Because if a huge portion of the population remains unemployed, it hurts the overall economy as well. I don't claim to be highly educated or informed in this regard, but yes that's what comes from the top of mind when answering this question ...

... looking for early feedback. The idea is simple: if someone pays a financial advisor based on assets under management, what would it look like to keep part of the portfolio advisor-managed while maintaining a self-directed shadow portion that follows the advisor s allocation changes? ShadowPlan helps users: Estimate potential advisory-fee savings Create a managed vs

... agents to securely make payments through. You can whitelist domains, set spending limits, and be alerted on suspicious proposed transactions by your agents. We all are looking to use AI to our benefit, and having an agent handle a portion of your buying will be yet another way you can save time. We're looking to facilitate that by keeping this process secure. Here's the link to our website: agentpays.dev Please reach out to me over email: reagan@agentpays.dev ...

... wanted something simple that actually sends alerts and lets you reorder from suppliers in one click. What I shipped: Automatic low-stock alerts One-click supplier orders via WhatsApp, PDF, or Email Restaurant mode with recipe & portion tracking POS integration (Stripe + Square) Multilingual: FR / EN / NL My biggest launch lessons so far: Don't wait for "perfect" bugs will find you in production anyway Unit mismatches (kg vs

... feel) based on where I'm at with my business and ultimately to find a partnership based on profit splits and sweat equity - anytime a dollar comes over the line through the brand you would get a healthy portion of that too. My goal is to eventually have multiple online courses, books, corporate events and mastermind groups to support people getting out of their own way to get shit done. I'd love to share this journey with someone ...

... large number of users and transactions, your infrastructure must be designed accordingly, which adds to the investment. Where the Budget Actually Goes To understand the average cost clearly, it helps to see how the budget is distributed. A significant portion is spent on building the core system, including the tokenization engine and backend infrastructure. This is the technical foundation that allows assets to be digitized and managed. Another major part goes into compliance and legal structuring. This ensures that ...

... dish expecting one thing and got something completely different? We've all been there. MenuAR lets restaurant diners point their phone at a menu item and instantly see a true-to-size, photorealistic AR preview of the dish portion size, garnish, plating, everything before placing the order. For diners: No more guessing. See exactly what you're getting size, quality, how it's plated. For restaurants: Higher order confidence = fewer complaints, more upsells, happier customers. We're starting with restaurants ...

... just letting it rip . I m very curious whether others have struggled with free trial versus freemium and whether doing both is a bad idea (I m leaning towards that being a yes by the way). I also wonder if we are giving away too much for free and should be feature gating more. The challenge then shifts from a pricing perspective vs

... According to @RevenueCat 's State of Subscription Apps 2026 report, " hard paywalls convert 5x better than freemium, but with significantly wider variance." Day 35 download-to-paid, freemium vs. hard paywall Does access method impact download-to-paid conversion within 35 days? Quoting the report: Median D35 conversion sits at 10.7% for hard paywalls. Freemium is 2.1%. That gap alone should make you pause. But the more revealing part is the distribution. Hard paywall top decile apps approach 40% conversion ... ... from Chris Messina(@chrismessina): @david_martin_suarez  yes, you're right but I do wonder if a similar trend will migrate to desktop/web... Comment from Chris Messina(@chrismessina): @alexeyglukharev  which space are you in? Who are your competitors

... compatible endpoints. LLM Presets: You can save various provider presets, being able to freely switch between them. If your primary API throws an HTTP error, you can also configure a fallback rank so the tool automatically retries using the alternate LLM presets you've configured. Diff Exclusion Globs: You can exclude minified assets, *.lock files, PDFs, etc., from the LLM analysis to save tokens, while still officially committing them. Advanced Git Tooling: Message generation doesn't work just with commits ... ... repository cache of managed commits, browsable via cgen history with native git show integration. A quick note on development: While the project is rigorously human-reviewed and heavily backed by strict unit testing (matching CI coverage gates), a large portion

