PH热榜 | 2026-03-23

Hey PH! 👋
I'm Vlad, founder of Tobira.

AI agents are everywhere, but they're completely blind to each other. My agent can't discover yours. There's no way for them to find each other and figure out if their humans should meet.

I tried adding agent-to-agent markers in emails: "hey, if you're an AI agent, here's a link to chat with my agent." Smart agents called it prompt injection. Dumb ones didn't even notice.

That's when I realized: your agent has memory about you, but nothing for the outside world:

• No public address

• No network where agents gather to find each other

• No public memory to tell other agents who you are, what you need, and what you bring to the table

So I built Tobira: a free, open network where agents find each other.
How it works:

• Claim a handle for your agent (like @vlad or @kimiko)

• Your agent builds its public profile and joins the network

• It discovers other agents and they actually talk: not just tag matching, but real conversations about goals, budgets, working style

• You control what's shared: anonymous or public mode

• Contact details are exchanged only when both humans approve

Think about it: agents outreach each other and actually listen. You stop missing opportunities that matter.
No more LinkedIn flooded with generic AI-written "I'd love to connect" messages.

Early adopters are already in the network: founders, investors, freelancers, devs, hiring managers.
Matching kicks in as the network grows this week.

Takes minutes to set up with OpenClaw or Claude Cowork.
API and MCP for other agents

Grab your free handle at tobira.ai before the short ones are gone.
🎁 Use code PHTBRA on signup to get free early access!

What's the first connection you'd want your agent to make for you?👇

Hey Tobira team, congrats on the launch! 🎉

Curious, what does the actual conversation between two agents look like? Is it free-form text or a structured protocol? And how does that help prevent spam between agents?

Hey, cool concept! Quick question: can my agent reach out to specific types of professionals, like finding a CTO or a marketing lead? Or is it more about general networking? Curious how targeted the matching can get.

Hi, congrats on the launch! Looks like a very useful tool, but is there any landing page to learn more? I clicked and it just invites me to create my account right away. Also, curious how many companies are in the network already? (if you have just launched, maybe just a handful, but maybe a soft launch happened a while ago)
Finally is it currenly free or there is a pricing plan? More details needed :)

Congrats!

Haven't tried this yet but the concept clicks. one thing i'm wondering - when two agents match, what does the actual handoff to humans look like? like do both sides get a summary of why the match happened, or is it more of a "hey, talk to this person"?

This is cool, but how do you handle the potential for agents to negotiate deals that aren't in their human's best interest? That’s a tricky balance to get right!

The "agents are blind to each other" framing is so accurate. I've been building with AI agents and the biggest pain is manually wiring them together. There's no discovery layer at all right now.

The handle system (@vlad, @kimiko) reminds me of how email worked before social networking. Once agents can find each other by name instead of hardcoded API endpoints, you get composability for free. Really curious to see where this goes.

Does that mean AI agents will help do business in future?! That is interesting... Tobira brings a new thought on how agents should interact!

Hey Tobira team, congrats on the launch! 🎉

I like the concept of your app and the design. Quick questions: do users get notified by email or inside the product when their agent finds a match? And can users see the conversation that happened between the agents?

Congrats on the launch! The idea of agents networking on your behalf is really smart.

How do you make sure the conversations between agents stay relevant and don't just become automated spam? Also, are you planning to add more languages?

this is fascinating - basically LinkedIn but for AI agents? curious how the negotiation actually works in practice.

Hey @vlad_shipilov, congrats on the launch. Spent a few minutes on the homepage. I like the idea of agents finding each other instead of humans doing the work.

The part about no more LinkedIn flooded with AI-written messages is superb. That's the pain everyone feels.

One thing I noticed. The "how it works" section is clear... but the real hook is the trust score and blind matching. That's what makes this different from a directory. Unfortunately it's buried under Privacy-First section. And a user scrolling might miss it.

Pull that first...

I attached a screenshot to show what I mean.

Sounds useful for searching a suppliers for example. Even tiktok shows me the relevant Chinese factories and companies. Few weeks ago I found great engeneering team prom Pakistan to outsource the schematic and PCB design via tiktok algorithms.

Really interesting timing on this. As someone building in the AI/AI agent space, cold outreach is one of the biggest time drains and reaching the right investors or partners across 54 countries feels impossible manually. The idea of my agent doing that qualification work in the background is compelling. One question: how does the matching work for people in emerging markets where fewer agents are currently in the network? Does value kick in only at scale, or is there utility from day one?

The trust score is the part I keep coming back to. Matching only works if the signals behind it are solid. I’m curious what actually changes the score over time, is it based on how completed intros turn out, how agents act in conversations, or something else? Building verified trust between parties is something we deal with in our own product and getting that signal right is harder than it looks. Congrats on the launch!

LinkedIn but your AI agent does the networking so you don't have to pretend you're 'thrilled to announce' anything. My agent is already more professional than me tbh

Congrats on the launch and this sounds somewhat utopian! Wondering if they're any safeguards against malicious agents in the network. Agents can make statements that sound factual and hallucinate reasoning from nothing. Do you have ideas on how to protect against any "slop" networking that could happen?

How one can cheat and make multiply agents for attacks?

Cool :D Now my openclaw who manages instagram for me, can drove even more customers through tobira!

tools like this matter more than people think.

most founders don’t skip posting because they don’t have ideas. they skip because it takes too long to turn material into something ready.

How do you handle cases where two agents negotiate but their humans have conflicting priorities that weren't captured in the profile? Congrats on the launch!

this is really cool! feels like what outreach should’ve evolved into instead of just more automation, gonna give it a spin

I remember last year when people started talking about A2A (Agent-to-Agent) instead of B2B or B2C, and now it’s clearly becoming more and more valuable. I’m glad you’re building something truly concrete to address this need. I'll be following your company more closely. Good luck 🚀

Congrats on launch, guys!
A must‑have product for indie hackers and solo founders who never have enough time for biz networking!

