Case Registry
Every idea that went through the panel.
Ranked by survival score. Most ideas don't make it.
Total roasted
500
Avg score
3.4/10
Survived
0 of 500
“Thumblytics Problem: Most creator tools lock basic features behind subscriptions and overwhelm users with features they don’t need (YouTube metrics, AI chatbots, keyword tools, etc.) You end up paying even when you’re not using them Taxes/charges make it worse (especially for small creators) Solution: Thumblytics focuses on just one thing — analyzing your thumbnail against high CTR benchmarks. • Pay per analysis (no subscription) • Use only when you need it • Supports UPI (Unified Payments Interface) in supported countries What it does: • AI insights • Extract thumbnail colors • Generate AI title ideas • Rate thumbnails out of 10 based on benchmarks Try it: https://thumblytics-r4rv.vercel.app/ International $1.99 USD per analysis 10 credits (1 analysis) Credit/Debit Card Instant credit activation Visa, Mastercard, Amex accepted UPI ₹199 INR per analysis 10 credits (1 analysis) UPI Payment Instant credit activation PhonePe, Google Pay, Paytm, etc. What You Get AI-powered thumbnail analysis comparing your design against elite YouTube benchmarks Detailed metrics on contrast, brightness, saturation, and visual appeal 5 AI-generated click-worthy title suggestions optimized for your niche Actionable recommendations to boost click-through rates”
Good problem, but $1.99 analysis dies on acquisition costs unless distribution is free and the verdict feels indispensable.
“BoxForm: Its a quick response form app with a built in spreadsheet to automatically record the responses and organise them effectively I know that google forms exist for free but the core idea of it is very different What BoxForm actually gives you: One click fields, smooth drag-and-drop, smart defaults. No tutorials, no bloat. Clean, modern, cyberpunk-inspired design that’s actually enjoyable to use. Share one link. Respondents fill it out instantly no login, no account, no friction. Every response appears in real-time in a clean, sortable, filterable spreadsheet right inside the app. No Google Sheets sync needed. CSV or Excel file export. Encrypted, fully exportable, and deletable with one click. It’s great for contact forms, lead gen, surveys, event registrations, job applications, feedback, waitlists or basically anything where you just want clean and fast answers.”
Nice spreadsheet UX, but smoother forms alone will drown unless live response triage becomes a must-have wedge.
“An app to analyze your startup idea and roast you on it, giving you a breakdown of the viability of it”
Funny product, nonexistent market, unless you turn your judgment into a workflow founders pay for repeatedly.
“Give me a good business idea then, according to your research. What actually has decent to good chances of being successfully.”
Pick a boring, urgent workflow in SMB finance, sell automation with clear ROI, and survival odds jump fast.
“Swimming form analysis app. Users can upload a video of them swimming and the app analyzes your technique. Applying a body position overlay, flip turn analysis, speed analysis.”
Niche user, weak habit, crowded category, without a specific swimmer and wedge, this dies before distribution starts.
