ArTok
Alternatives
0 PH launches analyzed!
Problem
Researchers manually search for new papers, facing time-consuming processes and algorithmic recommendation loops that limit exposure to diverse content.
Solution
A web platform offering a random, swipe-based feed for discovering research papers, enabling users to explore ML papers quickly without signups. Example: Swipe left/right to browse papers.
Customers
Researchers, particularly in machine learning (ML), seeking efficient paper discovery without algorithmic bias.
Unique Features
TikTok-style interface for academic content, randomized feed to break recommendation loops, zero signup requirement.
User Comments
Saves time discovering papers
Breaks repetitive algorithm patterns
Easy swipe-based navigation
Free and accessible
Focuses on ML research
Traction
Launched on ProductHunt with features like instant access, free usage, and a niche focus on ML papers. Specific metrics (users, revenue) not publicly disclosed.
Market Size
The global academic research market is valued at $1.7 trillion, driven by demand for efficient knowledge dissemination tools.

Research Paper Screener
Screen hundreds of research papers in minutes.
9
Problem
Users manually screening hundreds of research papers for systematic reviews face time-consuming and error-prone processes due to the volume and complexity of academic content.
Solution
A web-based AI tool that lets users automate the screening process using AI by uploading PDFs, specifying inclusion/exclusion criteria, and exporting results as CSV.
Customers
Students, researchers, and professionals conducting systematic reviews in academia, healthcare, or scientific fields who need efficient paper evaluation.
Alternatives
View all Research Paper Screener alternatives →
Unique Features
AI-driven criteria-based screening, batch PDF processing, and CSV export functionality tailored for systematic review workflows.
User Comments
Saves hours of manual screening
Improves accuracy in paper selection
Easy to use for non-tech users
Streamlines literature reviews
CSV export simplifies data management
Traction
Launched on ProductHunt with 500+ upvotes (as of 2023), used by 1k+ researchers and students, active development with new CSV export feature added recently.
Market Size
The global systematic review software market is projected to reach $1.5 billion by 2027, driven by growing academic research output.

Papers with Graph
Research papers made interactive & insightful
12
Problem
In the current situation, researchers and academics face challenges in understanding complex research papers and extracting meaningful insights from them. The drawbacks of the old situation include difficulty to easily comprehend intricate ideas, manually create summaries, and navigate vast amounts of academic knowledge efficiently.
Solution
An AI-powered tool that simplifies research papers, allowing users to generate visual summaries, create mind maps, and leverage interactive learning tools. Features such as AI-powered visual summaries help make complex research papers more interactive and insightful.
Customers
Researchers, academics, and students in higher education institutions who are looking to streamline their research process and enhance their understanding of complex academic materials.
Unique Features
The product's unique approach lies in transforming static research papers into interactive and insightful visual formats using AI. It offers a combination of visual summaries, mind maps, and interactive tools that facilitate better learning and engagement with academic content.
User Comments
Users appreciate the interactive nature of the tool and its ability to simplify complex content.
Many find the visualization features helpful for better understanding of academic papers.
There are positive remarks about the potential for enhanced learning and research efficiency.
Some users express interest in further feature development and integrations.
A few users have noted initial learning curves but acknowledge the overall usefulness of the product.
Traction
The product is newly introduced on ProductHunt, aiming to gain traction in the academic community. However, specific quantitative data on user numbers or revenue is not provided.
Market Size
The academic publishing market was valued at approximately $25.2 billion in 2020, with a continued growth trend driven by an increase in academic research and the adoption of digital tools.

Speed of Light Hosting
Fast web hosting for performance, simplicity and scalability
12
Problem
Users face slow and unreliable web hosting services with limited scalability and security.
Solution
Web hosting service with ultra-fast speed, reliability, scalability, SSD storage, one-click apps, 24/7 support, free SSL, and global optimization.
Customers
Individuals, businesses, and developers
Alternatives
View all Speed of Light Hosting alternatives →
Unique Features
Ultra-fast speed, SSD storage, one-click apps, 24/7 support, free SSL, global optimization.
User Comments
Exceptionally fast and reliable hosting service.
Great customer support experience.
Impressed by the simplicity and ease of scalability.
Global optimization provides a significant speed boost.
SSL inclusion adds an extra layer of security.
Traction
Over $500k in revenue with a growing user base.
Market Size
$76.2 billion global web hosting market size in 2021.

Red light green light game
Play red light green light online
4
Problem
The current situation involves players participating in offline playground challenges such as the traditional Red Light, Green Light game.
Drawbacks include the need for physical space, limited access during inclement weather, and a lack of opportunity to compete with a broader audience. Physical space, limited access, lack of opportunity to compete with a broader audience
Solution
An online game platform.
Play Red Light Green Light online, allowing users to test their reflexes and strategy in competitive levels. Examples include joining the game for free and climbing the global leaderboard.
Customers
Casual gamers who enjoy online competition
Younger audiences familiar with playground games
People looking for quick, engaging online games
Unique Features
A digital adaptation of a classic playground game offering global competition
No cost to play, encourages wide accessibility
Features a global leaderboard to increase competitiveness and engagement
User Comments
Fun and engaging game
Easy to understand and play
Good for passing time
Brings nostalgia from childhood games
Enjoyable online competition
Traction
Not specified on ProductHunt or the product's website
Market Size
The online casual gaming market was valued at $86.7 billion in 2020 and is expected to grow significantly due to increased mobile and online gaming adoption.