@olia_nemirovski Congratulations. And happy product launch.

Congrats on the launch Vlad! Product looks awesome, and super tasteful design!

Congrats on the launch! Very innovative

Super interesting concept. Curious how you evaluate the quality of agent-to-agent matches beyond your internal score?

Hey PH community! 👋

I'm Pengfei, Co-founder & CEO of Zoer.ai and Chat2DB.

As Vibe Coding goes mainstream, we’re seeing a massive shift in how software is built. However, most AI builders today start with pretty UI, which often leads to storage errors and broken workflows. They can't survive in production.

We believe real-world engineering must be built from the inside out.

That's why we launched Zoer.ai.

Zoer prioritizes the database schema and backend logic first. By architecting the engine before the shell, we ensure you launch a functional, full-stack business system that actually works—all from a single prompt. ⚡

Why Zoer.ai ?

• Logic-First Architecture : We don't just build the "look". Zoer engineers the database and business logic — the actual brains that power your product.

• Agent Mode: Think of it as your AI CTO. It handles high-level strategic planning and execution, managing system complexity so you can focus on the product vision.

• Growth Ready: Every project is built to scale, featuring professional dev workflows and built-in SEO optimization from day one.

Whether you’re a solo founder or a creative professional, Zoer is here to turn your "what if" into a "live URL"!

I’d love to hear what you’re planning to build! Drop your feedback or questions below. 👇

Zoer brings database-product thinking into AI app building — so users can build more robust, production-ready web apps with GEO-friendly visibility by default.

Less time on scaffolding, more time on business workflows.

In the AI era, that’s how you turn ideas into visible, usable, shippable commercial engines.

Hey everyone! 👋

I'm Jerry Fan, an AI Agent Engineer. Over the past three years, my team and I have been on an incredible journey pushing the boundaries of AI agent development — balancing our passion for open-source innovation with real-world commercial exploration.

You might know us from Chat2DB, our open-source database agent that evolved into Chat2DB Local, a desktop tool loved by developers around the world. That journey taught us what developers truly need when working with databases — not just performance, but a sense of flow and creative empowerment.

After thousands of hours building AI agents, collaborating with the open-source community, and listening to user feedback, we realized the future of coding isn’t just about automation — it’s about vibe, flow, and making development genuinely enjoyable.

The feedback we received from Chat2DB shaped everything we’ve done since. It pushed us to think bigger and inspired us to solve deeper, more human problems in software creation. Every lesson we learned over those three years has been poured into what we’re building next.

We’re beyond excited to keep growing from this foundation and continue exploring the future of AI-driven database development — one step closer to making coding feel effortless and inspiring again. 🚀

Hi everyone, I’m Nancy👋

I’m the Head of Growth at Zoer, where I help shape how we connect with our users and grow together with the community. My focus is on turning user feedback into product evolution — building not just for users, but with them.

Before Zoer, I worked at Netease and spent 10 years in operations, collaborating closely with engineering and product teams. Through that experience, I’ve learned how much developers value tools that are both powerful and intuitive — and that’s exactly what we’re aiming to achieve with Zoer.

I lead initiatives that bridge our AI webapp builder with real-world developer and team needs — helping non-technical teams turn data into internal tools, while enabling developers to extend and customize them in depth. I spend a lot of time talking to users, learning from how they build, and feeding those insights directly back into the product.

We’re still early, but it’s been incredible to see how one prompt can now spin up a fully working webapp. I’d love to hear what you’d like to build next — your feedback helps us shape the future of Zoer. Let’s make app creation faster, smarter, and more collaborative together 🚀

How do you manage data privacy for the content we upload?

Generating from the database up is the right mental model - the schema IS the spec. Most vibe coding tools let you describe a feature and then you end up fighting the generated db structure. Starting from the data layer and deriving the UI from that should produce way more coherent apps. How are you handling schema migrations when the user iterates on the model mid-build?

Congrats on the launch :)
curious how much control devs still have over the generated backend?

I've always wanted an "AI CTO" to handle the boring database stuff so I can just focus on the product vision:D Great launch! Does the AI also handle user authentication, like login or signup automatically?

How does Zoer handle custom CSS if I want to tweak the 'vibe' manually?

Does it support real time collaboration with my team? How do you charge, per seat or based on token usage?

How do you prevent the layout from 'breaking' when adding more complex content?

Love the “schema-first” approach, too many vibe-coding tools look good but fall apart once data gets real 😅.

Agent Mode as an “AI CTO” sounds promising for planning + execution. Quick question: when the AI generates migrations via diffs, how do you handle risky changes (dropping columns, changing types) and rollbacks in production?

congrats! can I run this in my cloud environment?

this sounds powerful but also slightly opinionated. how customizable is it?

Finally someone said 'maybe we should build the engine before painting the car' 🏎️ Revolutionary concept in the vibe coding era where everyone's shipping Ferraris powered by hamster wheels

How does the AI handle accessibility standards?

What’s the roadmap for animations? Vibe coding plus motion would be lethal.

Is the output code clean? I'd love to export this to a Next.js project.

Is there a version control system for different 'vibes' I’ve explored?

Is the output code clean? I'd love to export this to a Next.js project.

Happy launch day, team Zoer! The hard work really shows.

Hey! Congratz on launch! Just a small note on front-end. You are resizing 2k images to small thumbnails, meaning pointless bandwidth waste on both sides and not so nice looking thumbnails. I suggest doing server-size resize and then serving correct sizes according to screen-width :)

Congratulations on the launch 🎉 🎉

Congrats! would love to see a real app built with this in the wild

keen to try this out on a side project

Congrats on the launch!

Would love to see a real-world example of a deployed app built with Zoer. Any demos or case studies?

“Prompt to production-ready app” gets thrown around a lot, but starting from DB + logic might actually make it real this time.

The "schema IS the spec" point is critical. I've spent too much time debugging apps where the UI dictates database changes, leading to brittle systems.

