What are you building? Drop your AI product below

What I am building : Operato AI - self-serve AI Visibility platform to help brands understand and improve how AI Assistants refer to them.

We run an automated weekly scan through ChatGPT, Claude, Perplexity and Gemini.

You can test the product for free via our 14 day free trial.

I'm building Second Read Studio, an AI editorial workspace that helps writers review suggested edits while keeping control of their drafts.

It's for technical writers, developer advocates, product marketers, and founders.

The hardest challenge right now is adding team collaboration while preserving each writer's editorial preferences and decisions.

Hey Product Hunt community! 👋

I’m Simamkele Ncetezo, the creator of WhisperLink.

Social media is great, but algorithms and public comments often filter out what people actually want to say. I wanted to build the absolute fastest, most frictionless way for creators, influencers, and friends to get genuine, unfiltered, and honest messages from their audience.

That’s why WhisperLink requires zero sign-ups.

🚀 How it works:

1. Pick your name — No lengthy onboarding or account creation.

2. Get your unique link — Generated instantly.

3. Share it anywhere — Dropped right into your Instagram Bio, X/Twitter, or TikTok.

🔒 Built with privacy and simplicity in mind:

We wanted to strip away the clutter of traditional apps. It’s just pure, anonymous communication without the tracking or data hoarding.

I’d love to know what you think!

• What features should we add next? (e.g., custom themes, spam filters, image replies?)

• How can we make it even better for your workflow?

I’ll be here all day to answer your questions and chat. Thank you so much for the support! 🤫✨

There is the link: https://whisper-inbox-link.lovab...

Daybreak: an AI job search agent. It finds roles worth your time, tailors your résumé from your real experience, and fills in the application in one click. Launching here Nov 4: https://www.producthunt.com/products/daybreak-4

What I'm building: Doberman: The watchdog to stop your AI before it goes rogue. It's a two layer security guardrail running on a pass/auth/block system, with a deterministic core that stops obvious threats like leaking keys, mass deletes, force pushes etc. The second layer is a dynamic security that learns your use case slowly adapting the security measures to match your style so eventually Doberman silently guards you in the background.

Who it's for: Broadly, anyone who uses AI. Currently devs and SWE who use Claude code, Codex or any coding agent that has MCP access.

Hardest Challenge: Growing the project, getting enough test users so I can create a warm security baseline to minimise decision fatigue. From my own experience, the biggest issue with existing AI guardrails is that it is overprotective in the wrong places creating decision fatigue while still letting dangerous actions through.

Product Hunt Page: https://producthunt.com/products/doberman

Github ( Apache 2.0): https://github.com/DobermanCore/Doberman-Core

Im building - FounderFloor
FounderFloor is an online trade-show floor which lets founders experience a online start-up expo which comes served as a gamified website.

The key audience of this website are small founders who arent yet to be discovered.

But the hardest part of what i am trying to create is that it is an online space, which needs people to be there and active, so technically i am that small founder that i am trying to help others, but i cannot give up as i have spent a while making this.

Also i am giving out 25 free Founding Member subscriptions which are limited to 100 people, with this the early members will get exclusive perks in future updates if this does go somewhere.

Lastly, if you want to try it and help out here is a link: https://founderfloor.net/
Looking forward to hopefully seeing some people there!

Building Monument Patron — an interactive monument discovery experience where brands and companies can become patrons of individual monument plates and gain lasting visibility inside a premium digital collection.

It’s for brands looking for a more distinctive form of digital presence than another banner or sponsored post.

The hardest part we’re solving right now is making digital patronage feel genuinely valuable — balancing historical discovery, beautiful presentation, and brand visibility without turning the experience into advertising.

Product Hunt: https://www.producthunt.com/products/monument-patron

Would love your thoughts.

We are building ReviewCook - AI Review Management to help businesses collect more reviews becuase why let the negative reviews make all the noise!

Building NativeFlow , a way for language learners to watch real YouTube content without getting lost.

It’s for people who are past the beginner stage but still struggle when native speakers talk fast, use idioms, slang, or expressions that subtitles don’t really explain.

You watch a real video, tap a sentence you don’t understand, and NativeFlow explains what it means in context — then you keep watching.

Starting with Dutch learners, but the bigger idea is an understanding layer for authentic content in any language.

Hardest part right now: turning the initial “oh, this is useful” moment into repeat usage. People are trying the explanation experience, but I’m working on making the watch → understand → continue loop strong enough that they naturally come back.

NativeFlow: nativeflow.life

I’d especially love feedback from anyone who learns languages through YouTube, Netflix, podcasts, or other native content.

Briskly Explainer Video

• A guarantee you'll have a clean house in 15 minutes

• People who have surprise guests coming round with no notice + messy people who hate cleaning

• Marketing - it is the hardest part of creating an app. Why would anyone care/try it and getting people to share it.