PH热榜 | 2026-01-29

Hey Product Hunt! 👋 I’m the creator of Pandada.

Pandada turn your messy files (CSVs, Excels, PDFs, images) into McKinsey-level insights so that you can build “data wealth” (hold on a second, i will explain it below).

10 years ago, I was a quant analyst at Charles River Development (acquired by State Street). I spent 80% of my time cleaning messy spreadsheets and wrangling numbers so that my PM can make better product decisions. It was slow and, despite my best effort, prone to errors. When I transitioned to become a PM and Investor, the problem persisted.

This is a universal challenge: drowning in files, starving for insights.

This is what refer to as "data poor."

This is why I build Pandada.

We launched our original engine in Jan 2024 in China, a year before Manus, and we quickly scaled to 3 million users and 1,000+ enterprises.

Today, we are excited to bring our battle-tested "Data Wealth" engine to Product Hunt. Pandada is built for the messy reality of work. We help you build Data Wealth in 3 steps:

• Better Data: Pandada cleans and structures "dumpster fires" of files—scanned PDFs, screenshots, or messy Excel sheets or CSVs.

• Better Questions: Pandada refines your coarse queries and turns them into expert-level prompts to get at the core insights your seek.

• Better Answers: Pandada generates McKinsey-level, decision-ready reports that you can share, present, or download.

Whether you are a Python expert clearing your backlog, a Founder hunting for the hidden gem in your metrics, or a marketer seeking a better growth strategy—Pandada is built to make you wealthy in insights.

I’ll be hanging out in the comments all day—what are some of the toughest data challenges you've faced recently?

To celebrate our debut on PH, anyone who signs up before Feb 28th gets one month Pro for free!

Just fill out the form, and we’ll activate your Pro access within 24 hours. https://forms.gle/XEPfdePLremwYGDu7

BR,

Anya

Congrats on the launch, Anya @anya_pandada and team! 🚀 Love the "data wealth" vision — it's so true that we're often drowning in files but starving for real insights. Turning messy CSVs/PDFs even from photos into McKinsey-style reports sounds like a game-changer for non-tech folks and analysts alike!

Big kudos on already serving 3M users in China — that’s impressive validation! 😲 The 3-step workflow (Better Data → Better Questions → Better Answers) is super clear and feels practical for daily chaos.

One suggestion from a product lens: Have you considered adding a "template gallery" of common business report types (e.g., marketing performance, SaaS metrics, quarterly reviews)? It could help users jumpstart their analysis and align teams faster. Also, a lightweight "audit trail" showing how data was transformed would boost trust for enterprise adoption.

Excited to try the Pro access! 🙌 Quick question: Are there plans to integrate with tools like Slack or Notion for sharing insights directly?

Wishing you a huge launch day! 🎉

Had a pleasure working with @anya_pandada to hone the message and positioning of @Pandada AI — a powerful conversational data analytics platform that converts your messy CSVs, Excels, PDFs, and data sources into "data wealth" — McKinsey-level insights that you can rely on to inform your toughest strategy decisions.

It's truly remarkable how Pandada can make sense of data spread across dozens of disconnected files. They started working on this before @Manus launched, and have over a million users in China.

To celebrate their Product Hunt debut, they're offering a free month to anyone who signs up before Feb 28th and fills in this form.

Throw something mean at it and let us know how it does!

How does Pandada handle really messy PDFs with tables and scans?

Hi Hunters! 👋

I’m the maker of Pandada AI. Most tools let you "chat" with data, but we believe you need results, not just a conversation.

Pandada turns your messy CSVs, PDFs, and even photos into McKinsey-level reports and presentations in minutes. Stop digging through rows and start building your Data Wealth.

We’re live all day and would love your feedback! 🐼🚀

Congrats! Pandada’s shortcuts feel clean, fast, and reliable. More importantly, it feels like a professional analysis workspace for working with real business documents.

Hi Hunters! 👋

I’m the maker of Pandada AI. Most data tools stop at “talking to your files.”

Pandada goes further — it turns raw, messy data into insightful reports and polished slides you can actually use.

Upload your CSVs, PDFs, or images, and get McKinsey-level outputs in minutes.