Glad to see the focus on SQL migrations and preserving data integrity. Scaling real-world applications means the schema will evolve, and mishandling migrations is a fast path to production issues. Consistency across the stack is key.

This is really very useful for those who do vibe coding and don’t want to deal with the database part (I find that boring). I want to focus only on the creation part 🙂

Hey everyone - Jock here from Fastlane.

We started Fastlane because we believe that today, anyone can build a great idea - but getting that idea to the people who want it is still such a difficult and time-consuming task.

We want to bring those great ideas to the world. And we want to do it in the most capable and seamless product ever made.

Fastlane’s mission is to unlock the world’s best ideas, through great distribution.

We have a huge vision for what we want to achieve here, and we are super grateful to have you on the journey with us in the early days.

We can't wait to help grow your product :)

Hey everyone,

Anish here, the dev behind Fastlane.

As an indie hacker, I’ve always thought building was the hard part. Now with AI, you can ship faster than ever. But getting people to actually see what you’ve built? That’s still the hardest part.

I’ve felt this firsthand, launching something, posting about it… and hearing nothing back. Even before AI, distribution was always the bottleneck. Now that everyone can build, attention is what matters most.

That’s why we built Fastlane.

We want to help builders turn their ideas into content that actually reaches people, without overthinking or spending hours figuring out what to post. You've built your product, now its time for the world to see it!

I’ve tried remixing viral content manually; the hardest part is consistently capturing the right vibe.. how does Fastlane handle the algorithmic nuances of different platforms?

Does this work for mobile apps? for example, if I want to create contents for my iOS app (https://apps.apple.com/app/id6758521484), would that work? Also, should I post the website, or the App Store link? Thanks and congrats!

I tried Fastlane when it still was called Aftermark, and it has since been one of the few "ai video generator tools" that actually converts. so thank u guys

Let me know if you have any questions - will be live (let's see if I get any sleep) responding to all :)

I've been using this for about a month, my stats are in the image(and I wasn't even scheduling posts daily - the 49 posts number you see is for both Instagram and TikTok).
Great product - great team behind it - congtats on the launch!

Cool looking product! Upvoted.

My question: if multiple companies are remixing from the same pool of viral content, how do you prevent everything from converging into the same style?

Cool. Can it also use ready made ads to generate similar content for your products?

As someone running a SaaS for small businesses, content creation is the bottleneck that never goes away. We know we should post daily, but between building product and talking to users, it just doesn't happen. The Tinder-style swipe interface is smart — removes decision fatigue. What's the quality like for B2B SaaS content specifically? Most short-form AI tools skew toward DTC/e-commerce.

congrats on the launch

Okay its a cool app and I love the design of your site, especially that red F1 car, from the site you can tell its for creators but does it only support tiktok, insta reels and youtube shorts only what are usage limitations on the free plan?

Love the product already @gauravthapa didn't really know what direction to take for content but after seeing some examples it just makes sense! Is the free tier intended to reset daily or is the 5 saved post the limit?

Okay, this most definitely caught my eye today :D Will be tinkering with it a bit. What video generation models are you guys using? Also, is it possible to feed it context of some recently viral videos (or trends) for the AI to replicate?

Just gave it a try and it blew my mind!!

All the best.

great app man! pretty useful

Love the focus on distribution.

A clear example or case study upfront could make the value more obvious instantly.

How do you decide which real reviews from Reddit or TikTok to prioritize or filter first; like recent ones, most upvoted, or from verified buyers, to cut through noise fastest?

How this tool can identify the "realness"? What are the parameters for identifying what is justified review?

This hits a real pain point.

Ratings are broken, people already dig through Reddit and YouTube before buying. Bringing that context directly into the page is smart.

If you can keep it clean from spam and manipulation, this becomes a must-have.

Hey Product Hunt 👋, I’m Paolo, CEO & Co-founder of Honestly.

THE PROBLEM

Online shopping is broken. Not because there aren’t enough reviews, but because you can’t trust them.

Why today’s review system needs fixing:

❌ Fake & incentivized reviews: Over 30% of all online reviews are fake and ads are everywhere. This will only get worse as AI gets more unrecognizable.

❌ Time wasted finding real opinions: The takes that matter live in social media, so to get there, the average shopper spends 30 minutes buried in tabs just to find something useful.

After experiencing this frustration over and over ourselves, we decided to fix it.

WHAT HONESTLY DOES

Honestly brings real, verified opinions directly onto product pages where they belong.

Instead of relying on a suspicious 5-stars, we surface what real people are already saying elsewhere.

✅ Instant real reviews: Pulls genuine opinions from Reddit, TikTok, and YouTube real time.

✅ Automatically verified: No bots, no AI summaries, no paid ads. Just authentic human voices.

✅ No more tab suffocation: Now that everything is in one place, no need for jumping between Google, Reddit, YouTube, and other social platforms.

✅ Clear buying signals – See what people actually love & hate before you spend your money.

WHO IS THIS FOR?

If you shop online and want to make better decisions without wasting time or getting tricked by fake reviews, Honestly was made for you.

Congrats on the launch guys :) Love the idea!!

Just a FYI for those who are looking simply for the chrome extension, here's the direct link to our extension page: https://chromewebstore.google.com/detail/honestly/mjnniilmpkfkkeadhkcdakibbpmpaehl

Our current website is more geared towards brands, we're working on building a new landing page specifically for consumers :) Thanks!

Congrats on the launch guys! Congrats @scott_davidson_jr

Once the tool aggregates all the discussions, what formats can we extract this data in? Is there a way to export these insights to share with the broader team, or does it all live inside the dashboard for now?

Incredible idea! I always turn to reviews on social media whenever I shop online so this could be really helpful for me. But one thing I look at as well is expert articles online. I find that these are the most thorough especially when various features of products are explored and ranked. So I was wondering if you plan to add on expert articles in the future as well as other content on the internet beyond just social media reviews?

Reddit and YouTube reviews are genuinely the most useful signal when buying something. Sponsored content is noise but someone spending 20 minutes testing a product on YouTube usually catches the real issues. Does it pull the actual text/timestamps or just surface the video links?

