... market: I speak Portuguese, Mariana is Portuguese and my wife is Brazilian. We ran a test in Portuguese. We recruited 100s of Brazilian users in three weeks, mainly thanks to Ting on WhatsApp. IYKYK . December Based on competitors communications, social activity and web traffic, Ting appeared to have become the most-used scheduling agent of its kind. But the category was filling up. Sequoia had backed a competitor

... Hello all, just to introduce. I am a Startup founder, Technology thought leader and former corporate leader

... suddenly lose access to all AI. But what happens if , one day, access to the leading American models is restricted more broadly? We would still have European models, open-source systems we can operate ourselves, and Chinese alternatives. But there is no guarantee that another major power would never make the same decision to protect its own strategic advantage. AI is no longer just another software category. It is becoming infrastructure. It will shape education, healthcare, national security, research ... ... world are American, and Europe should continue working closely with the United States. But cooperation and dependency are not the same thing. Technological sovereignty does not mean refusing to use foreign technology. It means having a real alternative

... depending on methodology, which is its own lesson. Price-per-output tells a different story than raw capability. Cursor's Composer 2.5 lands in the top three on capability index while running roughly 10-60x cheaper than the leaders, so if you're optimizing purely for $/task rather than fewest tokens per task, the ranking flips entirely. The free tier landscape just shifted under everyone. Antigravity relaunched in May as a multi-agent suite with ...

... year, teams are seeing roughly a 37% gap between benchmark scores in the lab and how the same systems perform in the real world with cost swings up to 50x for the same accuracy. One survey of 650 tech leaders found 78% had an AI agent pilot running and only 14% had actually scaled one to real, org-wide use. The pilots aren't failing because the models are dumb. They're failing because "smart on a benchmark" and "reliable ... ... transcripts starts accurate and then decays, not because the model changed but because your users did. Which means it has to be refreshed from live traffic on a schedule, or in a year you have rebuilt the exact lab-versus

... users can review and correct the result before saving it. They can change the food name, portion, preparation method, quantity, or ingredients. When confidence is low, FitBin can request another picture, ask a short clarification question, or provide likely alternatives. In addition to taking pictures, users can search for predefined foods by name. Search results can include common foods, branded products, restaurant items, recent meals, favorite foods, and previously saved combinations. This allows FitBin to remain useful in situations where ... ... information For example, FitBin may explain that a meal provides enough protein for the user s muscle-building goal but contains more sodium than their remaining daily target. It may recommend a smaller portion or suggest a lower-sodium alternative

... Hi, I am Tarun. It's not hard to believe that the future workforce will for sure be AI Assisted ...

... Product Hunt! I m Andrea, a B2B tech marketing leader passionate about organizational growth and enablement. I m currently focused on helping teams of all sizes navigate the shifting tech landscape. That s why I m so excited about devs.ai it s an incredible resource designed to help any organization seamlessly scale and leverage AI, no matter their size or industry. I'd love to connect with fellow marketers, tech leaders

... thrilled to announce the integration of our Live Global Leader Board! After each daily game play, every player is prompted to opt in and add their game to the Global Leader

... their next 100 customers by doing live internet search. Building a fintech for debt collection? Just type any of the following: VPs of Risk at mid-sized NBFCs ($5M $50M ARR) posting about defaults / hiring underwriters want real-time alternative credit-reporting APIs VPs of Compliance at digital neobanks (50 200 emp), newly appointed, replacing manual KYC/AML with a consolidated real-time API CTOs at Series A/B fintechs (100 500 emp) tired of juggling vendor APIs want one unified identity ... ... sales communities These are still early days. I get a ton of messages from Jesse users on what to improve, and I personally read and act on every one. I d love your feedback especially from founders and sales leaders

... build in this space. But most of the platforms we use are American. Most of the tools we build with are American. Most of the AI products we talk about are American. In many SaaS categories, the market leaders are not European either. Even in the space where I m building, link-in-bio industry, the biggest player is Linktree from Australia. This is not an anti-America post. Actually, it is the opposite. I love what America has managed ... ... density. We need a European Silicon Valley mindset. We need something with the energy, speed, and network effects of Y Combinator. We need easier cross-border company building. We need investor-friendly structures. We need less fragmentation. We need leaders

... want to read the contract, it's that it's difficult to know what matters and what deserves closer attention. Flagging clauses that differ from standard market terms is a great suggestion. Helping buyers identify what's routine versus what may be unusual or warrant further discussion with their conveyancer is definitely an area we're continuing to explore. Feedback like this helps shape our roadmap, so thanks for taking the time to share it! Comment from Nolan Vu(@nolan ... ... genuinely hard to hold, and most tools quietly drop one side of it to make the UX cleaner. The fact that it came from a nurse background shows. That clinical instinct for what patients actually need to understand vs

... Starting June 1st, @Github Copilot moved to a usage-based billing model. Question for engineering leaders after this change: What's your team actually doing about it? Comment from Qifeng Zheng(@qifengzheng): usage-based pricing is the moment the 'just expense it' era ends for solo devs every prompt has a meter now. it's pushing me to watch which tasks actually need a frontier model vs