Less time analyzing.
More time deciding.

That’s how you grow your Data Wealth. 🚀

Congrats on the launch! I like that Pandada lets me analyze trends without writing code. Does it also expose the underlying Python code used during data processing?

I’m impressed by the output quality from Pandada. The export button produces clean, high-resolution charts where labels don’t overlap, which is a huge help for professional reporting.

Pandada seems especially useful for comparisons. How smart is the column mapping? If one file has "Revenue" and another has "Total Sales", will it figure out they are the same field?

Pandada handles document-based data surprisingly well. The structured output saves a lot of cleanup time and makes analysis much smoother.

Congrats on launching today. How does this differ from other AI data analyst agents?

The micro tools on your site are part of an SEO strategy or they are included as part of the larger product? Congrats on the launch!!

Does it take files like PDF, Excel, etc., as an input or does it also take some dynamic channel like, for example, Facebook dashboard data, like some kind of integration?

What formats are these reports and presentations in?

I love that Pandada doesn't just describe what happened , it helps explain why. It allows me to dig into the root causes of anomalies rather than just reporting the symptoms.

I was impressed by how Pandada keeps context. It remembers the schema from previous uploads, so switching between datasets feels seamless instead of confusing.

Pandada replaces a lot of manual spreadsheet work with clearer, faster analysis. It’s less about buttons and more about getting answers from data.

Pandada clearly understands how important data prep is for good analysis. It handles the groundwork, so the insights actually make sense.

What an impressive innovation with Pandada! By bridging the gap between non-technical users and data scientists, it truly democratizes access to high-quality data insights. The ability to transform messy files into polished, professional reports and presentations is a game-changer for anyone looking to enhance their decision-making based on solid data. Its focus on making complex data easily digestible means more effective collaboration across teams. I can see how this would resonate with businesses striving for data-driven strategies. Kudos to the team behind Pandada!

Thank you for saving our sanity, Anya:D Love that it goes beyond just chatting and actually builds shareable reports. Does Pandada handle multi-language files well?

How does Pandada handle sensitive data within these files? Are the models SOC2 compliant, or do you offer localized data processing?

LGTM，can i export to a ppt file？

Great work team. For non-technical users, how much guidance does the prompt give? Do I need to know the right statistical terms to get a good result, or can I just ask in plain English?

WOW congrats!

Congrats on the launch guys!

It is true that most teams are drowning in files but getting insights out of them can never happen in most cases. I can see this being really useful. Also curious on any planned next integrations?

“McKinsey-level insights” is a bold claim — love the ambition!
For non-technical users, the real test is: can it explain why a trend matters, not just surface it?

Hello Everyone, 

Jaseel, one of the creators. 

As surprising as it may seem, there is no good solution, yet that takes a Google map URL and makes a good travel video out of it.

TravelAnimator already made videos by dragging lines across waypoints and destinations, but stitching them together to work with Google Maps wasn't easy.

By default, for the free version, you can upload a Google Maps link either from travelanimator.com or in the routes menu on the top right after onboarding and use one of the free models to showcase the travel journey. With the paid version, you can switch from the free models to the paid one, plus access other features.

If there is enough demand for this feature, we will look into supporting multiple Google Maps links, though it can get complex, especially if the two Google Maps links are not connected.

Right now, you can't edit Google Maps routes. We hope to add that as an improvement in the future. 

Here are all the other features that you can try:

- Try out 30+ cool maps

- Over 250+ realistic models.

- Upload images for each waypoint that you stop at.

- Try out different kinds of zooms.

- Import GPX files

- 4K & HD exports

- Different aspect ratio support

- Flat & Globe Modes

- Place Labels

- Country Highlight

- Route line customizations

Get 50% off with promo code PH50. Learn how to apply it here:

https://www.travelanimator.com/hub/how-to-apply-a-discounted-promo-code-in-travelanimator

Do you have a web version, or plans for one?

Looks great. This is exactly what I was looking for.

Do you support multiple Google Maps links?

Love the interface and playfulness! Especially, the map and traveler model customisations. I saw just two zoom options. Do you have anything more? 2D?

