Teams don't build the wrong things because they don't care. They build them because every tool breaks the chain.
I'm a PM at Walmart. I watched this happen for years. So I am trying to build the fix. Zeaota.ai takes your raw customer signals/feedback and closes the entire chain:
Clusters signals into scored, evidence-backed opportunities
Forecasts delivery from your real backlog
Generates a complete spec user stories, Gherkin criteria, UI proposals
Exports directly to Cursor or Claude Code Signal in agent-ready specifications.
Nothing is lost between. It's in beta. It's free. Please try it and provide me your honest feedback(Good or Bad). I will read every reply personally.
Link: Zeaota.ai

Hey all,

My name is F lix Isaac Cohen and I'm a 16-year-old founder. I'm currently working on MyHealth Cost Navigator (MHCN), a platform designed to analyse itemised medical bills, flag errors and give patients actionable next steps they can take to reduce their medical expenses - as well as help finding the most affordable medication options.

Hey Product Hunt, I m Dan.

I m a product designer and engineer from Noosa, Australia, and over the years my work has sat across technology, media, and design. More recently, I ve been building Lucid, a transparency-oriented news platform designed to help people compare coverage, identify bias patterns, and make better-informed decisions.

What the work has taught me is that the problem is rarely a lack of information.

Most people are not starved of content. They are navigating what I once described as carefully shaped slices of reality where headlines, ranking systems, editorial incentives, repetition, and platform mechanics all influence what reaches us before we ve had a chance to make sense of it ourselves. That idea became the basis for The Architecture of Attention.

Hi everyone

I m Paul Mar chal, one of the co-founders of LoupiXa.

Hello!

I'm Athena.

Hi everyone, Joshua here.

I m a Python Engineer with over six years of experience building large-scale data systems, automation tools, and web scraping infrastructure. Over the past few years, I ve worked with job platforms such as Jobbyo.ai and OptimHire.com, where I built and maintained large-scale job scraping pipelines.

Currently, I ve developed 40+ job scrapers capable of collecting and processing over 50 million job listings globally. These systems are designed to handle complex site structures, dynamic content, rate limits, and large-scale data ingestion while maintaining reliability and efficiency.

I m very interested in contributing this infrastructure and experience to startup teams or co-founders who are building job platforms or tools that help job seekers. I believe there s a lot of potential to improve how job data is collected, structured, and delivered to users.

Hey! I'm Jonathan, solo founder based in Manila. Previously at Google (non-engineering role).

I've been building Svara (svarapi.io), a REST API that lets developers send native voice notes on LinkedIn, Telegram, WhatsApp, and 6 other platforms with a single endpoint.

The backstory: I was building a LinkedIn outreach tool and needed to send voice notes programmatically, but couldn't find anything that did it. So, I figured out how to deliver native voice notes (the real blue waveform on LinkedIn, not links or attachments) and turned it into an API.

One POST request, you send us any audio file, we handle format conversion and deliver it natively on whatever platform you choose.

Hi, I'm Divine, an AI & automation engineer obsessed with taking complex, human-operated business processes and turning them into seamless, autonomous software logic. I love living at the intersection of traditional programming and modern AI. Today s businesses don't just need basic API connections; they need intelligent systems that can make context aware decisions. I design and build those systems.
I also test software the way real users experience it, not just the happy path. My work covers functional testing, UX audits, and bug documentation across web platforms. I move through products methodically, from authentication and account flows to vendor dashboards and payment forms, and I document every finding in a format developers can act on immediately.
If you need someone who can find what is broken, explain it clearly, and help your team ship with confidence, I can do that. I'm ready to support your product.

Hi everyone!

I m Mustafa, currently building EconCalendar AI, a tool that helps traders understand economic events that move markets.