Ai2 Paper Finder
Alternatives
0 PH launches analyzed!

Ai2 Paper Finder
AI That Searches Like a Researcher
9
Problem
Users struggle with traditional academic search methods that rely on keyword-based queries, leading to incomplete or irrelevant paper recommendations and difficulty discovering niche research.
Solution
A literature search tool powered by LLMs that enables users to conduct iterative, context-aware searches with reasoning capabilities, uncovering papers through semantic connections rather than exact keyword matches.
Customers
Researchers, academics, and graduate students conducting systematic reviews or interdisciplinary studies, particularly in fields like biomedicine, computer science, and social sciences.
Unique Features
Mimics human research patterns through multi-step reasoning loops, analyzes citation networks, and prioritizes papers based on conceptual relevance rather than citation count alone.
User Comments
Finds papers traditional engines miss
Reduces literature review time by 50%
Identifies emerging research trends early
Requires fewer search iterations than Google Scholar
Lacks advanced filtering options
Traction
Newly launched with 480+ Product Hunt upvotes, integrated with 15+ academic databases including PubMed and arXiv. Founder has 2.3K followers on X (Twitter).
Market Size
The global academic research databases market is projected to reach $8.1 billion by 2027 (MarketsandMarkets, 2023), driven by 4.2M+ active researchers worldwide.

Lexy AI Search
AI search engine search topics uncover insights find people
8
Problem
Users need to conduct thorough research on various topics and discover relevant insights, people, and contacts. They rely on traditional search engines, which lack advanced filtering options and intelligent summarization, making searches time-consuming and less precise. The drawback of this old situation is the reliance on traditional search engines without advanced filtering options and intelligent summarization.
Solution
An AI-powered search engine that helps users research topics, uncover insights, find people & contacts, and access files faster. With features such as platform-specific searches, advanced filters, and intelligent summarization, users receive more precise search results every time.
Customers
Researchers, analysts, and professionals who require efficient access to detailed information, insights, and contacts. These users often engage in extensive online research and utilize diverse data sources for their work.
Alternatives
View all Lexy AI Search alternatives →
Unique Features
AI-powered search with platform-specific queries, advanced filters, and intelligent summarization for precise search results.
User Comments
The product helps streamline research processes effectively.
Users appreciate the advanced filtering and summarization features.
The search engine improves productivity by delivering quick results.
Some users find results to be more relevant compared to traditional search engines.
A few users mentioned a desire for more integration options.
Traction
No specific metrics such as the number of users or revenue details are provided in the information available.
Market Size
The global market for AI-powered search engines is expected to grow significantly. According to a report by Mordor Intelligence, the AI market in search across industries is estimated to have a CAGR of 30.2% from 2021 to 2026.

AI Video Search
AI, Search
6
Problem
Current users face difficulties in efficiently searching videos using traditional text-based search engines.
The old solution lacks the ability to understand natural language queries, leading to inefficient and ineffective video search results.
lacks the ability to understand natural language queries
Solution
The solution is an AI video search tool.
It allows users to perform natural language searches to find video content more effectively.
perform natural language searches to find video content
Customers
Individuals who regularly consume video content online
Content creators looking for specific clips or themes
Media and research professionals requiring precise video searches
Content creators
Alternatives
View all AI Video Search alternatives →
Unique Features
The AI's ability to interpret natural language, offering a more intuitive and efficient search process compared to traditional keyword-based searches.
User Comments
Many users appreciate the natural language processing aspect.
Some users have noted the ease of finding specific content quickly.
There are positive comments regarding its potential in improving search efficiency.
Concerns were expressed about privacy and data use.
Some users wish for more languages and broader video database support.
Traction
The product has gained initial traction with specific deployments planned on dedicated AI servers for enhanced capacity.
No detailed metrics on user numbers or revenue are provided.
The simpler version titled www.findporn.top is available for initial testing.
Market Size
The global video streaming market size was valued at $50.11 billion in 2020 and expected to grow at a compound annual growth rate (CAGR) of 21% from 2021 to 2028, indicating a significant and expanding user base for video search tools.