This is so cool for people like me :D I am constantly lost when I travel outside of my country. This could possibly give me some orientation :D

Congrats on the launch guys! This looks so cool. I travel a lot lately and it seems something fun i could use for a change.

I don't know why I need it, but it looks great!

Such a creative concept - Love this!

How did you come up with that idea? It sounds great.

The packaging looks fresh, but I don't quite get who this is for?
For content creators wanting to create a video?
Like, it doesn't help me arrive better at my destination, does it?

This feels perfect for travel agencies and solo creators alike. Who’s been your most active user group so far?

Loved the 3D assets in the app. Great attention to detail on each model.

Awesome! Congrats on the launch!

Wow, really cool product. Congrats on the launch.

Great idea! Something so creating and fun for an action I do multiple times per day

Finally, a way to make those cool travel maps without the pro editing skills. It honestly makes the whole planning process more fun! :D

Finally, I can stop struggling with complex video editors just for a simple map animation! 250+ models thats crazy. Does the free version allow for 4K exports, or is that a pro feature?

wow great product man! keep making more such products like these!

Managing your calendar is invisible labour. Every request is a silent calculation: who gets your time, who doesn't, why. Dozens of times a day. Exhausting. And no one sees it.

Since launching here six months ago, we've been obsessed with one question: what if your schedule had your brain?

The latest Ting is our answer. An AI availability agent that learns what you value by managing your calendar end to end - proactively shaping your week and handling the full meeting lifecycle: planning, booking, invites, pre-call briefs, even no-show recovery.

It works where you do: Gmail, Outlook, WhatsApp, soon ChatGPT. As many calendars as your life requires.

Everything is automating - requests, follow-ups, persuasion at scale. But we all still run on the same 24-hour clock. Your calendar should keep up without you having to.

Our vision is simple: an availability agent for everyone. Because time is relationships, not logistics.

Product Hunt has been with us since the start. So we're (re)launching here with love. Thank you.

I'm super interested to learn and discover how Ting adapts its approach based on my stated goals and priorities.

Love the framing of an "availability agent" which blocks and tackles all these inbound time-sucks, and helps me make space (and prioritize!) the connections, tasks, and serendipities that will actually grow my business.

I've long been bullish on personal APIs, and I think Ting is taking a compelling and contemporary approach to that opportunity.

Cool Design, guys :) Wishing you good luck with the launch :)

Your color code is so awesome, guys :) Wishing you more success with this launch!

how does it deal with multiple time zones mentioned in one thread? Does it automatically convert everyone to their local time?

I've been using Ting for a bit now and the biggest difference for me is how much less I think about my calendar in general.

Before, it felt like I was constantly doing tiny bits of admin, figuring out when I'm free, replying to back and forth emails, remembering to follow up, chasing no-shows, etc. Ting takes all that off my plate.

@dbul built a really amazing product here.

Congrats on the launch, Meet-Ting team.
Love the idea of handling scheduling the way emails actually happen, messy and human. CC-based flow feels super natural. Excited to try this.

Looks awesome, good work team 🔥

Very cool - can Ting coordinate with a 3rd party to learn their availabilities?

Hey @dbul and the team, congrats on another PH launch, wishing you guys every success with this. Ting looks like a great problem solver, I will test it over the coming days to see how I get on with it

Congrats @dbul and team on the launch! I've seen firsthand how easy Ting was to work with, from the invitee site -- I had to reschedule a meeting with Dan and Ting instantly understood that, suggested alternative timeslots, and sent me a new invite after we confirmed.

Really excited to see where this goes! (And looking forward to that catch up Dan ^^)

Big fan of Ting! I’ve been using Ting for about 4 months and was impressed by how quickly I could get started and hand off meeting scheduling. It’s significantly reduced the cognitive load and friction that usually come with coordinating meetings.

The weekly tips are also a nice touch. That gives me a quick pulse on my calendar and makes it easy to spot where I can optimize my time.

It's also great when multiple people use Ting because Ting can schedule calls faster since the typical back-and-forth isn't necessary to confirm availability.

Great work Ting team! Excited to see the progress and growth.

Congrats on the launch! Actually wanted to try something like this. Very clean idea!

