I built an AI to kill the 3-week Excel research grind. It got 8 PH upvotes. What did I do wrong?
We've all been there.
You get a brilliant idea for a SaaS in the shower. Because I'm a UI/UX designer, my immediate instinct is to open Figma. I spend a week crafting the perfect, pixel-perfect screens. Then my dev co-founder spends another week building it.
We launch it. And... crickets.
Why? Because we skipped the most painful, boring, and crucial step: Competitor Analysis and Market Validation.
Building the product is faster than ever thanks to AI and modern frameworks. But figuring out what to build? It still requires opening 50 browser tabs, digging through G2 reviews, and building a massive, soul-crushing 50-column Excel "Feature Matrix."
That is exactly why we built Bunzee (https://bunzee.ai) a PC web-based AI agent that automates the entire market research and PRD phase.
The Idea Validation Problem Is Real
Generic AI chatbots (like ChatGPT) are bad at deep competitor research. They hallucinate features, don't understand your specific positioning, and can't structure a proper product roadmap.
Relying on manual spreadsheets means:
You waste 20+ hours just listing competitors instead of talking to users.
You focus on copying features rather than finding the "missing gap" in the market.
You write PRDs (Product Requirements Documents) from scratch, which is exhausting.
What Is Bunzee?
Bunzee is an AI-powered research agent built specifically for founders and makers.
Instead of spending weeks researching, you simply input your raw idea, and Bunzee handles the heavy lifting through a structured 4-step workflow: 1. Idea Input ➔ 2. Competitor Analysis ➔ 3. PRD Creation ➔ 4. MVP Output.
What Bunzee Actually Does for You
-
Kills the 50-Tab Competitor Grind
Instead of manually searching for who else is doing what you want to do, Bunzee scans the web and maps out your exact competitive landscape. It finds your direct and indirect competitors in minutes. -
Destroys the "Feature Matrix" Excel Sheet
It automatically analyzes what your competitors are doing right, what they are doing wrong (finding their 1-star reviews), and tells you exactly where your market opportunity is. -
Writes the PRD You Hate Writing
Once the market gap is found, Bunzee translates that strategy into a professional, actionable PRD. No more blank-page syndrome. -
Defines the MVP Scope
It cuts the noise and tells you exactly what core features you need to build right now to test the market, preventing feature creep.
A Real Example
We learned the importance of this the hard way. We officially launched Bunzee in early April. Because I'm a designer, I made sure the UI was gorgeous. But our Product Hunt launch got exactly 8 upvotes.
We realized that a beautiful UI cannot save a product if the core messaging and market positioning aren't perfectly aligned with user pain points. We are currently using our own tool (Bunzee) to analyze our competitors and pivot our messaging!
Who Is Bunzee For?
Solo Founders: You don't have time to be a full-time business analyst.
Designers & Developers: You want to jump into Figma or VS Code, but need to make sure your idea actually has a market first.
Agencies: You need to present competitive landscape reports to clients quickly.
Try Bunzee on Your Next Idea
Bunzee is live. If you are tired of drowning in spreadsheets before you even write a single line of code, let our AI agent do the dirty work.
(https://bunzee.ai)
Since I'm a UI/UX designer, I'm constantly obsessing over the flow. If you try it, I would love some brutal feedback on the desktop experience. Which of the 4 steps feels the most useful? Which one feels clunky?
Let me know in the comments!
The 8 upvotes on ProductHunt despite great UI hit hard — went through something similar.
One thing I've noticed: the "what to build" problem is real, but most founders (including me) skip it because building feels productive and researching doesn't. Your own story proves it better than any feature list.
Question — does Bunzee work well for very niche B2B tools? I'm building for a specific audience (solo developers who live in Telegram) and most competitor analysis tools surface the same obvious players. Curious if the 1-star review mining actually finds the non-obvious gaps.
Certainly! As you’ll see when using Bunzee.ai, it analyzes competitors based on the virtual product concept you define during the strategy phase. Our matching system then ranks them, showing you everyone from the most relevant competitors to the outliers.
What makes it really powerful is the access to 'real' review data we’ve gathered from various channels where founders like us are active. I truly believe Bunzee.ai can slash the research time that usually takes founders hours down to just 10 minutes.
If you have a moment, I’d love to get your thoughts and feedback on it!
8 PH upvotes on launch day usually means the distribution was the problem, not the product. The 'feature matrix' pain point is genuinely real — I've seen FinTech and SaaS founders spend weeks on exactly this. The question I'd ask: who were the first 8 upvoters? If they were mostly friends/connections rather than people who stumbled on it via PH's feed, that's a distribution signal, not a product signal. The IH post-mortem approach you're taking here is actually smarter — IH readers ARE your target user. What feedback have you gotten from people who actually used Bunzee to do competitor research?
I’ve received quite a bit of feedback so far, but most of it has focused on the overall framework rather than the landing page UI. We built Bunzee.ai to help founders answer the critical questions: 'Who is the competition, what do their users hate, and what exact features are needed to win?'
Our strength lies in using 100% real user review data to pinpoint competitor flaws and then mapping out exactly what to build (PRD) and how to start (MVP). However, to get high-quality results, the user needs to apply their own judgment what we call 'selection and focus.' I suspect this might be a friction point for casual users who just want to plug in a vague idea and see an instant result.
If you don't mind sharing, what specific feedback do you have for us?
I completely feel your pain about the PH launch! Getting only 8 upvotes after weeks of hard work is tough, but using your own tool to pivot is super smart.