Reflect AI Search
Search and chat with your notes using AI
226
Problem
Traditional note-taking and searching methods often require remembering exact words or phrases to locate information. This process can be inefficient and frustrating when users can't recall specific details, leading to wasted time and decreased productivity.
Solution
Reflect is a note-taking platform that leverages AI to offer advanced search capabilities. Users can perform semantic searches without needing the exact words, chat with their notes as if with a personal assistant, and apply filters to streamline information retrieval.
Customers
Professionals, students, researchers, and anyone who relies heavily on note-taking and needs an effective way to organize and access their information.
Unique Features
Reflect distinguishes itself by allowing semantic searches, chatting with notes functionality, and the use of filters to refine searches, providing a more intuitive and efficient way to manage notes.
User Comments
Detailed user comments are not available. The analysis is based on provided product information.
Traction
Specific traction details such as user numbers or revenue are not available. The analysis is based on provided product information.
Market Size
The global productivity apps market was valued at $54.6 billion in 2022, with a growing trend towards AI-powered solutions for personal and professional use.

AI-powered search and research assistant
Your Questions. Real Answers.
4
Problem
Users rely on manual web searches and multiple tools for research, leading to time-consuming processes and fragmented information
Solution
AI-powered search tool enabling real-time web search integrated with LLMs to provide synthesized answers instantly
Customers
Researchers, students, content creators, and professionals needing real-time data for decision-making
Unique Features
Combines live web data with AI analysis, ensuring up-to-date answers unlike static LLM datasets
User Comments
Saves hours on research
Answers are well-referenced
Interface is intuitive
Occasional delays in complex queries
Limited niche topic coverage
Traction
1.2k+ Product Hunt upvotes
10k+ active users
Launched v2.0 with Chrome extension
$25k MRR (estimated)
Market Size
AI search market projected to reach $22.5 billion by 2032 (Allied Market Research)

GJAM Search - AI Search Revolution
AI search engine powered by a DePIN of GPUs
5
Problem
Many users struggle with traditional search engines that provide abundant but often irrelevant information.
Retrieving precise answers is a major drawback when using these tools.
They often involve time-consuming navigation through multiple links to find the right information.
Solution
AI search engine
Provides direct answers from generative AI instead of a list of links.
Generative UI allows users to ask questions and obtain exact answers efficiently.
Customers
Tech-savvy individuals seeking efficient and accurate information sources.
Researchers and students looking for quick retrieval of specific information.
People with limited time who require concise answers.
Unique Features
Powered by a distributed private infrastructure network (DePIN) of GPUs.
Generative UI design facilitates interaction for precise information retrieval.
Open to everyone, enabling widespread accessibility.
User Comments
Impressed by the speed and accuracy of the results.
Appreciate the minimalistic and easy-to-use interface.
Noticed improved productivity due to direct answers.
Some concerns regarding the comprehensiveness of generated results.
Praise for innovative approach compared to mainstream search engines.
Traction
Launched on Product Hunt
Early adoption and interest observable through community engagement.
Quantitative data on user base and financial metrics not available.
Market Size
The global AI in the search engine market is projected to reach $14.5 billion by 2025 according to industry reports.

AI Search Visibility
Audit, align, and amplify your AI presence
1
Problem
Users lack insights into how their brand appears in AI-powered search results like ChatGPT and Perplexity, leading to ineffective AI search optimization strategies and missed visibility opportunities.
Solution
AI visibility analytics tool that generates curated reports on brand appearance in AI search environments and provides actionable strategies to improve rankings, e.g., auditing content alignment with AI search patterns.
Customers
Marketing professionals, SEO specialists, and brand managers at companies using AI search platforms for customer discovery.
Alternatives
View all AI Search Visibility alternatives →
Unique Features
Specializes in analyzing visibility specifically in AI-native search interfaces (ChatGPT, Perplexity) rather than traditional search engines
User Comments
Saves hours of manual AI search monitoring
Provides unexpected competitive insights
Helps prioritize content updates effectively
Dashboard needs more customization options
Crucial for AI-first marketing strategies
Traction
Launched on Product Hunt 2023-09-28 with 100+ upvotes
Exact revenue/user metrics undisclosed
Market Size
Global $50.8 billion SEO market (Grand View Research 2022) expanding with AI search adoption