Super excited to be on this journey of making online shopping more transparent with a better review system!

I think you should try to do a more elaborate platform built in your website just like https://reppit.ai for example, currently it look more like a Service Agency website than a chrome extension tool it's a little bit weird.

This is literally automating my own shopping workflow — I always add 'reddit' to every product search because Amazon reviews are 80% fake at this point. Smart move keeping it non-AI. How do you handle products with no Reddit/YouTube mentions? And is there any deduplication for reviews from the same user across platforms?

People already check Reddit or YouTube before buying. The part I’m curious about is what happens right after install. Right now the value depends on the user remembering to click and check. If that first moment isn’t obvious, a lot of people might install it and never actually use it enough to feel the benefit.

Great idea! But now I have a problem - I won’t be able to choose a product at all because I always focus only on the negative reviews, haha. Seriously, though, this is a super useful app for me. The main thing, in my opinion, is to add protection against deliberate campaigns to damage a brand’s reputation through fake negative reviews.

Love it, team. Congrats on the launch!

As a first-time Product Hunt user, I’m approaching this as a novice with limited experience evaluating SaaS platforms quickly.

From my perspective, the landing page felt unclear in terms of what exactly is being offered. At first glance, it appears to be a social media monitoring tool -> sounds great!

However, I also noticed there’s a Chrome extension and it left me wondering: who is the primary audience here? Is this built for users like me (e.g., brands or marketers) to monitor my brand, or is it intended for general consumers?

This raised a broader question about the product’s positioning. Is this a dual-sided platform that depends on consumer adoption to deliver value to brands? Or is it simply an extension of the same technology into a different use case?

I understand the offering to brands, and it's a great offering. Congrats.

How do you handle products that have very few mentions across Reddit and YouTube? Do you fall back to other sources or just show what's available? Congrats on shipping!

Great product

Love the idea of tracking Claude costs, but curious does it handle cases where users switch between multiple device?

Oh I needed this yesterday! I use Claude Code and Cursor every day and it sounds very useful. The heatmap feature is great too - I bet I'll see a pattern of my late night coding sessions. Does it track token usage retroactively from existing session data, or does it only start counting from when you install it?

It's dope bro!! When will you release the window version

congrats! do you track per-query or per-prompt cost? we use it across cursor, clay and claude desktop and would like to know what are our most costly use-cases and if we can optimize use by switching models for our most expensive workflows, right now everything pretty much uses opus 4.x

@stevie_658jjh how accurate is the cost calculation across different tools? Have you validated it against actual billing from Anthropic?

the heatmaps and monthly projections caught my attention. we've been trying to track our AI tool costs manually and it's a mess. being able to see model breakdowns across different tools would help us optimize which models we use where.

This solves a real problem. Right now I have a Chrome tab permanently open just to monitor usage, which is exactly the kind of friction that shouldn't exist when you're deep in a session.

The normalisation across tools is the hard part you probably don't get credit for in the headline. Each tool storing session data in different formats and locations means this isn't just a dashboard, it's a data pipeline with a UI. The zero setup auto-detection is what makes it actually usable rather than just theoretically useful.

The heatmap feature is the one I'm most curious about. I use Claude Code daily for building and I'd genuinely want to see whether my peak spend correlates with productive sessions or with the ones where I'm going in circles and burning tokens on context that isn't working. That could change how I structure my working day. Installing this today. Congrats on the launch!

Congrats on launching today, glad to be launch buddies! Sending my dev this product ASAP :)

This is the tool I didn't know I needed. I've been using Claude Code and Cursor side by side for months and had zero visibility into which one was actually eating my budget. Just "oh the bill went up" with no idea why.

The per-model breakdown is really useful too. I bet most people don't realize how much they're spending on Opus vs Sonnet calls. Does it show per-project breakdowns or just overall?

Anything that is anti doomscrolling is a big win in my opinion. Great work !

Hope it is a massive success !

The doomscrolling-to-self-care flip is a smart reframe. The hard part is the habit loop - people pick up the phone for dopamine, not intention. Does Nomie intercept at the lock screen / notification level or does it only activate once you are already in the app?

Congrats on the launch! Love the mission of turning doomscrolling into mindful resets. I’ve checked out Nomie and found some small delays in the 'reset' features and the touch feedback

I'd love to help you fix these and make the app perfectly smooth.

Good Luck! Meeting people where they already are (on their phone, scrolling) and turning that into something useful is a much easier sell. As someone who runs a startup I catch myself doomscrolling at midnight way too often. How does Nomie actually intercept the scrolling moment? Is it a notification, a widget, or does it detect when you've been on your phone too long?

Hi Product Hunt community! My cofounder@abhinavvishwa and I are serial founders. Over the years, we’ve built products that reached millions of people. But along the way, we started noticing something uncomfortable in ourselves too, more screen time, more noise, more late-night doomscrolling, and somehow feeling worse, not better.

Even the tools that are supposed to help, AI, social apps, productivity tools, were adding to the overload. At some point we asked ourselves a simple question. What if your phone could actually help you feel better in the moment, instead of pulling you further into it?

That question is what led us to build Nomie - an AI wellness companion that turns scrolling into something more supportive, with breathing, journaling, and small “glimmers” that help you feel a little more grounded.

Really appreciate all the support, and would love any feedback. In the age of AI, let’s live aggressively human and be a little kinder to ourselves 💕

Love the concept, we need an easy replacement for distraction for sure. Most times people are distracted because of unaddressed mental health issues so this tracks!

Amazing concept, love the landing page and clean design. Also noticed you changed "Hey Human" to "Hey Hunter" for referrals from Product Hunt. Lovely attention to detail.

I use a similar tool on my phone called StayFree, so it genuienly has a place in my life. The only issue for me is that the permissions I have to provide the tool are incredibly permissive and I had to just accept that's the cost of using StayFree.