Hi Makers! 👋

I'm Donatien, maker of Meteroid, along with Gaspard and Teake. We’re excited to finally share what we’ve been building in the open.

• Why another billing tool?
Honestly, we were frustrated. The billing space has exploded, but the pattern is always the same: powerful features are gated behind "talk to sales" banners and 5-figures contracts. Early-stage teams are left with duct-taped Stripe setups or rigid systems that can’t evolve.

We wanted to flip that. Meteroid is built on a simple philosophy: Advanced billing capabilities should be accessible from day one (not something you "graduate" into at Series B).

• What we're building:
🔓 Open Source: A monetization platform you can inspect, extend, and self-host (check our repo).
For the devs: We are built with Rust, React, Postgres, Clickhouse and Kafka 🦀

⚙️ All-in-One: Usage metering, plans management, quotes, and invoicing in one hub.

💰 Full Flexibility: Usage-based, hybrid, subscriptions, grandfathering, and custom deals.

📊 Data-Driven: Next steps focused on churn signals and upsell triggers, not just invoices.

🤝 Community-Led Roadmap (with a Fast Lane): We build in the open and prioritize features based on the feedbacks of our 900+ community members. But we know business needs can't always wait. Need a feature yesterday? We fully support Sponsored Development. You can fast-track critical integrations or features by sponsoring them, getting exactly what you need while contributing back to the open-source.


We'd love your support on this launch and your honest feedback. Whether it's feature requests, deep technical questions, or even a friendly roast, we're here for it! 🚀

Hey everyone! I'm Gaspard, co-founder and engineer at Meteroid 👋

I've been in the data-driven billing trenches for years and got tired of watching teams rebuild the same infrastructure over and over. So we built what we wished existed, a flexible platform, open-source, and actually enjoyable to use and work on.

Happy to chat about the tech stack (Rust, Kafka, Clickhouse), scaling, architecture decisions, self-hosting or anything else. Ask away!

So you’re telling me I don’t need a PhD in Stripe webhooks anymore? I’m listening :D

The struggles sound very familiar. I’ve worked on a pricing project that took months to get even close to right, largely because the billing architecture itself was fundamentally broken. Everything lived in Excel spreadsheets, scattered across internal wikis, with outdated pricing details and highly complex logic. With over 100 options influencing the final price a client sees, pricing was AND is difficult to understand for both customers and internal teams. Spoiler alert: we’re still not there yet, which is exactly why this billing platform be a very interesting product to explore!

Cool. I am now working on some payment stuff. Tho a little bit different things (like merchants, ISO, PSP etc.) So definitelly will have a look at it :)

For usage-based pricing, how does Meteroid handle high-frequency events?

Hey all! I’m Teake, co-founder at Meteroid 👋

I’m on the product/design side, and I’ve spent way too much time dealing with billing systems that were built for one very specific case and then left untouched. They work fine as long as nothing changes. But the moment you want to tweak pricing or try something new, the whole thing becomes fragile overnight.

We built Meteroid because billing shouldn’t be a black box. It should be flexible by default, so teams can experiment and iterate without breaking things.

Happy to chat product & design!

Meteroid being fully OSS (not open-core) + the Kafka → ClickHouse metering pipeline is a strong “ship pricing like you’re at scale” stance. How are you ensuring exactly-once / idempotent usage ingestion so retries don’t double-bill (event IDs, dedupe windows, replay)? We dealt with similar at scale and “late events + corrections” was the constant headache. Any plans for native revenue recognition + proration audits out of the box? 🔥

Congrats on the launch guys! Really useful one, especially for small teams like my stage now. Best of luck!

Nice! Are you planning on supporting subscription schedules as well? Side-note, this page in your docs is 404ing: https://docs.meteroid.com/subscriptions/what-is-a-subscription

Hi PH, cofounder of Shipper here. Very happy to announce Shipper as the 1st complete AI extension builder!!

tl;dr: Imagine if building browser extensions didn’t require knowing JavaScript, Chrome APIs, or config files. You just describe the extension you want, and it exists. That’s Shipper Extensions.