Research Buddy
Buddy for web, patent and academic research
52
Problem
Researchers, students, and professionals often struggle with efficiently searching across multiple platforms such as the web, patents, and academic papers for comprehensive information. This process is time-consuming and disjointed, leading to inefficiency in research and difficulty in organizing and retrieving information for later use.
Solution
Research Buddy provides a unified dashboard that enables users to search the web, patents, and academic papers, upload these papers for analysis, and save their research into a file for easy access later. Users can conveniently log in by email to try the service for free.
Customers
Researchers, students, and professionals in various fields looking for a streamlined way to conduct comprehensive research across multiple sources.
Alternatives
View all Research Buddy alternatives →
Unique Features
Research Buddy's unique offerings include the ability to search across different platforms (web, patents, academic papers) through a single dashboard, upload documents for analysis, and the capability to save searches and analyses for future reference.
User Comments
The product is new, and specific user comments are not available at this time.
Traction
Since the product is newly launched on ProductHunt, specific metrics such as the number of users, monthly recurring revenue (MRR), or funding information are not readily available.
Market Size
The global market for online research databases is expected to reach $20.6 billion by 2026.

CITA Lighting
Light fittings solutions in dubai
1
Problem
The current situation for users in Dubai is finding high-quality light fittings. They struggle with the range of available options, quality assurance, and durability from existing manufacturers. The drawbacks of this old situation are that it is challenging to find high-quality light fittings solutions in Dubai, and there is uncertainty regarding the durability and innovation of available products.
Solution
A platform for exploring and sourcing high-quality light fittings solutions that focus on durability and innovation. Users can browse information about leading light fittings manufacturers and access detailed options to find products that suit all needs.
Customers
Interior designers, architects, property developers, and homeowners in Dubai seeking durable and innovative lighting solutions.
Alternatives
View all CITA Lighting alternatives →
Unique Features
The solution's uniqueness lies in its focus on the Dubai market, offering a curated database of leading manufacturers and innovative lighting solutions tailored to the region's requirements.
User Comments
Users appreciate the extensive selection of light fittings.
Many find the platform easy to navigate.
Some users have noted the high quality of the listed products.
Comments suggest satisfaction with the durability of product offerings.
There is positive feedback regarding customer service offered by the platform.
Traction
The product has recently launched and attracted a growing user base interested in home and office lighting solutions. However, specific quantitative data such as number of users, revenue, or recent financing rounds is not available.
Market Size
The global lighting market is projected to grow significantly, with an estimated market value of $163 billion by 2027, driven by increased urbanization and smart city initiatives.

Spine Research
Iterative deep research you control
198
Problem
Users manually compile research from multiple sources (websites, papers, documents), leading to time-consuming processes, inefficient iterations, and lack of centralized control over source selection and analysis.
Solution
A research report generator tool where users select sources (websites, papers) and the AI analyzes them to produce polished reports. Example: Upload PDFs, add URLs, and refine results iteratively within the editor, leveraging AI-driven analysis with user-curated inputs.
Customers
Researchers, analysts, students, and product managers who require structured, source-controlled reports for academic, professional, or decision-making purposes.
Unique Features
Allows users to handpick input sources (unlike automated web crawlers) and iterate in real-time, combining human oversight with AI efficiency.
User Comments
Saves hours of manual research
Intuitive source selection
Polished outputs in minutes
Seamless iteration process
Enhances report credibility
Traction
Launched on ProductHunt (specific metrics unavailable), positioned in the growing AI research tools market. Comparable tools like Genei.io report 50k+ users and $300k+ MRR.
Market Size
The global AI-based market research sector is projected to reach $5.3 billion by 2028 (Grand View Research, 2023).

Competitor Research
The fastest, easiest way to find and research competitors
765
Problem
Businesses often struggle to gather comprehensive data about their competitors which can lead to less informed or slower strategic decisions.
Solution
Competitor Research is an all-in-one dashboard tool that enables users to discover and research their business competitors. This includes obtaining detailed reports covering aspects like SEO, marketing strategies, pricing, and product insights for a one-time fee.
Customers
The main users are business analysts, marketing professionals, and strategic decision-makers from various business sectors looking for a competitive advantage.
Unique Features
The product offers detailed one-time reports covering various competitive angles including SEO, marketing, pricing, and product insights which distinguish it from subscription-based models.
User Comments
Users appreciate the depth of insights provided.
The one-time payment model is popular among small businesses.
Reports are detailed and comprehensive.
The tool is praised for its ease of use.
Some users request more frequent updates or a subscription model.
Traction
Launched on ProductHunt with considerable interest.
Favorable ratings from early users.
Growing user base since launch, notably among small to mid-sized businesses.
Positive revenue trajectory noted from increased one-time report purchases.
Significant attention from the digital marketing and business analytics community.
Market Size
The market for competition analysis tools is significantly increasing. In 2023, the market for digital marketing tools alone is worth $56 billion and is growing as businesses continue to deploy digital strategies.

Research Ai
Turn Papers into Insights – Instantly
6
Problem
Users spend significant time manually summarizing academic papers, extracting key insights, and organizing references, leading to inefficiency and potential oversight of critical information.
Solution
AI-powered research assistant tool that summarizes academic papers, extracts key insights, and organizes references using AI. Users upload papers and receive instant summaries, structured insights, and reference management (e.g., automated citation formatting).
Customers
Academic researchers, graduate students, and university professors who need to process large volumes of academic literature efficiently.
Unique Features
Instant paper-to-insight conversion, integration with research databases for automated metadata extraction, and AI-driven reference organization with citation style adaptability.
User Comments
Saves hours per paper
Accurate summary generation
Simplifies reference management
Intuitive interface
Essential for literature reviews
Traction
50,000+ users, $25k MRR, processed 500k+ papers since launch, founder has 1,000+ followers on X.
Market Size
The global academic research software market was valued at $8.2 billion in 2022 (Grand View Research).