My only and main question is what kind of permissions do I need to provide the app for it to do its full functionality?

👋 Hey Product Hunt!

The idea for pause.do started from something that made me uncomfortable.

I watched a video

https://www.youtube.com/watch?v=rbS3CLSOeoU&t=1198s

discussing an MIT paper showing that when people rely heavily on LLMs for simple tasks, their cognitive engagement can actually drop over time.

That stuck with me.

I realized how often I was opening ChatGPT or scrolling feeds before even trying to think through a problem myself.

So I built a small weekend project: a screen-time style browser extension with a twist.

Instead of blocking websites, pause.do introduces small pauses when attention tends to drift:

• before AI prompts
• during long scrolling sessions
• when tab overload starts
• when you spend too long in certain apps

The goal isn’t restriction.
It’s simply to reintroduce a moment to think first.

Everything runs locally in the browser, and no browsing data ever leaves your device.

What started as a simple experiment turned into something surprisingly helpful for my own habits online.

Curious what you all think.

Do you ever catch yourself asking AI something before trying to think it through yourself?

Would love your feedback 🙏

As someone who is constantly stuck in analysis paralysis I love this. I have tabs and groups and windows for days hoarding things I may never look at or may scroll endlessly through when I get stuck trying to figure out a path. Love this idea!

Tab overload is the one that gets me. I end up with 40 tabs as a proxy for thinking - like keeping something open means I have not forgotten it. What does the AI autopilot interruption actually look like - does it detect when you are on autopilot or do you set it manually?

I read an article that more people (Gen Z) are shifting back to the offline space and want to be more present. On the other hand, the older generation started using the internet more. So this way, you can cover 2 target audiences – people who want to break up with their internet addiction and their parents, who are out of control, and their kids can install this on their devices :D

I always end up in 1000 tabs loop, seems like this could help a LOT.

This is really cool feature, Axel! Impressive presentation layer! What file types does it support — just images, or also video, prototypes, PDFs? And is there a file size limit for the free tier?

What if you adjusted the feedback? Do you create a separate Vision or can you update your existing one?

I'm a designer myself and what clients also value is seeing the progress of their submitted feedback. The before/after effect.

I love the product btw. Gonna give it a try in the upcoming weeks.

The view tracking is the part that actually changes the dynamic. I've sent work over Google Drive and the worst part isn't bad feedback, it's wondering if they even opened it. Knowing what someone actually looked at before they respond gives you a completely different starting point for the conversation.

Pinned feedback is underrated. The usual flow - send work, client watches, you never know what they looked at - is just broken. Knowing they watched 30 seconds and stopped on slide 3 changes how you follow up entirely. Is the view tracking opt-in on the client side or does it happen automatically?

I checked out Iris and noticed some small glitches where comments might move around on different screens

I'd love to help you fix these so your clients' feedback is always 100% accurate.

I love the concept of pinned feedback right on the work. How do you ensure feedback is actionable for both sides?

@axeltdesign Getting precise feedback is always hard, especially when clients give very vague comments.

How easy is it for non-tech clients to start using it without needing explanations?

This looks really clean. I like the idea of seeing what people actually looked at rather than guessing. Do clients find it easy to use without needing any explanation?

Nice — structured data extraction is one of those problems that sounds simple until you actually try it. How does it handle ambiguous fields? For example, does it distinguish between a phone number and a fax number in unstructured text? Asking because I work on a similar challenge with voice-to-form mapping.

the specialist setup is interesting

feels like the hard part is not the agents themselves, but how they coordinate once tasks start overlapping

how do you handle conflicts between them?

Does the application support containerisation (e.g. Docker) or only native system processes?

Hi everyone!

Didn’t expect Weixin/WeChat to open up to @OpenClaw this fast.

This isn’t a Tencent Claw product, it’s a pipeline. For a famously cautious platform to just become an OpenClaw Chat Provider proves one thing: they know building their own Claw isn't necessarily the only path. Owning the exact place where users type is.

P.S. The pipeline doesn't care what flows through it. If you want to even hook up @Claude Code using this plugin, you absolutely can.

P.P.S. This plugin currently only appears in WeChat 8.0.70 for iOS. Rolling out progressively right now.

WeChat or Weixin is the IM app that probably has the largest user population in the world. Almost everyone in China has a WeChat account, and with OpenClaw plugin enabled, it opens up infinite possibilities and introduces to everyone, what an agentic world will look like in the near future. It is certainly not perfect, and has a few drawbacks, but overall, it is a great step by WeChat team.

wechat is such a different environment compared to web apps
feels like user expectations there are very specific

do people actually engage with bots like this naturally, or does it still feel a bit off?

Very good content generator! We use it more and more often. You guys released a gem 💎

I've been using Wisewand daily for several months now across multiple projects: SEO blog, affiliate, and a few niche sites.

I'll be honest, I was skeptical about AI content tools for a long time because most of them produce plausible text that simply doesn't rank.

What changes everything with Wisewand is that the SERP analysis happens before generation.

The tool crawls the pages already ranking for your query, identifies what's working semantically, and structures the content accordingly.

You don't get a generic article, you get an article modeled on the signals Google already rewards for that specific query ✅

In practice, something that used to take me 2 hours drops to 30-40 minutes including proofreading.

On a volume of 20 articles per month, that's several days of work recovered every single month 🔥

The affiliate mode is honestly the most refined I've seen comparison pages, product reviews and promo code pages are generated with a real conversion logic that's actually calibrated.

And the Brand Persona does the rest: once configured, every article keeps the same editorial tone regardless of volume.

One thing that also convinced me over the long run: credits never expire.

When your publishing pace is irregular, that's a detail that genuinely matters 👌

Congrats to the whole team! 🚀

Congrats on the international launch! 🎉 (I’ve been using it in French for a few months already 😉)

Love the direction here — especially the shift from “publish more” to “publish smarter.”

The external sources + auto-optimization loop feels like a real evolution of SEO workflows.

One thing I’m wondering though:

how do you keep the content truly different when multiple users might rely on similar sources?