With Shipper Extensions, you can:

• Build any browser extension you can think of

• Recreate or customize existing extensions

• Launch your own tools instead of paying for someone else’s

• Customize behavior and UI as much as you want

• Ship once and have it work across all Chromium-based browsers (Chrome, Atlas, Comet, Edge, Brave, Arc, Opera, Vivaldi, etc)

We also handle the annoying parts for you: Auto-generated privacy policy, pre-written Chrome Web Store listing text, and a packaging and publishing flow that works without touching config files.

A bunch of people in our community have already been using this internally and building surprisingly real extensions, so we’re excited to finally share it publicly and see what you all build with it 😺 😺

Congratulations to the makers on the launch! Turning plain-English prompts into fully functional Chrome Extensions — from design and code to privacy policy and Chrome Web Store listing — is a powerful idea.

Best wishes for a successful launch and wide adoption. 😍

Congrats on the launch! I'm a bit confused by the homepage, I don't see much of a focus on browser extensions there. Is that something new you're exploring? I think the browser extensions play is compelling, since there's no real deployment process. Extensions could just immediately be installed and available/useful to the end user. Would it be a "one install -> many extensions" approach or does the user have to install multiple extensions?

Great product to build chrome extensions easily. Congrats on the launch!

Very cool - I like the idea of more targetted/focused ai app builders - can you share some chrome extensions built using this?

SEO is dead.

I've launched 5+ products since my first startup, Typedream, was acquired in 2024.

One day, I was about to launch again. Everything was ready. The code was done, the product was polished, the team was waiting.

Then I realized: I hadn't set up welcome emails.

So I opened the AI sidebar within Cursor and typed: "How do I send a welcome email to users after signup?"

In seconds, I got an answer: "You can use Resend to send transactional emails."

Code inserted. Done.

That moment changed everything for me.

The decision happened inside my workflow. The AI picked the tool. I just said yes.

And that's when I realized: if your product isn't the one AI recommends in that moment, you're not even in the running.

This is why we built The Prompting Company.

The Prompting Company is such a life saver!!!

Such a useful product, helps us rank so much

This is interesting. In SEO, at least we can guess what parameters to tweak to get ranked like backlinks, content, etc. How does it work with LLMs? What are you measuring and recommending?

Nice! Been wondering if there is a tool that can do this well. Excited to start using this and see how it helps my products grow in AEO

How does The Prompting Company handle the 'hallucination' factor? If an AI recommends a competitor by mistake, what levers can a product pull through your platform?

mega fan!!

You nailed it - showing up on AI platforms is indeed essential, especially now that the adoption is growing.

Do you plan to add features related to ads (OpenAI announced they are launching ads recently)? Also, how do you retrieve exact user questions? Cheers!

Congrats! We love using the product

Looks like a great AEO platform!

We’ve been working with The Prompting Company for a while, and their structured, data‑driven approach to getting us recommended inside real AI conversations has sharpened our positioning and driven more qualified inbound from people who “heard about us from ChatGPT/AI.” They’re one of the few partners that back it up with measurable impact.

Congrats guys! Super useful product - we’re fans!

So cool!! I have been using this tool from quite a while and its nice.

you guys are on another level. been using for my website’s SEO and it’s improved dramatically

Love it!

This is fascinating - the shift from optimizing for Google's algorithms to becoming the go-to recommendation in AI conversations is definitely the future. I'm curious how you measure success in GEO compared to traditional SEO metrics?

Wow! I need this

GEO is the next frontier!

Hi everyone!

OK, really excited about this one because it takes a huge step forward in visual context.

Tested it by asking it to find all the red dots in an image. Instead of trying to "eyeball" it (which models usually fail at), Gemini 3 Flash realized that "counting by eye" is imprecise. So it decided to act like an engineer and write a professional OpenCV script to solve it accurately.

The logic flow was fascinating:

• Task: Precision counting.

• Reasoning: Visual models have error margins -> I should use Python tools.

• Action: Filter pixels via HSV color space -> Use findContours to locate them.

This actually blew my mind. Natively realizing the "Perception - Reasoning - Action" loop in vision is critical for real-world apps.

