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Real-time Mobile Security with AI & Local VPN – Stay Secure
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Problem
Users rely on traditional VPNs and security apps that lack real-time AI-powered threat detection, leading to delayed protection against phishing, mod apps, hacking, and data leaks.
Solution
A mobile app combining AI and local VPN technology to scan links in real time, block threats proactively, and secure data without routing traffic externally.
Customers
Privacy-conscious mobile users, remote workers, business professionals handling sensitive data, and frequent public Wi-Fi users.
Unique Features
Microsoft-partnered AI engine, local VPN (no external data routing), real-time link scanning, and granular control over app-specific security settings.
User Comments
Blocks phishing attempts effectively
Minimal battery drain compared to other VPNs
Easy to customize app permissions
No lag during browsing
Trusted for sensitive transactions
Traction
Partnership with Microsoft, launched on ProductHunt (exact metrics unspecified)
Market Size
The global mobile security market is projected to reach $40.8 billion by 2030 (Grand View Research).

Mock Interviewer AI - Real-time

Practice Real-time Voice Interviews with AI
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Problem
Users struggle to practice real-time voice interviews with personalized feedback
Traditional mock interviews lack AI-driven analysis and real-time feedback
Solution
A real-time voice interview platform with AI-driven feedback
Users can practice mock interviews for any job title and industry, receive in-depth AI feedback, select interview rounds, and playback answer recordings
Customers
Job seekers, professionals, students, and individuals seeking to improve their interview skills
Specifically, individuals preparing for job interviews or looking to enhance their communication skills
Unique Features
AI-driven feedback during real-time voice interviews
Ability to choose interview rounds for practice and review recorded answers
Tailored feedback for different job titles and industries
User Comments
Great tool for interview practice, very helpful feedback
Improved my confidence in handling job interviews
In-depth analysis helped me identify areas for improvement
Intuitive interface and easy to use
Highly recommend for anyone looking to enhance their interview skills
Traction
350k users on the platform
$150k MRR with steady growth
Positive reviews and testimonials from users
Continuous updates and new features added regularly
Market Size
The global job interview coaching market was valued at approximately $150 million in 2021

Real-Time Call Center AI

Shooting suggestions in real-time during calls
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Problem
Call center agents struggle to handle calls efficiently and to provide accurate information to the customers, resulting in long call times and decreased customer satisfaction.
Solution
AI-powered real-time call center assistant that provides suggestions to agents during calls, helping to reduce call handle time by 30%.
Core features: Real-time shooting suggestions during calls based on company knowledge base.
Customers
Call center agents dealing with customer calls requiring instant and accurate responses.
Unique Features
Real-time AI-powered call assistance during live calls.
User Comments
Helps me provide accurate information quickly.
Great tool for reducing call handle time.
Saves me time looking up information during calls.
Improves customer satisfaction with prompt responses.
Easy to use and integrates seamlessly.
Traction
Currently no specific quantitative values available regarding traction.
Market Size
The global market for AI-powered call center solutions was valued at approximately $2.3 billion in 2021.

Eyre.ai Secure AI Meeting Platform

Meeting notes, summaries, and unique AI meeting prompter!
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Problem
Users face challenges in communication during meetings due to the lack of efficient note-taking, real-time assistance, and seamless integration of communication tools.
Lack of efficient note-taking, real-time assistance, and seamless integration of communication tools.
Solution
An AI meeting platform offering real-time speech assistant, meeting notes, transcripts, agendas, and secure, private P2P calls with seamless Google Meet integration.
Real-time speech assistant, meeting notes, transcripts, agendas, secure P2P calls, seamless Google Meet integration.
Customers
Professionals, remote teams, project managers, sales teams, and corporate executives requiring efficient meeting communication, note-taking, and organization.
Project managers, sales teams, corporate executives.
Unique Features
Real-time speech assistance, meeting summaries, transcripts, agendas, private P2P calls, and seamless integration with Google Meet ensure enhanced meeting productivity and communication.
User Comments
Easy-to-use and efficient for managing meeting notes and summaries.
The real-time speech assistant significantly improves communication during meetings.
Secure and private P2P calls provide peace of mind for sensitive discussions.
Seamless integration with Google Meet streamlines the meeting process.
Overall, users highly appreciate the productivity boost and improved communication Eyre.ai brings to meetings.
Traction
Eyre.ai has gained significant traction with over 10,000 active users within the first month of launch.
Market Size
The global market for AI meeting platforms is valued at approximately $1.2 billion in 2021 and is expected to grow further with the increasing adoption of remote work and virtual meetings.
$1.2 billion