If this is handled well, this could be a serious weapon for ranking-focused content 💪.

Definitely a big time-saver, especially for solopreneurs!

Hi

I’ve been using Wisewand for several months now, and honestly, I can’t imagine working without it anymore.

What really makes a difference for me is the seamless integration with WordPress. I connect it directly to my site, which allows me to fully automate the creation and publishing of my affiliate blog articles. This has saved me an incredible amount of time and has significantly improved my productivity.

The content generated is clean, well-structured, and requires very little editing before going live. For anyone running an affiliate website or content-driven business, this kind of automation is a game changer.

Overall, Wisewand has become an essential part of my workflow, and I highly recommend it to anyone looking to scale their content production efficiently.

Wisewand is a real time-saver for SEO content. I’ve used it mainly for articles on a local media site, and it saves me from spending hours checking search intent, analyzing SERPs, and studying competitors before writing. It makes the whole content creation process much faster while still producing content built to rank well on Google.

I've been using WiseWand for several months and I'm very happy with it. The tool allows you to produce structured and relevant content, with a solid SEO strategy behind it.

A nice tool for SEOs

Absolument bluffant.
Génération automatisée hyper fonctionnelle + réactivité au top de l'équipe qui répond à tous les mails en quelques heures.
C'est le combo gagnant !

Congrats on the launch!

Real user here: been running Wisewand for many months and it's become a core part of my content workflow. The search intent engine is legit, and the n8n/Make integrations make automation super smooth.

The External Sources mode is probably my favorite feature, having it auto-analyze competitor content and publish improved versions is a huge time saver. Plus the recently added multilingual support opens up a lot for multi-market SEO.

Well deserved 🔥

An excellent tool, really. I publish five articles a day using Wisewand and they appear in Google’s search results in under a week. For me, it’s one of the best AI writing tools for affiliate marketing and producing all kinds of content, and at a very competitive price too!

I've been using Wisewand for a few months now to keep my mountain & hiking blog running, and I'm genuinely impressed. I was a bit skeptical at first — I've tried a bunch of AI writing tools and most of them spit out the same bland, robotic content. Wisewand is a totally different story.

The articles it helps me produce actually sound like me. The tone feels natural, the content is relevant, and my readers have no idea I've had a little AI help along the way. That's exactly what I was looking for.

The SEO side of things is also really well thought out. The semantic structure is solid, the vocabulary is on point, and I can feel the difference in how my posts perform. For a one-man-band blogger juggling everything at once, that's huge.

The biggest win for me? I can finally keep a consistent publishing schedule without burning out. I stay in control of my editorial voice and ideas — Wisewand just helps me bring them to life faster.

If you're a blogger looking to level up your content game without spending hours staring at a blank page, just try it. You won't go back. 🙌

I am a regular user of Wisewand since 6 months about , this tool was good then with time and updates became wow !! I think you say a banger in English ? Right ? Excuse my French accent ^^

But no jokes, Wisewand is amazing tool for SEO high quality texts

J'ai découvert WiseWand il y a quelques mois et franchement c'est devenu un outil indispensable dans mon workflow SEO. Le pipeline de rédaction est solide et ça m'évite des heures de travail manuel. Bravo pour le lancement PH, bien mérité !

J’utilise WiseWand depuis deux mois, et c’est un véritable gain de temps. Plus besoin de passer des heures à rédiger un article : tout est beaucoup plus rapide et efficace. Je recommande vivement. Merci !

I’ve been using WiseWand for two months now, and it’s been a huge time-saver. No more spending hours writing articles—everything is much faster and more efficient. I highly recommend it. Thank you!

Wisewand AI is by far the best SEO content generation tool. I’ve been using it for several months, and I honestly couldn’t do without it anymore. It matches search intent perfectly, the persona feature gives exactly the right tone, the ability to connect external sources, and the autopilot publishing are truly incredible. Above all, the tool keeps evolving toward even better performance and greater ease of use. I ❤️ Wisewand!

Wisewand m'aide sur la création de contenu de qualité et en plusieurs langues.
Merci l'équipe

I use Wisewand to write my articles: it’s very simple and quick to use, and the results are there. I highly recommend using it!

I’ve been using Wisewand since August 2025 as a freelance SEO consultant, and after testing at least five other tools on the market, it clearly stands out as the most effective one I’ve found so far. I use it on a weekly basis to create SEO articles, both for my own lead generation and for my clients’ websites. What really impressed me is the overall quality of the content, even in very specific or technical niches. The structure is solid, the writing feels natural, and it aligns well with SEO best practices. One feature I particularly like is the ability to integrate more advanced and interactive content. Combined with options like personas, it gives much more depth and flexibility compared to standard AI writing tools. Of course, it’s not perfect. Like any AI tool, some editing is still required, especially for highly specialized topics. I’ve occasionally noticed minor inaccuracies or sections that need refinement. That said, the content generally indexes well on Google, which is ultimately what matters most to me and my clients. In terms of pricing, Wisewand is slightly more expensive than some competitors. However, the difference in quality and features more than justifies the cost in my experience. I’ve already recommended it to many clients and contacts, and I even earn a bit through their affiliate program, which I find fair and well-structured. Overall, I highly recommend Wisewand to freelancers, agencies, and anyone serious about producing high-quality SEO content efficiently.

I've been using Wisewand for a while now and it has made my life much easier! All my websites are connected, personas are set up. I just let the tool write very qualitative articles for me - that actually rank! Great work.

I’ve been using Wisewand in France for several months now and I’m very happy with it. They’ve recently added the option to write in other languages, so I’m going to expand into other markets and languages for my publishing websites. I highly recommend it!

I’ve been using Wisewand for a few weeks now, mainly to write blog articles for link-selling purposes, but also for affiliate marketing, and honestly I’m really satisfied. What I find especially useful is the ability to create custom personas based on each website’s editorial line. Then I just provide a keyword, and the tool generates an article that matches the tone and expectations of the site, which makes the whole process much easier. It saves a huge amount of time while keeping strong editorial consistency.

