Every idea that went through the panel.

“I'm building meistermatch , it is a tinder styled application to find a Skilled worker in Latvia in less than 2 hours”

Marketplace for skilled workers exists in every developed market; you need to explain why Latvian SMBs won't use OLX, Facebook groups, or existing platforms like PriceHere before you have a business.

“AI-Powered analysis for Non-Technical Staff who do not have enough technical skills in Excel and SQL. This targets particularly small companies to improve their decision-making using the AI tool by writing just natural language. marketers, salespeople, and operations workers can use this tool. and it is less than 10 dollars per month”

Good problem, commodity solution, win only if you own the messy integrations Excel Copilot cannot reach.

“AI-Powered analysis for Non-Technical Staff who do not have enough technical skills in Excel and SQL. This targets particularly small companies to improve their decision-making using the AI tool by writing just natural language.”

Crowded market, vague buyer, no budget line, this dies unless you own a painful vertical Excel workflow.

“Problem Title: AI-Powered Self-Service Data Access for Non-Technical Staff Context/Background: In many companies, operational staff (sales, marketing, support) rely on data stored in SQL databases. Accessing this data typically requires writing SQL queries, which most non-technical employees cannot do. As a result, they depend on data analysts or engineers for even simple queries. The Problem: Non-technical employees experience delays (often days) when requesting basic data, creating bottlenecks and slowing decision-making. Data teams become overloaded with repetitive, low-complexity requests.”

Real pain, but without a clear buyer, AI SQL copilots die in enterprise governance and get ignored in SMBs.

“AI Retrospective Facilitator”

Bundled tools crush this broad idea, but async retros for distributed teams who skip meetings could be a real wedge.

“AI specs writer”

Crowded feature, vague buyer, shallow pain, this dies unless you solve unclear requirements, not just generate prettier specs.

“Discover promising open source projects before everyone else does. Based on implicit signals”

Interesting signal, no buyer, no moat, free discovery already exists.

“Arabic ocr extraction with ai for custom schema the user provide (has bulk too)”

Promising wedge, but without a vertical and proof general tools fail, this is feature soup against giants.

“trybrief.co : Instead of using 10 apps, Brief gives you a full client & team briefing platform: AI-powered builder, custom branding, one-click send, real-time status tracking, client inbox, auto follow-ups. I'd be happy to hear what you think!”

Crowded space, blurry buyer, and no sharp wedge, this dies unless one niche desperately needs a dedicated briefing tool.

“a panel for teacher and coaches to schedule classes and assign students and related documents and financials.”

Crowded bundle, fuzzy buyer, no wedge, you are replacing good-enough tools before naming who feels the pain.

“animediator a ir language for animation orchestration and framework agnostic”

A framework agnostic animation layer is a solution looking for a buyer in a market already solved for free.

“An offline first restaurant POS”

Table stakes feature, no wedge, incumbents already own offline and restaurants buy labor, inventory, and delivery help.

“dispaloadiq”

Blank canvas, biggest risk is inventing a name before finding a customer with a painful, specific problem.

“Proposal Builder Problem: Freelancers and agencies repeatedly create the same proposals. MVP: * Templates * Generate PDF proposal * Send to customer Charge: $15-$50/month Scale into: * CRM * Contracts * Invoicing”

Crowded, undifferentiated, and unfocused, you are rebuilding a won category without a customer, moat, or believable wedge.

“Currency converter exchange app”

Crowded commodity, no buyer, no margin. Pick one painful niche or this dies as a free calculator.