... Data portability doesn't make money." I heard this for years - from market leaders, from VCs, from people I respected. "This is a regulatory problem, not a technical one." "This is a feature, not a product." "People don't pay for idealistic things." <<Back story>> In 2019, my team and I went deep into Self-Sovereign Identity: wrote research papers, ran experiments, and found ourselves at the intersection of data, identity, and web3. Right at that ... ... really sure if the market would shift but I'm not complaining that it did :D We just thought we'd build something and open source it if nobody pays for it. But we wanted to put this alternative

... reading this recent @OpenAI article about Gartner naming OpenAI a Leader in enterprise AI coding agents : https://openai.com/index/gartner... . "Software development is becoming more agentic." This is a good summary of what is happening right now. We are moving from AI that helps you write faster, to AI that can take over tasks (actions, use tools, make changes, run tests, and bring the work back for human review). That is a very different behavior. The article gives Cisco ... ... step, ask for missing info, and route or act. Otherwise a button, form, search box, or automation is probably better. I m applying that lens to AnveVoice now. Voice only seems defensible when the visitor has intent and the alternative

... ambitious and thinking big Being disciplined and leading by example Staying curious and always moving with the times or even staying ahead of them Being able to inspire people around them Having natural authority and being more of a leader than a manager Making tough decisions, even under pressure Surrounding themselves with people who are better than them in certain areas Being transparent, even when things don t go according to plan Comment from Nika(@busmark_w_nika): @alpertayfurr ... ... Comment from Anders T.(@atherkildsen): @artem_fedorovich  "desperate hires reveal real standards" this is ice cold and completely true. who you hire when you're under pressure tells you everything about someone's actual values vs

... happening during the call itself: hesitation engagement shifts buying signals hidden objections The goal is simple help sales teams better understand clients in the moment, not hours later in CRM notes. We d genuinely love feedback from founders, sales leaders, and anyone working in AI or SaaS. Happy to connect with other founders, builders, marketers, and curious people here on PH! Comment from akram abbas(@akram_abbas): Hey Vu! Congrats on launching Insyghtful I automated a competitor

... Product Hunt I'm Sathish, founder of VibeLevel.ai I'm an AI/ML Engineering Leader & Builder most recently Director of Generative AI at PayPal, where I shipped a multi-agent developer assistant serving 4,000+ engineers, AI Gateway similar to ChatGPT Enterprise and inhour version of Thoughspot( Conv BI). I filled patent in 2024 in multi-agent architecture and Advanced RAG systems The problem I kept running into at enterprise scale: hiring people who can actually build with ... ... badges) VibeLevel Teams (measure and level up your workforce's AI fluency) VibeLevel Campus (university AI competitions where top performers surface directly to companies). If you're a hiring manager who can't tell who actually builds with AI vs

... really engaged . Director of Marketing Partnerships What proof do you have that Intros work? Team know-how: Teams report that participants remember critical knowledge with much higher reliability after completing their Intros program. Effective training: Leaders say they spend far less time chasing people to finish onboarding when they use Intros.us Consistent messaging: Organizations find it easier to keep messaging consistent across customers, employees, sales teams, and partners when Intros.us serves as a single source of onboarding content ... ... have a one-sheet I can share which will explain the product and show how it compares with alternatives

... project management tool for remote design teams. Here's exactly how we work." Feature lists Problem-solution paragraphs Vague benefits Specific outcomes Lesson #2: AI Loves Comparisons Even If You Lose This one hurt. I avoided mentioning competitors. Why give them free airtime? Wrong move. Every AI answer about your category includes comparisons. Always. If you don't provide the comparison, AI finds someone who does and that someone might be your competitor

... answer about your category includes comparisons. Always. When someone asks "best CRM for agencies," AI doesn't list one tool. It lists 3-5. And it compares them. The data: Content Type Citation Rate Pages with comparison tables +470% vs. average Pages that mention competitors

... marketing problem. They think: "Let the SEO team handle it." Here's why that's wrong: Your product is being evaluated by AI every single day. When potential users ask: "What's the best tool for [your category]?" "Alternatives to [competitor

... many found they were invisible. But here's what scared me more: Of those who WERE visible, 43% had incorrect information in AI answers. Not "suboptimal." Not "could be better." Wrong. Outdated pricing. Missing features. Wrong founder bios. Competitors credited for your work. And the average error sticks around for 4 6 months . Today, I'm sharing the full dataset: 1,000+ SaaS products, 75,000+ AI answers, and the hard truth about what's being said about you when ... ... analyzed 50 brands that discovered errors and tracked the impact. Error Type Average Revenue Impact Pricing error (higher than actual) 47,000 Pricing error (lower than actual) 23,000 (leakage) Missing critical feature 38,000 Wrong positioning (enterprise vs

... Minute Audit Step 1: Keyword Selection (5 minutes) Choose 20 keywords to audit: 10 branded keywords: Your company name Your product names Your founder/CEO name Your flagship features 10 non-branded keywords: "[Your category] best tools" "[Your category] alternatives" "How to [solve problem you solve]" "[Your category] vs

... Product Hunt! I m Prajol Annamudu , CPO and multi-startup product leader with a passion for building cloud-native products that engineers actually love using. Over the years, I ve contributed to several early-stage startups, helping teams turn complex problems into scalable, customer-first solutions. Currently, I lead Kubegraf , an AI-powered incident insight platform for Kubernetes, where I drive both the technical architecture and go-to-market strategy . Kubegraf helps DevOps and SRE teams detect, correlate, and resolve ...