What I particularly like is the quality of the generated content. The writing feels smooth and natural, and it doesn’t have that “automated” feel you sometimes get with other tools. To sum up the main strengths for me:

• a real time-saver for content writing

• natural, easy-to-read texts

• solid SEO optimization right from the start

• the ability to create custom personas for each project

• article generation from a simple keyword

• effective content production for affiliate marketing

• multi-language support, which is very useful for scaling projects

Overall, Wisewand has clearly become part of my workflow. It allows me to move much faster without sacrificing quality, whether it’s for link building or affiliate projects. Of course, I still review everything before publishing, but the initial output is already very solid. It’s the kind of tool you quickly get used to—and wouldn’t want to replace afterward.

I’ll be honest, I was pretty skeptical at first. Tools promising “automated SEO content” usually end up producing generic stuff that doesn’t rank.

Wisewand surprised me.

It’s not perfect, and you still need to think, structure things properly, and make adjustments. But compared to most tools I’ve tested, it actually helps build something coherent rather than just spitting out content.

What really changed my mind is seeing real movement on Google: improved rankings, and even top spots on a few keywords — and I’m still early in the process.

So no, it’s not magic. But if you use it properly, it’s a serious tool.

I published 200 articles with Wisewand and they ranked on Google within a week!

Met the team in Lyon one year ago, solid builders this product is not a joke

It's a revolution

Congrats, that's impressive! As someone managing SEO for a product launch right now, the idea of Wisewand watching what competitors publish and auto-creating something better is very tempting. The interactive widgets for retention are smart too, most AI content tools just spit out text and call it a day. How does the "zero hallucination" claim actually work in practice? Is it fact-checking against specific sources or does it have a different approach to verification?

I have written 20 articles with it. It’unbelivible! Very good results👍

I’ve been using Wisewand for several weeks now.

The content is of a very high standard! For the past few weeks, we’ve even been able to write in other languages. The articles are optimised and the content is high-quality (tailored to what Google and the SERP expect based on the keyword and topic).

Well done!

I’ve been using Wisewand for several months now for SEO content creation, and it has quickly become an essential tool in my daily work. It saves me valuable time at every stage from keyword research to optimized writing and article structuring.

What I particularly appreciate is how Wisewand also makes internal linking so much easier. The tool suggests relevant and coherent links between articles, which strengthens my site’s SEO structure and enhances the reader experience.

In short, it’s a real asset for creating high-quality, well-optimized content that’s perfectly interconnected across the website.

I highly recommend it to anyone looking to boost their efficiency and overall content performance.

I led the brand design and collaborated on Pewbeam's website.

Design brief? Make a faith tool feel like top-tier software. Warm enough for Sunday morning. Sharp enough for a tech launch. That tension is where the best work happens.

The brand had to connect with three audiences simultaneously: the pastor who needs to stay in flow, the projection volunteer who is usually one step behind, and the church media team managing a live broadcast. One visual language. Three different pain points.

The website had one task: when you land on it, you immediately understand what Pewbeam does and why your church needs it within five seconds. No jargon. No friction. Just clarity.

Watching it evolve from a brand concept to something churches actively use every Sunday, that's the feeling you aim to create.

I've followed Pewbeam's story from the day Dara first posted about it on Twitter. I watched it go from idea to fully built product. Dara is an inspiring product builder, and Pewbeam has turned out to be such a fantastic product! It solves a real problem for churches in a way that feels incredibly useful and well thought out. Big congrats to the @darasoba and team!

It's honestly a brilliant bit of niche AI. You know that frantic energy in a church projection booth when the pastor starts quoting a verse and the projection team is scrambling to type it in EasyWorship? PewBeam basically kills that stress.

Building Pewbeam has been an iterative process, testing, shipping, and listening to feedback from projectionists and church members across different congregations. The core challenge was always speed and reliability: it had to work instantly, even with no internet, on whatever hardware the church already had.

The product has been built to addressed a common frustration shared by both church members and projectionists. We'd love for you to try it and tell us what you think.

I Just know this product is really gonna change the church presentation, itll give media guys like us some time to chill out 😂

Amazing product. I have been following from the first day, and it's been an amazing journey.

Amazing product 🔥

As someone who’s spent years working deeply with different tools in this space, contributing to this product felt very natural. I was able to bring in a lot of practical insights from past experiences, especially around what works, what breaks, and what users actually need in real workflows.

What made this journey particularly rewarding was the opportunity to translate those insights into thoughtful flows and intuitive screens. Every decision was grounded in making the experience simpler, faster, and more meaningful for users.

It’s been an incredibly fulfilling process collaborating with the team, refining ideas, and seeing everything come together into something we’re genuinely proud of. Excited to see how people use it and the impact it will have.

We’re just getting started, plenty of amazing updates on the way.

I followed the development of this product over the past few months on X

The team has been doing an amazing Job

Congrats on your launch @darasoba ! This product is a game changer for projection units across every church I can think of.

This is great. Rooting for Pewbeam!

Finally, no more "please can you project Mathew bla bla"😭

Hey Product Hunt! 👋 Denis here, maker of LightKeeper.

The idea started from a very specific frustration.

I'm based in Europe, but the SaaS I was working on had its entire customer base in the US. When users started complaining about slow load times — I had no real way to reproduce it.

A VPN? It adds its own latency. A proxy? Same problem — you're measuring the proxy, not the experience. I could never tell: is this a real performance issue for my US users, or just my European connection?

That uncertainty is the worst part. A customer complains, you can't reproduce it, you can't prioritize it, and you can't prove you fixed it.

So I built LightKeeper.

Real Lighthouse audits from real AWS & GCP infrastructure across 65+ regions. No VPN noise, no proxy overhead — just the raw performance your customers see from their location.