The demos in Google AI Studio are also worth checking out. Definitely some of the most interesting and inspiring visual use cases I've seen.

with the 90% cost reduction mentioned, does this apply to multimodal inputs like huge image datasets used as part of a system prompt?

👋 Hey Product Hunt, Kavya here, maker of StoryCV.

Most resume tools assume the hard part is formatting or keywords (or optimizing for ATS).
From watching people struggle, I realized the problem comes much earlier.

Formatting is easy. Thinking is hard.

People know their work.

They just don’t know how to turn it into clear resume sentences.

So we flipped the process.

StoryCV doesn’t start with forms or templates.

It starts with a guided interview, like a human resume writer would do.

1. The questions adapt to your background and experience. You talk freely about your work, decisions, and impact without worrying about wording or length.

2. We handle the editorial thinking: deciding what matters, what to prioritize, and what to cut.

3. The result is clear, professional resume bullet points that actually reflect your experience.

I’d love for you to try it out and tell me about your experience with resume writing on StoryCV. Your feedback will directly shape what we build next.

Thanks for checking it out!

🎁 Product Hunt offer: $39/month (usual price $59/month), for supporting us early on.
The discounted rate applies every month as long as your subscription stays active. Offer runs until the end of Feb 2026. Grab it now!

This sounds so much better than staring at a blank template. Rewriting a resume is such a chore because you usually forget half of the cool stuff you've done. I love the idea of a relaxed 'chat' to pull out the story.

Quick question though—can I upload my old CV first so the AI can just ask me about what's changed since the last update? Or do I start from scratch with the interview?

Awesome tool to stand out from the crown in a busy job market. Congratulations and good luck with the launch

Congrats on the launch! Does the tool adjust your CV to a specific job offer?

Hey! What an excellent concept, this is going to help so many people. In my experience as a professional resume writer, I agree, the hardest part of working with a client is getting the good data from them; their narrative is always hidden and needs to be extracted. Having an LLM pull ou thteir best work? Gold.

I would love to see the quality of the CV. If there are any errors, are they correctable?
Are there customization options for the design?
Can you tell the AI to EXCLUDE any info if you chose to?

Good luck today, and in the future, Kavya. You're killing it!!

How does the AI handle niche technical roles or unconventional career paths? Does it have specific industry-based knowledge to ask deep follow-up questions?

congrats on the launch! this is really such a great tool, sounds very promising! which languages does it support for now?

Hey 👋

I'm Nishit Chittora, Co-founder and CTO of Kipps.AI. We're back for our third launch.

We have been building Kipps.AI for the past 2 years.

Here's the problem we kept hearing:

WhatsApp is where our customers are. They expect instant replies. Our team can't be online 24/7 — and every delayed response costs us a deal.

Sound familiar?

Businesses are losing leads at 2 pm. Support teams are buried. And customers? They're left on read.

The real challenge isn't speed - it's being fast, personal, AND scalable.

Most "AI chatbots" feel robotic. Customers know. They disengage.

So we built something different: Kipps AI WhatsApp Agent - an AI that actually sounds human.

What makes it different:

• Understands voice notes

• Speaks 100+ languages naturally

• Takes real actions: updates your CRM, triggers workflows, books meetings

• Knows when to loop in a human (because some conversations need that)

Early results from our beta users:

• 80% fewer missed leads outside business hours

• Support teams handling 3x more conversations

• Customers can't tell they're talking to AI

We built this for teams who live on WhatsApp every day — sales teams, support teams, service businesses.

We'd love your honest feedback:

Try the demo→ https://app.kipps.ai/?utm_source=product_hunt&utm_medium=comment

And tell us: does it pass the human test?

Try it, break it, tell us what's missing 💬

— Nishit | Kipps.AI 🚀

Interesting concept!
Tools that simplify customer communication and support for businesses using WhatsApp are much needed.
Curious to see what features you prioritize in the first version especially around automation and human handoff.

Huge congrats to the entire Kipps.AI team on the launch! 🥳

Having seen 15+ founders scale to 100k+ messages on the platform already, I know firsthand how much of a game-changer this is.
We’re not just sending messages; we're helping businesses turn broadcasts into real-time conversions with AI. Let’s go! 🚀

How does it understand when to loop in a human? Do you have a standard knowledge base for that, or does each user specify keywords/reasons, or is it a mix of both?