“AnticipateX Event-goers frequently face dilemmas where their ability to attend an event, or their preference for one event over another, depends on future uncertain occurrences (e.g., a conflicting schedule, a friend cancelling, another highly anticipated show being announced). This forces them into rigid, all-or-nothing ticket commitments, leading to either financial loss from unused tickets or missing out on preferred events. 3 Wackiness 9-12 months A proven transaction fee model (e.g., 5-10%) is applied to all successful conditional sales facilitated through the platform. Additionally, a premium subscription tier will offer advanced features such as real-time analytics on conditional market trends, priority notification for triggered conditions, and enhanced visibility for complex conditional listings. The Solution AnticipateX is a dynamic marketplace where users can list event tickets they possess (or intend to purchase) with specific 'if-then' conditions for selling, or list 'if-then' conditions for buying tickets. Our intelligent matching engine connects conditional sellers with conditional buyers, or with standard buyers who meet the specified criteria. Transactions are securely facilitated only when all predefined conditions are objectively met or triggered, offering unprecedented flexibility and risk mitigation in the event ecosystem. Target Customer Why This Could Work Biggest Risk The biggest risk lies in ensuring sufficient liquidity and the objective verifiability of listed conditions. If conditions are too complex, subjective, or rarely met, it could hinder matching efficiency and user engagement. Building a robust mechanism for condition verification (e.g., linking to official event announcements, public data) and user education on creating effective conditions will be crucial for adoption and trust. Similar Companies Confidential Investment Memo American Visionary "AnticipateX isn't just about reselling tickets; it's about pioneering the future of event attendance. By introducing conditional commitment, they're unlocking a massive new market of flexible demand and supply, transforming how millions engage with live experiences. This isn't just a platform; it's a paradigm shift for the entire entertainment industry, building a world where FOMO is managed, and every seat finds its perfect occupant." — Partner at Quantum Leap Ventures * This is a work of fiction. Any resemblance to actual persons, living or dead, or actual VCs is purely coincidental. Target Customer Avid concert-goers, festival enthusiasts, sports fans, and frequent event attendees who desire greater flexibility and peace of mind. This includes individuals with unpredictable schedules, those balancing multiple potential event interests, or anyone seeking to mitigate financial risk against unforeseen circumstances. Why This Could Work AnticipateX works by addressing a genuine and widespread unmet need for flexibility in event planning. It taps into the psychological desire for 'backup plans' and efficient risk management for entertainment spending. By transforming subjective personal dilemmas into structured, conditional market logic, it creates a unique secondary market for contingent demand and supply. The platform leverages modern technology to manage complex conditions, turning individual uncertainty into a powerful collective marketplace. Similar Companies StubHub (general ticket resale) TicketSwap (fan-to-fan resale) DICE (waitlists & secure mobile t”
“Title: I’m Building a Micro SaaS for YouTube Creators — Need Honest Feedback 👀 Hey everyone, I’ve been working on a Micro SaaS idea and wanted to get some real feedback before going all in. The idea is simple: A tool that helps YouTube creators find trending topics in their niche And then instantly generates: - Video script ideas - High-converting titles - SEO-friendly descriptions + tags Basically, instead of spending hours researching “what should I post next?”, the tool gives you ready-to-use content direction in minutes. Why I thought of this: I’ve noticed that a lot of creators struggle with consistency — not because they can’t create, but because they don’t know what to create next. Trend research, scripting, and packaging takes a lot of time and energy. So the goal is: Reduce idea-to-upload time Help small creators grow faster Remove creative blocks But I don’t want to build something no one actually needs. So I’d really appreciate your thoughts: - Would you actually use something like this? - What features would make this a “must-have” instead of “just another tool”? - What existing tools are you already using for this? (and what do they lack?) - What would make you pay for it? Also, if you’re a YouTube creator: - What’s the hardest part for you right now — ideas, scripting, thumbnails, or SEO? And the most important question: Does this solve a real problem, or does it just sound useful? Be brutally honest — I’d rather hear hard truth now than regret later. Thanks”
Bundling commodity creator tools for a vague buyer, before proving creators will pay to fix their actual growth problem.
“A viral content scraper and evaluator”
Crowded tool, fuzzy promise, no buyer, pick one customer and a wedge or this dies as another cheap scraper.
“A business validator”
Crowded market, no buyer, no wedge, you are validating your validator before defining what it does better.
“a modern event startup: WorkAI is an AI-native B2B procurement operating system disrupting the fragmented, manual $500 billion corporate events and WorkAI is an all-in-one digital operating system that automates corporate event planning and vendor procurement by replacing manual agency work with autonomous AI agents. An employee simply enters their event criteria, and workai's AI crawls thousands of listings to source venues, manage multi-vendor quote requests, and automatically negotiate pricing. It then consolidates fragmented bookings—including venue hire, catering, entertainment, and transport—into a single digital shopping cart with real-time availability. Finally, the platform handles the legal and financial back-end by vetting contract terms for corporate compliance and bundling all separate supplier expenses into a single, unified invoice that integrates directly into the enterprise's existing accounting software.-spend" market.”
Real pain, wrong buyer, procurement owns this budget and already has the relationships.