... point, there are more users, and their expectations start to differ. So how do you decide which features will, or won t, be implemented? The most common approaches I ve personally seen are: Whether the request comes from paying vs. non-paying users Whether the feature aligns with the product vision (and isn t just fluff) How demanding the feature will be to build How many people are asking for it (size of demand) I worked in technical support ... ... figured other users could benefit. Whether or not I am correct will ultimately be determined by 1. Good marketing (for which I need help ... did I say HELP), and 2. User adoption. There's also a Users "needs vs

... focused entirely on tracking, without the bloat. To make logging as frictionless as possible, I integrated computer vision. Instead of searching through massive databases, you just snap a picture of your plate. The app identifies the food, estimates the portion size, and logs the macros and calories instantly. Here is a quick overview of the core features: Smart Scanning: Take a photo to log your meals. It also syncs with your phone's health data to calculate calories burned ...

... rather yesterday), Jack Dorsey announced nearly a 50% layoff, explicitly citing AI as the reason. So I m curious about your perspective: What will all of us (or at least half of us) do when AI replaces a large portion of our work? Will you go back to manual trades/craftsmanship? Among my friends, many of whom are currently in developer roles, I ve noticed they re enrolling in various craftsmanship courses (since, for now, they still have the time ... ... What I m seeing is that AI compresses teams. The same output can now be achieved with fewer people, which changes hiring math more than it changes human value. The real shift, in my opinion, is not manual trades vs

... modernize everyday banking. At its core, JabaPay asks a direct question: Can a mobile app replace traditional EFTPOS hardware while increasing trust in digital payments? The Problem JabaPay Targets Two major insights shaped JabaPay s direction: A significant portion of users prefer cash to avoid data theft risks. Vendors pay recurring monthly fees for EFTPOS terminals. This creates a dual inefficiency: Consumers hesitate to adopt digital payments fully. Merchants incur operational costs just to accept card payments. This Idea Usher ...

... consistently in R&D, university research, and industrial policy for decades. That kind of ecosystem depth cannot be replicated in a few years, regardless of funding announcements. As for the 1 trillion R&D fund, a significant portion is being allocated toward education and talent development, such as introducing AI and related subjects in schools and universities. That is important, but its impact will likely be visible only over a 5 10 year horizon. Because of that ...

... widely seen as the best. And Sonnet is definitely a high-quality model. BUT if you re building a SaaS product powered by AI, pricing is important. It directly impacts margins, scalability, and how competitive you can be. If alternatives are only a few percent behind at 3 7x lower cost (+ you can train them to achieve better quality), that gap is hard to ignore. If there is a way to bring Sonnet closer to Haiku pricing, that ... ... Opus and Codex. Less to clean up when finalizing the feature. Fewer bad-coder behaviors like deleting tests that are failing to get a passing test suite. Comment from Sacha MORARD(@sachamorard): @alina_petrova3  I agree! There are alternatives

... when it comes to actually applying, filling forms, reviewing details, completing steps, behavior still clusters around a desktop, work-context flow. We re not concluding don t build mobile. We re questioning when deep mobile investment actually moves activation, versus when a focused, low-friction desktop experience matters more. What signal convinced you that mobile was worth building deeply, not just sticking with web? Comment from Viktor Shumylo(@vik_sh): @markus_kask  That s a really interesting point. Younger ... ... stuff. Comment from Viktor Shumylo(@vik_sh): @alpertayfurr  That s exactly where we see the biggest drop-offs. Once users have to move from intent to actually setting things up or taking the first real step, a noticeable portion

... produce professional grade content at scale. The Product Hunt Launch Gift To help this community build faster, we are offering 5,000 free credits to all first time users. This is enough to help you automate a significant portion of your next project. How to claim your 5,000 credits: Create your account at FluidFit.ai . Email us at marketing@fluidfit.ai with the subject line "Product Hunt 5K Credits". Our team will manually load the credits into your account. This offer ...

... Chaubey(@rohanrecommends): Staying consistent is the #1 problem :D Comment from Siful(@getsiful): For me, it s the daily decision fatigue . After a long day, I don t want to think about what to cook, check ingredients, and plan portions. I want a clear answer ...