I usually just want to jump straight into an editor and start building, so doing that massive Excel research phase is totally exhausting for me. Automating the PRD and competitor matrix sounds exactly like what I need. Keep pushing!
Thank you for the kind words! Honestly, as a UI/UX designer, just hearing the phrase 'massive Excel research' makes me chuckle. My brain is already telling me to just fire up Figma and start building frames instead.
If you have a moment, would you mind giving Bunzee.ai a spin? I’d be grateful for any feedback at all even the brutally honest stuff. Looking forward to hearing what you think!
I totally agree. AI has made the barrier to building almost zero, but customer acquisition is harder than ever. I’m curious though—has your own tool actually helped you discover any specific product directions that are truly worth the investment?
Yes, absolutely. Our team went through a lot of trial and error while 'dogfooding' Bunzee.ai, and we’ve actually found it incredibly helpful for our own work. We figured that if we couldn't trust the information ourselves, we couldn't expect our users to have a positive experience either.
I believe the core mission of Bunzee is to deliver reliability through accuracy and stability, all built on a foundation of hallucination-free 'human' data.
Based on your experience, do you feel that Bunzee.ai is living up to that mission? If not, I’d be very curious to know at what point you felt like dropping off.
PH is a launch channel, not a discovery one. 8 upvotes usually means the launch ran without a pre-built audience to mobilize on day 1. The thing that worked for us wasn't optimizing the PH page , it was running content for 3-4 weeks before launch on the channel where our audience already lived (LinkedIn in our case). Without that warm crowd, PH is mostly noise. What channel are your target users actually on?
Thanks for the reply. We’ve already gone through our second launch on Product Hunt, but I’m honestly kicking myself for realized so late that I was wrong to think I’d just naturally meet potential users there.
Since our second launch of bunzee.ai in early April, our team has been working hard to get deeply involved in communities where our potential customers are active like Indie Hackers, X, Reddit, and LinkedIn.
We still have a long way to go, but I feel relieved that our sincerity is starting to come through and that we’re beginning to receive feedback like this.
If you don't mind, could you tell me at which point you felt like dropping off while using bunzee.ai?
The 8 upvotes thing is brutal but honestly it's a PH distribution problem, not a product problem.
I had the same experience — launched something, crickets. The shift that actually worked was stopping chasing the launch spike and building search presence instead. Google and ChatGPT don't care about your launch day, they care about whether your content answers real questions people are searching for.
On Bunzee specifically — the messaging "kills the Excel grind" is strong but I'd push it further. Who loses the most sleep over this? Solo founders pre-launch? Agency PMs presenting to clients? The sharper you get on that one person, the better your next launch will go.
Also the irony of using Bunzee to fix Bunzee's own positioning is genuinely great — that's a story worth telling publicly.
Thank you for your thoughtful response. When we first launched Bunzee on Product Hunt, we focused so much on recommendations and follower counts that we missed out on genuine communication with actual users. As you mentioned, we realized that it is far more important to provide clear and friendly answers to the questions people are actually curious about.
Personally, I believe our target customers are likely solo entrepreneurs looking to launch a product on their own, without developers or planners. For example, our team also operates letspl.me, a side project platform where people can recruit team members and promote their projects. The biggest lesson we learned there is that members gathered on the site without material compensation, solely to advance their careers or gain diverse experiences. Nevertheless, while running the site, I realized that finding like-minded team members and building a strong team is not easy.
In conclusion, as AI agent tools advance, anyone will be able to create an MVP on their own, regardless of whether they are planners, developers, or designers.
While I believe Bunzee clearly fulfills a need in this niche market, the fact that it only has 8 recommendations makes me keenly aware that we still have a long way to go. If you have the time, I would appreciate it if you could try Bunzee.ai and let me know at what point you stopped using it.
Bunzee solves a real founder pain, but the name is where the seriousness drops.
The workflow is useful.
The category is painful.
The buyer is real.
But “Bunzee” sounds playful in a part of the stack where buyers are trying to reduce product risk, not discover a cute tool.
You’re asking founders to trust it with market validation, positioning, competitor analysis, and PRD logic before they commit weeks of build time.
That layer has to feel sharper than the current name does.
This is much closer to decision infrastructure than a lightweight research assistant.
Xevoa.com would carry this better if you lean harder into strategic product intelligence instead of keeping it framed like a friendly ideation tool.
Thanks for the sharp critique on the name 'Bunzee' sounding a bit too playful!
We actually derived it from a bungee jump. But to us, it’s not a blind drop it's a 'safe leap' backed by a highly calculated safety cord.
The real magic of bungee jumping isn't falling; it's the bounce-back. That rebound perfectly captures the 'speed' and 'resilience' Bunzee offers, helping you take a risky hypothesis and quickly pivot it toward success through data-backed AI analysis.
Finally, the 'Z' in Bunzee stands for 'Zenith.' It’s about taking you from A (your initial idea) to Z (the peak of business success) faster than anything else.
Let me know if you have any more sharp insights I'm always open to them!
That story makes sense internally.
The issue is buyers do not get the story first.
They get the sound first.
And “Bunzee” still lands playful before it lands serious, even if the logic behind it is thoughtful.
That matters because the product is not selling bounce-back energy.
It is selling reduced founder risk before building.
Those are very different signals.
If the buyer has to hear the backstory before the name feels credible, the name is already making the product work harder than it should.
That’s the part I’d pressure-test.
Thank you for your valuable feedback. We will review it with our team.
Appreciate that.
That’s the exact thing I’d test with the team:
does “Bunzee” make the product feel safer and more serious before the explanation, or only after the story is told?
If it needs the story to land, the name may be adding friction at the trust layer.
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