Congratulations on the launch 🎉

Congratulations!!!

This is a compelling take on WhatsApp automation 👏
You’re clearly addressing a real problem—speed vs. personalization at scale.

The biggest challenge with AI agents is knowing their limits. How does Kipps decide when to confidently act (CRM updates, bookings) versus stepping back and handing off to a human—especially in high-intent or sensitive conversations?

Using this as a business user: setup is fast, inbox is uncluttered, and the AI replies are good enough to handle most routine customer messages without babysitting. The real value is missed-message elimination and automated follow-ups on WhatsApp, which directly impacts conversions. Feels built for revenue, not vanity automation.

What data does Kipps have access to, and are they safe?

Very cool - how can you customize Kipps to your requirements/tone/etc?

how does Kipps AI manage conversation memory? If a customer returns after 2 weeks, does the agent remember the previous context?

The personalization part looks interesting. Most sales tools just blast generic templates, which is a huge turn-off. How does Kipps actually ensure the messages stay 'human' and don't feel like they were written by a bot?

Congrats on the launch guys! This can be really useful with so many businesses on WhatsApp these days. Best of luck!

does Willow analyze my previous sent items to learn my tone, or does it primarily rely on the active application window's context?

I absolutely love this voice to text app. Great job Willow team. I’ve saved 9.3k minutes typing since I adopted it and Willow has allowed me accelerate all my engineering work across all the products I use (Email / Text / Slack / Cursor / Claude / Loveable)! The hot key makes life easy.

I also love the custom word dictionary (handy for tech products which names which I reference regularly). The rephrasing capabilities are great too. It cleans up my thoughts and clearly articulates / rephrases for clarity. Sort of like Grammarly, but I don’t have to go back and re-read or re-edit what I’ve typed so I can keep moving fast. Brilliant feature 🧠

I couldn’t live without Willow now. Customer for life. Take my money. 💰

It's a fantastic product. I've been using it for probably over six months now. It is accurate, simple to use, and probably saves me one to two hours a day. I use it on my desktop, my laptop, and my iPhone.

And now I can recommend this to friends using Windows as well. It's a great piece of software, and it's truly a pleasure to recommend it.

Sick video, the device looks amazing.

Congrats on the launch guys!

Congrats on the launch and using it to type this message! Two quick things:

1. Is it possible to remove the floating icon that is always on screen? I wish that was not on screen all the time.

2. Can you explain privacy mode? Does it use a local model and if so which one?

Congrats on the launch! I wanted to use something like that for a while to talk to my coding agents and always forget to actually get one. Do you support per-app profiles maybe (e.g., terminal vs IDE) so commands don’t leak across contexts?

We're fans of Willow product at Awesomic and happy to see team constantly shipping new launches 🚀

Offline mode and 100+ languages? That’s impressive! Switching languages mid-sentence is a common struggle for bilingual folks. Does the personalization work just as well for other languages like Ukrainian or Polish, or is the style matching currently best at English?

Using AI for scientific purposes is exactly what it was meant for, I think. Great launch, guys, congrats!

When a human intervenes at a checkpoint, does BIOS perform a RAG-based update to its internal plan, or does it re-simulate the entire reasoning chain?

Hey people of Product Hunt 🧙‍♂️👋

AI is powerful, but it still falls apart when your context is scattered across apps, and it rarely sounds like you (or lands a joke). Fluent fixes that, and yes, it finally makes humor work 😂 Check the video if you want to see it in action.

What Fluent brings:

– Global context awareness: works in any app and combines context across apps + tabs.
– MCP: Claude Desktop-style workflows, but no subscription and no lock-in (your API keys, local models supported).
– Memory, native RAG engine: local, always-on “second brain” that matches writing style insanely well.
– Scheduled Actions: early, but turning actions into autonomous agents for Mac automation.
– History: local, encrypted, searchable.

Use the exclusive Product Hunt code for 25% off: LOVEPRODUCTHUNT.

