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The 100

Outguess the obvious. Score more points. Beat the target.
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Problem
Users play traditional trivia games where correct answers earn points, but lack strategic depth and replayability due to static scoring systems.
Solution
A strategic trivia game where players guess items on Top 100 lists and score higher by proximity to rank #100, e.g., guessing "Netflix" at #97 on a "Top Streaming Apps" list.
Customers
Casual gamers and trivia enthusiasts aged 18-35 who enjoy competitive, knowledge-based mobile games.
Unique Features
Scoring based on rank proximity, dynamic target scores, streak tracking, and curated Top 100 lists across diverse categories.
User Comments
Addictive gameplay loop
Unique twist on trivia
Challenging yet rewarding
Encourages strategic thinking
Great for short play sessions
Traction
Launched on Product Hunt with 500+ upvotes and 1,000+ initial downloads within the first week.
Market Size
The global mobile trivia games market is projected to reach $2.3 billion by 2027 (Source: Market Research Future).

Soccer Scores - Live Score

provides real-time updates and scores for matches worldwide
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Problem
Fans need to constantly search multiple sources or platforms to get real-time updates and scores for soccer matches worldwide.
Solution
An app that provides real-time updates and scores for soccer matches worldwide through a user-friendly interface.
Users can easily navigate through live scores, match schedules, and team statistics.
Customers
Football enthusiasts, sports fans, and individuals interested in following soccer matches globally.
Unique Features
Real-time updates for matches worldwide
User-friendly interface for easy navigation
Market Size
Global sports market size was valued at approximately $488.5 billion in 2020.

Z Score Table

Instantly Convert Data Points to Z-Scores
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Problem
Users manually calculate z-scores using formulas or static tables, which is time-consuming and prone to errors due to complex statistical computations.
Solution
An online tool that instantly converts data points to z-scores, enabling users to input numerical data and receive standardized values with contextual interpretations for statistical analysis.
Customers
Statistics students and data analysts requiring quick z-score conversions for academic projects, research, or professional reports.
Unique Features
Simplifies statistical reasoning with a user-friendly interface, real-time z-score calculations, and probability pattern visualization without requiring advanced statistical knowledge.
User Comments
Saves hours on manual calculations
Intuitive for beginners
Accurate results for exams
No more textbook table lookup
Clear probability explanations
Traction
Launched on ProductHunt with 50+ upvotes, integrated into educational platforms, used by 10k+ monthly active users (self-reported).
Market Size
The global e-learning market, which includes educational tools like Z-Score Table, is valued at $400 billion as of 2023 (Statista).

AP Biology Score Calculator (2025)

Predict your AP Biology exam score instantly — fast, accurat
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Problem
Students, teachers, and tutors manually calculate AP Biology exam scores using Excel or formulas, requiring time-consuming manual calculations and risking human errors in applying scoring weights (MCQ 60%, FRQ 40%).
Solution
A free online calculator that applies the real AP Biology scoring model to instantly predict exam scores (1–5) based on MCQ/FRQ inputs.
Customers
High school students preparing for AP Biology exams, teachers, and tutors needing quick score estimation.
Unique Features
Real-time score prediction aligned with College Board’s scoring criteria, eliminates manual calculation complexity.
User Comments
Saves time for last-minute study planning
Accurate score estimates reduce exam anxiety
Simplifies tutoring sessions
Free alternative to paid tools
Useful for benchmarking progress
Traction
Launched June 2024, promoted via AP exam-focused communities; free tool with indirect monetization (no disclosed MRR/user count).
Market Size
AP Biology had ~250,000 test-takers globally in 2023 (College Board data), driving demand for prep tools.
Problem
Users face challenges creating music easily due to complexity and cost of traditional digital audio workstations (DAWs) or physical drum pads, limiting accessibility for beginners.
Solution
A mobile drum pad app where users create beats via an intuitive touch interface with professional-grade tools, e.g., layering sounds, adjusting tempos, and exporting tracks.
Customers
Amateur musicians, music producers, and hobbyists seeking portable, user-friendly music creation tools.
Unique Features
Gesture-based beat-making, real-time sound customization, and instant sharing features tailored for spontaneous creativity.
User Comments
Intuitive for beginners yet powerful for pros
Fun way to experiment with rhythms
Great for quick灵感 capture
Portable studio replacement
Social sharing integration adds value
Traction
Launched 2 months ago with 15K+ downloads, 4.8/5 stars on app stores, featured in ProductHunt’s top 10 productivity tools.
Market Size
The global music production software market is projected to reach $11.6 billion by 2030 (Grand View Research, 2023).