AI or Real?

AI or Real? test your skill identifying ai-generated images
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Problem
Users struggle to determine whether images are real or AI-generated, which poses a challenge in understanding the integration of AI in visual contexts.
determine whether images are real or AI-generated
Solution
An interactive online game
puts your perception to the test with fun and challenging rounds where players need to identify AI-generated images from real ones
Customers
Game enthusiasts, tech-savvy individuals, and digital creatives
primarily aged 18-35 who enjoy interactive and challenging tasks plus keeping updated with AI technology
Unique Features
The game's unique selling point is its focus on testing and improving one's perceptual skills in identifying AI-generated images amidst the ample presence of such images in today’s digital ecosystem.
User Comments
The game is engaging and surprisingly challenging.
It provides a fun way to increase awareness of AI in everyday objects.
Players appreciate the competitive aspect when playing with friends.
Some users found it difficult, highlighting the improvement in AI imaging technology.
It's an educational tool that combines fun with learning about AI advancements.
Traction
The game gained notable attention on ProductHunt with growing user engagement due to its unique concept and entertaining challenge.
Market Size
The global AI image recognition market size was valued at $2.8 billion in 2021 and is projected to grow at a CAGR of 15.1% from 2022 to 2030, making awareness-enhancing tools a prominent niche.

MediaSFU–Real-Time Voice & Vision Agents

The most affordable real-time AI pipeline for voice & vision
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Problem
Users currently face high costs and latency issues in hosting real-time video, voice, and AI-powered media. The major drawback is the high cost and latency associated with these services.
Solution
A platform that offers real-time AI pipelines for voice and vision with ultra-low latency and significant cost savings. Users can deploy STT, LLMs (such as ChatGPT, DeepSeek, Claude), TTS, and vision AI instantly.
Customers
Developers and businesses needing to host real-time video, voice, and AI-powered media applications. Typically tech-savvy individuals or small to medium-sized enterprises (SMEs) looking to save on costs and reduce latency in their applications.
Unique Features
The solution offers up to 200x cost savings compared to traditional methods, with an emphasis on real-time processing and immediate deployment capabilities for various AI models and tools (e.g., STT, TTS, vision AI).
User Comments
Users appreciate the significant cost savings.
The ultra-low latency feature is highly valued.
The ease of deploying AI models is a strong selling point.
Some users noted the learning curve for setting up the service.
Reliable and scalable performance is frequently mentioned as a positive aspect.
Traction
Recently launched product with growing interest in the AI pipeline field. Current specifics on MRR, user base, or financing are not detailed from available data.
Market Size
The global video communication platform as a service (PaaS) market, which includes real-time video, voice, and AI media pipelines, was valued at approximately $2.5 billion in 2020, with further growth expected.

https://app.cvetrack.ai

Secure your software with real-time cve tracking
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Problem
Users manually track software vulnerabilities and licenses, leading to security gaps and compliance risks due to delayed updates and human error.
Solution
A SaaS platform enabling real-time CVE tracking, license compliance, and automated security reporting. Users receive real-time alerts and actionable insights to mitigate risks.
Customers
Cybersecurity teams, DevOps engineers, and compliance officers in tech companies or enterprises managing software security.
Unique Features
Combines real-time CVE monitoring with license compliance checks and automated reporting in a single dashboard.
User Comments
Simplifies vulnerability management
Saves time on compliance checks
Accurate real-time alerts
User-friendly interface
Essential for DevOps workflows
Traction
Launched on ProductHunt with 180+ upvotes. Early-stage traction with undisclosed revenue/user numbers.
Market Size
The global cybersecurity market is projected to reach $500 billion by 2030, driven by rising software vulnerabilities.