“The Professional Utility Empire A fast collection of tools designed for Finance, Trades, Business, and everyday use. Finance & Trading (Markets) Finance / Trading XAUUSD Position Size Calculator Calculate precise lot sizes for Gold based on account balance, risk %, and stop loss. Finance / Crypto Crypto Profit/Loss Calculator Calculate net profit/loss, total return, and % for crypto trades. Trading Utilities Risk-to-Reward Ratio Calculator Evaluate if your setup is worth the risk before entering the market. Crypto Utilities Crypto Break-Even Calculator Calculate the exact price to sell at to cover exchange fees and avoid a loss. Finance / Crypto Dollar Cost Average Calculator Quickly calculate your true average entry price for stocks or crypto. Stock Utilities Dividend Yield Calculator Calculate your true dividend yield percentage instantly based on prices. Business & Startup Business Utilities Freelance Hourly Rate Calculator Calculate the minimum hourly rate needed to cover expenses and hit income goals. Business & Finance Invoice Tax & VAT Calculator Calculate the exact tax amount and final total for professional invoices. Business & Startup Business Break-Even Calculator Calculate exactly how many units you need to sell to reach break-even. Business & Finance Late Payment Interest Calculator Calculate specific interest penalties and new totals for late invoices. E-Commerce & Retail Sales Margin Calculator Instantly calculate your retail gross profit, margin, and markup percentage. Human Resources Real Employee Cost Calculator Calculate the fully burdened, real cost of an employee including taxes. Sales & Strategy Discount Profit Killer Calculate how much a "small" discount destroys your actual profit margin. Startup & Capital Startup Burn Rate Calculate your startup monthly cash burn rate and runway instantly. Legal & Contracts Legal & Business Lawyer Fee Calculator Calculate how much a quick phone call costs based on a lawyer's rate. Legal & Business Contract Red Flag Checklist Quick interactive checklist to spot dangerous clauses before signing. Legal & Business Simple NDA Generator Generate a simple, copy-paste Non-Disclosure Agreement template in seconds. Personal Finance Finance Compound Interest Calculator See how your money grows over time with monthly compounding. Curiosity Inflation Time Machine Discover the purchasing power of money over time via historical inflation. Personal Finance Subscription Waste Tracker See how much money you're losing every year to small monthly subscription fees. Personal Finance Emergency Fund Planner Calculate the exact minimum you need based on core expenses. Debt Management Credit Card Payoff Calculator Figure out exactly when you'll be debt-free and how much interest you'll pay. Health & Fitness Health Utilities BMI & Ideal Weight Calculate your Body Mass Index instantly to understand your health category. Health Utilities Caffeine Half-Life Calculator Calculate exactly how much caffeine is lingering in your system right now. Health Utilities Simple Menstrual Cycle Tracker Calculate your next period start date, estimated fertile window and safe period completely privately. Health Utilities Missed Dose Guide A quick logical guide-of-thumb for forgotten medication doses. Health Utilities Daily Water Goal Calculate exactly how much water you need daily based on weight and activity. Health Utilities Sleep Cycle Calculator Calculate the best times to go to sleep or wake up based on 90-minute REM cycles. Fitness Utilities Calorie Deficit Calculator Calculate your daily calorie goals for standard sustainable weight loss. Mental Health Mental Health Panic Attack Grounding A simple 5-4-3-2-1 interactive tool to center yourself during a panic attack. Mental Health Box Breathing Visualizer A smooth, visual breathing guide to instantly reduce stress and anxiety. Mental Health Mood Changer An instant, interactive mood-booster with jokes, validation, and breathing prompts. Math & Utilities Math Utilities Quick Percentage Calculator Calculate basic percentages, changes, and fraction relationships easily. Creator & Social Creator & Social TikTok Script Timer Find out exactly how long your short-form video will be. AI Utilities AI Prompt Polisher Turn basic prompts into expert instructions instantly. Creator & Social Engagement Rate Calculator Find out the true interaction % of any social post. Creator & Social Mini Bio-Link Generator Create a self-hosted 'Link in Bio' page snippet in seconds. Creator & Social Caption Line Breaker Add invisible spaces to keep your paragraphs separated. Creator & Social Random Hashtag Cloud Generate a block of relevant tags based on your seed words. Creator & Social YouTube Tag Helper Easily extract and format competitor tags. Creator & Social Influencer Rate Estimator Calculate standard industry baseline prices for a sponsored post.”

“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.