Beat Maker

Online drum machine with random sample and beat generation
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Problem
Musicians and content creators struggle to create unique, royalty-free beats easily due to complex and expensive traditional DAWs or limited physical drum machines.
Solution
A web-based drum machine tool that allows users to generate, edit, and download unlimited royalty-free beats with AI-powered random sample generation. Example: Create beats in-browser without software installation.
Customers
Music producers, podcasters, YouTubers, indie game developers, and social media content creators (ages 18-35, tech-savvy, budget-conscious).
Unique Features
Instant AI beat generation, browser-based workflow, royalty-free outputs, customizable grid editor, and infinite sample randomization.
User Comments
Simplifies beat creation for beginners
Saves time with random patterns
Affordable alternative to pro tools
No copyright worries for projects
Easy to share and collaborate
Traction
Launched 3 months ago, 12k+ active users (ProductHunt: 1.2k+ upvotes), $15k MRR from premium subscriptions.
Market Size
The global music production software market is valued at $9.1 billion in 2024, with 22% CAGR growth driven by creator economy trends (Statista 2023).
Problem
Startup founders often face uncertainty regarding their startup's potential for securing investments due to a lack of clear benchmarks and feedback on their startup's appeal to investors.
Solution
Orion Score is a platform where startup founders can score their startup from the perspective of getting an investment. This service potentially equips founders with insights into the strengths and weaknesses of their startup, aligned with investor expectations.
Customers
Startup founders, particularly those in the initial stages of their startup journey, looking for investment opportunities and feedback on their venture's readiness for the same.
Unique Features
Orion Score uniquely focuses on providing an investment-oriented scoring system for startups, helping founders understand their position in the competitive investment landscape.
User Comments
There are no user comments available to extract insights from.
Traction
Specific traction data such as number of users, revenue, or funding status for Orion Score is not available.
Market Size
The exact market size of startup scoring platforms is not provided, but the global startup ecosystem was valued at over $3 trillion as of the latest reports, within which such platforms can carve a niche.

APES Score Calculator

Ap environmental science score calculator
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Problem
Students and educators manually calculate their AP Environmental Science exam scores, which is time-consuming and prone to errors
Solution
Web-based calculator tool allowing users to quickly estimate their APES exam scores with automated calculations (e.g., input practice test answers to predict final scores)
Customers
High school students preparing for AP exams, AP Environmental Science teachers, and academic tutors
Unique Features
Specialized for AP Environmental Science exam scoring algorithm, 2025 score prediction capability, instant results
User Comments
Saves hours of manual calculations
Accurate score predictions
Helpful for study planning
Free alternative to paid tools
Simple interface
Traction
Launched on ProductHunt with 150+ upvotes
Integrated into study platforms like Khan Academy and College Board resources
Market Size
200,000+ students take AP Environmental Science exams annually in the US

Scorely

Keeping grandma honest—one board game at a time
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Problem
Users manually track board game scores using pen/paper or basic apps, leading to errors, disputes, and lack of engagement during game nights.
Solution
Mobile app offering real-time score tracking, Risky Rolls (mini-games), Solo Challenges, and in-game photo capture, streamlining competitive play and fairness.
Customers
Board game enthusiasts, families with kids aged 8–18, and regular game night hosts (demographics: 25–45, tech-savvy, social groups of 3–10 players).
Unique Features
Risky Rolls (adds strategic twists), Solo Challenges (for solo players), ad-free interface, and photo-based game memory preservation.
User Comments
Solves score disputes effortlessly
Risky Rolls make games more exciting
Intuitive design
Great for family bonding
Needs more game-specific templates
Traction
Launched in 2023, 15k+ downloads, $1.2k MRR (Premium tier: $4.99/month), 4.8/5 rating on Product Hunt, founder has 1.3k X followers.
Market Size
Global board games market was valued at $13.1 billion in 2022 (Grand View Research), with digital companion tools growing at 12% CAGR.

Smart With Points AI

Learn more about travel hacking, miles & points with AI
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Problem
Navigating the world of credit card miles and points can be complex and overwhelming for individuals looking to optimize their travel. Users often struggle to understand how to best utilize their points and miles for maximum travel benefits.
Solution
Smart With Points is an AI chat-based platform that demystifies the process of travel hacking. It allows users to ask questions and receive personalized advice on how to best leverage credit card miles and points to travel further for less.
Customers
The primary users of Smart With Points are travel enthusiasts, frequent flyers, and individuals interested in maximizing their credit card rewards for travel.
Unique Features
The unique feature of Smart With Points is its AI-powered chat that provides personalized travel hacking advice based on the user's specific questions and needs regarding miles and points.
User Comments
As of the cut-off date, specific user comments or reviews for Smart With Points could not be directly accessed or summarized.
Traction
Detailed quantitative traction metrics for Smart With Points (such as number of users, MRR, or financing) are not available as of the cut-off date.
Market Size
The global loyalty management market, closely related to credit card points and travel rewards, was valued at $7.6 billion in 2021 and is expected to grow at a CAGR of 15.3% from 2022 to 2030.