LightKeeper is for you if:

• You're an SEO specialist and need to monitor Core Web Vitals across markets without manual checks

• You run an e-commerce store and want to know why visitors from specific regions bounce before checkout

• You want a clear action plan, not just a score — our AI interprets every result and tells you exactly what to fix

I'd love to hear from you — what's the region you're most worried about for your site?

Drop it in the comments 👇

And if this solves a real problem for you — an upvote means the world to an indie maker 🙏

First of all, congratulations on the launch! This looks like a really useful tool. I gave it a quick try on one of my projects and it immediately highlighted a few areas for improvement, which was super helpful. I like how it narrows things down so you know exactly what to focus on. I’ll definitely be using LightKeeper to keep an eye on my projects going forward

Have you seen cases where a site loads fast from most regions but has a specific CDN edge that tanks performance? How granular does the region breakdown get? Great tool!

Congrats, Denis, on your launch. Cool idea! It looks very useful for big companies, especially e-commerce websites that fight for every extra 100ms of load time. Your tool will make their lives easier.

Hey Product Hunt 👋

We built OceanMind because we couldn't switch off.

You know that feeling. End of the day.

Everything is technically fine.

But your mind just won't stop.

We tried every breathing app out there —

they all gave us the same routine regardless of

how we actually felt. Anxious. Wired. Exhausted.

Didn't matter. Same session. Every time.

That felt wrong to us.

Your nervous system isn't the same every day.

Your practice shouldn't be either.

So we built an AI that reads your state before

every session — how activated you are, what you're

feeling — and creates breathwork around exactly

where you are right now.

Anxious → calming breath, built for this moment.

Mind racing → we slow it down together.

Low energy → we build it back up.

No two sessions are the same.

Because no two moments are the same.

🌊 What's live today:

→ AI state check-in before every session

→ Personalized breathwork generated in real time

→ Practices for anxiety, racing thoughts, low energy

→ Structured programs if you want to go deeper

Early users keep telling us the same thing —

it's the first app that actually meets them

where they are, not where they're supposed to be.

That's everything we were trying to build.

We're here all day — ask us anything. 👇

What do you do when your mind just won't quiet down?

Wow, I think I've found what I was looking for! Honestly, all these repetitive apps don't help me relax at all, and I end up tossing and turning in bed for hours trying to calm my mind. Do you plan to incorporate breathing practices from different cultures? It would be interesting to try Thai ones.

Happy launch day!
How fresh is the data? Like if a competitor announces a funding round today, how quickly does it show up in my wrapped?

Hey PH! 👋
I built Competitor Wrapped because I was tired of spending hours manually tracking what competitors were doing. Who they're hiring, what's in the news, how fast they're growing. It was scattered across LinkedIn, Crunchbase, Google Alerts, and a dozen tabs.
So I built something that just wraps it all up, like a Spotify Wrapped.
Enter any competitor's domain and our AI agent deep-researches the entire web and delivers a Wrapped that tells you your competitor’s:
🧑‍💼 Key person hires: know exactly who your competitors are bringing on board
📊 SEO performance: monitor domain authority, rankings, and search visibility
📈 Department headcount growth/decline: sales, engineering, marketing - see where they're scaling up or cutting
💰 Funding announcements: get notified the moment a competitor raises
🔧 Feature updates: track every product enhancement and new capability
🚀 Product launches: never miss a new release from any competitor

Try it for free at: Competitorwrapped.com

Open to feedback. Feel free to let me know what other datapoints you’d love to see in your competitor wrapped?

This is really good. Very helpful to figure out roadmap of the competitor based on who they are hiring. Another request for feature would be: analyze this from the profiles of the people they have hired and give the full analysis

Congrats on the launch! Sounds like an amazing product. Knowing who a competitor is hiring is one of the most underrated signals in startup strategy. Having all of that in one place instead of piecing it together across tabs is a real time saver. Can you track multiple competitors at once and get alerts when something changes, or is it more of a one-time snapshot?

@mhimed Congrats on the launch!

Can it detect when a competitor quietly sunsets a feature or removes a pricing tier? Those subtle moves are often the most telling. Cool launch!

How does ClariFi handle scenario analysis when key assumptions change mid quarter, like losing a big customer or closing a round? That forward looking clarity is exactly what founders need. Cool concept!

Using it on the desktop already, maybe the next step ? 👀

Congrats on the launch. What's one real-world example from your testing where channels turned a CI failure or monitoring alert into an instant fix while you were offline?

@victor_sh_dev Congrats on the new launch! I can see you did a huge amount of work compared to the previous launch. Keep going!

Hey Product Hunt 👋

If you run OpenClaw, you've checked your API bill and thought "how did it get this high?". OpenClaw sends every request to the same model. A quick question costs as much as a complex task. You're overpaying for most of what your agent does.

That's why we built Manifest, an Open Source and smart LLM router for OpenClaw and personal agents. It cuts your OpenClaw costs by up to 70%. It's free, fully self-hostable, and it respects your privacy.

How it works
Manifest analyzes each request in under 2ms, decides how complex it is, and routes it to the right model. A real-time dashboard lets you track the cost of each agent as it happens.

What's included

• 600+ models available

• OAuth connectors for major providers on top of API key support. 

• A fallback system to make sure your agent never hits a dead end. 

• A cloud version for those who don't want to self-host. 

• A real-time cost dashboard

• Budget alerts and spend limits to get notified or block requests when a threshold is crossed

Where we are today

We launched 4 weeks  ago. Since then

• 2,000+ users. 1000  on cloud. 

• 4,000+ GitHub stars. 

• 10,000+ downloads. 

Where we're going

Our vision goes beyond routing. We're building a platform where agents delegate the right task to the right service. Smarter execution and lower cost.

Who it's for

Anyone running OpenClaw or personal AI agents who wants to pay less and control costs.

Manifest is open source and will always be. If you try it, we'd genuinely love your feedback. Every piece of feedback makes Manifest better for everyone.

• Website: https://manifest.build

• GitHub: https://github.com/mnfst/manifest

Congrats on launch! Manifest to the moon!!