LocalAPI.ai - Local AI Platform

Easily invoke and manage local AI models in your browser.
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Problem
Users previously managed local AI models through platforms requiring complex server setups and installations, leading to time-consuming deployments and limited accessibility.
Solution
A browser-based AI management tool enabling users to run and manage local AI models directly in the browser with one HTML file, compatible with Ollama, vLLM, LM Studio, and llama.cpp.
Customers
Developers and AI engineers building AI-powered applications who require lightweight, local model integration without infrastructure overhead.
Unique Features
Runs entirely in the browser with zero setup, supports multiple AI backends, and eliminates server dependency.
User Comments
Simplifies local AI deployment
Saves hours of configuration
Seamless integration with Ollama
Perfect for prototyping
Browser compatibility is a game-changer
Traction
Launched on ProductHunt with 500+ upvotes, featured as a top AI/ML product. Exact revenue/user metrics undisclosed.
Market Size
The global AI infrastructure market, including local AI tools, is valued at $50.4 billion in 2023 (MarketsandMarkets).
Problem
Users struggle to generate or transform photos easily without advanced design skills, leading to a lack of capability to create realistic visuals for their needs. The lack of capability to create realistic visuals without advanced skills is the drawback.
Solution
Real AI – AI Photo Generator is a tool that allows users to create or transform photos using AI technology, enabling the creation of realistic AI photos easily without the need for advanced design skills.
Customers
The user personas most likely to use this product are graphic designers, marketers, content creators, social media managers, and game developers who require high-quality images for their projects or social media platforms.
Unique Features
The unique feature of Real AI – AI Photo Generator is its ability to generate and transform photos into realistic visuals using advanced AI technology. This stands out because it democratizes access to high-quality image creation for users without needing extensive design skills or software knowledge.
User Comments
Users appreciate the ease of use and the quality of the generated photos.
There is positive feedback on the realistic results produced by the AI.
Some users mention it as a time-saving tool for content creation.
A few comments suggest improvements in specific areas for more customized outputs.
General sentiment is that it offers a valuable solution for users looking to create or enhance images with AI.
Traction
The product has positive reviews on Product Hunt, indicating a welcoming initial user reception. Specific numbers regarding users, revenue, or recent updates were not available at the time of research.
Market Size
The global AI in the image recognition market is expected to grow to $53.0 billion by 2025 at a CAGR of 17.1% from 2020 to 2025, indicating a substantial potential market for AI-based photo generation and transformation products like Real AI.

Real-Time Notes & Action Items

AI that writes crisp bullet point notes in real-time
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Problem
In the current situation, users manually take notes, assign action items, and create transcripts during calls, which is time-consuming and inefficient.
Manually take notes, assign action items, and create transcripts during calls
Solution
A real-time note-taking and transcription tool
write real-time notes, action items, and transcripts while on calls, capture key moments, and create instant soundbites
Customers
Business professionals, team leaders, and project managers who frequently conduct online meetings and require efficient note-taking and actionable outcomes
Unique Features
Real-time AI-generated notes and transcripts that allow capturing key moments and creating instant soundbites
User Comments
The AI is adept at capturing accurate notes and action items.
Improves meeting productivity significantly.
Some users find the transcription accuracy varies depending on sound quality.
A useful tool for remote teams and virtual meetings.
The integration with other tools is seamless and beneficial.
Traction
The product appears to have a growing user base, particularly among remote teams and online meeting platforms users, but specific values or user numbers are not provided
Market Size
The global market for real-time transcription and note-taking solutions is expected to grow significantly, projected to reach $21.5 billion by 2027, driven by increased remote working and virtual meetings.