“Ai browser rpa automation, can scrape and automate any task”
Technically feasible, commercially empty, browser automation without a buyer or use case is a demo, not a startup.
“Ai browser rpa automation, can scrape and automate any task”
Useful tech, no buyer, no wedge, and incumbents already own the generic browser automation story.
“Ai browser rpa automation, can scrape and automate any task”
Crowded market, no wedge, no buyer, browser automation alone is a feature, not a startup.
“An app that helps people discover new tv shows and movies and helps them decide what to watch. works like tinder but for movies where people can left swipe to like or right swipe to dislike a movie or a tv show. Also has a party feature where friends can join a room to decide the show together. if all of them liked the movie then its a match and it gets added to a night planner. The night planner mode helps people to plan the what to watch first by ranking all the liked card based on how fast they swiped left.”
Cute mechanic, no demand, people want a recommendation now, not Tinder for deciding between movies.
“A link shortener. You paste a long URL, we give you a short one. Free tier with analytics. Premium at $5/month for custom domains.”
Good problem, dead market, no reason to switch from trusted free defaults.
“A link shortener. You paste a long URL, we give you a short one. Free tier with analytics. Premium at $5/month for custom domains.”
Crowded commodity, no wedge, and your paid tier asks people to switch for something they already get free.
“Comprehensive Evaluation of Al-Driven, loT-Integrated Architectures for Predictive Shelf-Life Estimation and Warehouse Optimization”
Real waste, no buyer, no wedge, and incumbents already sell the obvious version.
“I am thinking to replicate this site and sell same https://reapify.io/”
Copying a live startup without a wedge or buyer is renting shelf space in someone else's store.
“An api that helps websites operate in censorship countries by injecting service runners to fallback to known working webpages”
Important pain, impossible buyer, and your wedge is political risk, not technology.
“fault tolerant internet protocol for light delay on interplanetary communication”
Real technology, imaginary market, governments already solved it and the private interplanetary customer does not exist yet.
“Startup funding by public - an app that has all the new startup’s in which the people of our country can invest in like angel investors but for small minimal part of the company”
Real demand, but incumbents own trust and compliance, and you have no wedge, market, or founder acquisition plan.
“An Idea roasting AI that evaluates the idea and explains why or why the idea would not work, and suggests ways to make the idea work if possible. Helps people find the flaw in their business ideas in detail.”
Good need, commodity product, without a narrow buyer or proprietary angle, this dies inside ChatGPT.
“An Idea roast platform at its finest.”
Funny bit, nonexistent business, people already get idea roasting free where they already post.
“AI carousel generator tool that helps you design captivating carousel posts for LinkedIn, Instagram, and other platforms. It makes it easier to increase social media engagement and grow your audience.How Postunreel Carousel maker works? Postunreel step 1 Step 1 Add content and generate Provide a topic, text, URL, or keywords that will guide the theme and messaging of the carousel. Based on your input, Postunreel AI will generate a visually appealing and optimized full carousel. Postunreel step 2 Step 2 Customize and preview the design You can customize the carousel by including your brand's logo, colors, fonts, and personalized visuals and text for each slide. Postunreel step 3 Step 3 Download and share Get your finished carousel in shareable image or PDF formats for effortless publication on various social platforms.Free AI Carousel Generator for your Social Media Postunreel Use our advanced Free AI Carousel Generator to create stunning premium-quality carousels for your social media. Generate Carousels from Topic Ideas: Need to have a whole article ready? No problem! Provide a topic of interest, and our advanced system will generate an informative and visually compelling carousel, ensuring your content resonates with your audience. Custom Text to Carousel: Provide any text content you have. Our advanced system will transform that text into an attractive, visually engaging carousel format. Convert Article to Carousel: With a single click, you can convert your comprehensive, in-depth articles into visually stunning and highly engaging carousel presentations.”
Good problem, dead middle market, and no wedge beyond speed in a category AI already commoditized.
“air tasker alternatvie in gerogia”
Hard mode marketplace, tiny market, no wedge, you'll burn cash fighting TaskRabbit on price before reaching scale.
Want your case on the registry?
Submit for the full panel →