I’d love to hear your feedback 💕

How does the local RAG engine handle large personal knowledge bases?

We’re sharing this to show how experimentation works across the Invofox platform when teams take document extraction out of demos and into live workflows. Instead of optimizing for demo accuracy, this workflow connects mixed input handling, pipeline design, and field- and document-level accuracy measurement so teams can understand why accuracy changes and validate improvements on real documents.

This is the same workflow we use across POCs and live deployments, and it ties directly to our campaign around real-world document workflows: www.invofox.com/perfect-docs-guaranteed

Rather than making accuracy claims, we wanted to show the concrete process behind them. Happy to answer questions or go deeper on any part of this.

This is great, kudos to the team!

This is awesome. Killer team, and congrats on the launch!

Does the API provide webhooks for 'Human-in-the-loop' scenarios where the confidence score falls below a certain threshold?

Stunning! Congrats on the launch 🚀

Does LiquidFetch allow exporting these stats as a high-res image

Congrats! Is the goal that it becomes your notes/brainstorm hub?

Does Silkwave support 'System-wide search' for my chat history?

Tons a cool products you can build with Fundable's data... any ideas?

Do you support webhooks for real-time notifications, or is it strictly a REST-based polling system for now?

Congrats on launching! Just a thought, but a quick research feature might be helpful. Often times, especially in business documents, I find myself wanting to include some factoids. Like, "There are X million residential real estate transactions annually in the US". I know X is a big, impressive number, but don't exactly recall what it is and don't want to break my writing flow to go look it up. If the editor could autonomously find that out and fill it in, with a source, that would be awesome!

Hi Product Hunt 👋

I’m Mika, and I built Fytly after a shoulder injury took me out of my normal routine.

Like most people, I downloaded a bunch of fitness apps. After a setback, my motivation dropped hard, and none of them helped me rebuild the habit.

So we asked: what if fitness felt like a game you actually want to keep playing?

FytlY is a gamified AI fitness coach.
It generates your training plan, adjusts it based on what you actually do, and turns your habits into quests, streaks, and progression. The core loop is an 84-day reset designed to get you consistent without overthinking.

It’s part coach.
Part habit system.
Part “this is the last game for today” (but you end up playing another one) .

We’re in beta right now, so I’m here for the brutal feedback :)

Hi Mika, congrats on the launch! 🚀🎉

Hey Mika @mika_234 ,

Congrats on launching Fytly! I love the gamified approach to fitness it seems like a fun way to stay motivated.

Just curious, how's the response been so far? Any marketing strategies you're focusing on to get the word out? Would love to hear how things are shaping up for you!

Hi PH community 🌝

Julia, Head of Creative Partnerships at Qream.

Today we’re dropping Design Trend Report 2026. Our designers put a lot of work and we are excited we can share this one with you!

REACH REPORT HERE: https://theqream.com/blog/post/web-motion-product-design-trends-2026?ref=producthunt

2025 promised speed and easy answers through AI. It looked tempting, but it was fake. Design is human, not perfect and not polished to death ☠️

This report is different because:

• It’s based on first-hand work with 100+ clients across tech, SaaS, Web3, social impact, and enterprise

• Every insight comes from real iterations, launches, and failures

• It focuses on what survives contact with reality, users and markets

• No “top 10 colors” 😁

• Shows where AI helps and where it kills human value

• Combines motion, interaction, and product design trends at scale

It’s a synthesis of decisions, iterations, mistakes, and hard trade-offs made in real products.

Did we miss a trend or do you see 2026 going in a different direction?

Let's put some Qream on TOP!

Wow, great launch. Congratulations!

Looks great! Congrats on the launch! 🚀

Finally - a trends report built on real designer insights!!

Who’s actually brave enough to ship perfectly imperfect designs in 2026?🙂

Hey Julia @julia_vlasova2 ,

Congrats on launching the Product Design Trends 2026 report! It’s great to see a design trend report built on real designer insights and iteration. The approach of balancing human creativity with AI tools is refreshing.

I’m curious, how’s the response been so far? What kind of marketing strategies are you focusing on to promote the report and reach your target audience? Would love to hear more about how you're planning to get the word out!