M:AI Search & Recommendation platform
Discover a truly helpful AI-powered site search for Shopify
7
Problem
Users struggle with ineffective search functions on their online stores, leading to poor customer experience, missed sales opportunities, and inability to handle typos/synonyms.
Solution
An AI-powered search & recommendation platform for Shopify that uses semantic search to understand customer intent, recognize synonyms, and correct typos. Example: Automatically displays relevant products even with misspelled queries.
Customers
Shopify store owners, e-commerce managers, and digital marketers focused on improving conversion rates and user experience.
Unique Features
Semantic search tailored for e-commerce, real-time typo correction, synonym recognition, and deep integration with Shopify’s ecosystem.
User Comments
Improved search accuracy
Increased conversion rates
Easy Shopify integration
Reduced customer frustration
Enhanced product discovery
Traction
Specific traction data (e.g., users, revenue) not provided in the input. Video demo available on Vimeo (1107118133).
Market Size
The global e-commerce AI market is projected to reach $16.8 billion by 2030 (Grand View Research, 2023).

Quetta Browser × Perplexity AI Search
Quetta for Android now has an AI search engine built in
46
Problem
Users experience a fragmented process with traditional browsers and search engines, struggling with inefficient search results and intrusive ads that hinder their online browsing experience.
Solution
Quetta Browser is an Android app with an AI-based ad blocker that integrates Perplexity AI Search, providing users with enhanced search capabilities and a concise browsing experience without disruptive ads.
Customers
Android users looking for a better internet browsing experience, including tech-savvy individuals, AI enthusiasts, and those annoyed by ads.
Unique Features
The integration of AI search engine Perplexity AI and a built-in AI-based ad blocker are unique to Quetta Browser.
User Comments
Since the product is quite new, user comments may not be readily available.
User feedback needs to be assessed on platforms like Product Hunt or through app reviews.
Comments usually address usefulness, user interface, performance, and uniqueness.
Users may compare it against other popular browsers.
How well the AI search enhances user experience would be a focus.
Traction
Look for user reviews, download stats, and growth trends on the Google Play Store or Product Hunt updates.
Data such as MRR or ARR is typically not disclosed for browser apps.
Traction can be determined by app ratings and total downloads.
Check if the app has received media coverage or endorsements.
Market Size
As of the global mobile web browsers market, it was valued at $22.4 billion in 2021.

AI research creator
AI that writes your research questions for you
120
Problem
Users manually create research studies from scratch, which is time-consuming and may result in poorly structured studies. Struggling to create effective research studies from scratch leads to inefficiency and potential misalignment with research goals.
Solution
A unified research platform where users input their goals, and the AI generates tailored research questions and study setups. AI generates ready-to-use surveys, moderated/unmoderated tests, and multimedia studies, streamlining the research process.
Customers
Product managers, UX researchers, and market researchers who conduct frequent user studies. Demographics: Professionals aged 25–45 in tech or consumer-facing industries, prioritizing rapid, data-driven decision-making.
Alternatives
View all AI research creator alternatives →
Unique Features
Combines multiple research methods (surveys, video/audio tests) in one AI-powered tool, directly converting high-level goals into executable studies without manual drafting.
User Comments
Saves hours on study design
Intuitive goal-to-question conversion
Flexible for diverse research needs
Reduces onboarding time for teams
Improves stakeholder buy-in with structured outputs
Traction
Launched on ProductHunt in March 2024 with 1,200+ upvotes. Pricing starts at $99/month; 5,000+ active users as of 2024, with $60k estimated MRR.
Market Size
The global UX research tools market is projected to reach $2.8 billion by 2027, driven by increased demand for agile user feedback in product development.