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AI-Driven Matchmaking System
[Category : - SOFTWARES- OTHER]
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Unlike traditional dating apps that rely on static matching algorithms, this system uses multi-modal AI— meaning it evaluates profile images, written text, and user behaviors all together — to create highly personalized matches.
It combines Convolutional Neural Networks (CNNs) (which analyze images like profile pictures), Natural Language Processing (NLP) (which reads and understands text from bios, messages, and interests), and user behavior tracking (such as swipes, messaging patterns, and responses) to dynamically evolve compatibility scores over time.
Instead of static one-time matching models, this system learns and adapts continuously as users interact with the platform, leading to smarter, more satisfying match recommendations.
2. Addressing Core Industry Pain Points
The online dating industry continues to grow, but serious friction points remain — particularly where major platforms have been slow to innovate:
• Poor initial matches (“cold-start” issues): Users often experience low-quality recommendations early, leading to fast churn.
• Swipe fatigue: Endless low-probability matches frustrate users and reduce engagement.
• Bot and scam infiltration: Fraudulent accounts still threaten platform credibility.
• Poor pre-date coordination: Leaving users to handle logistics independently weakens the match-to-meeting success rate.
This system directly addresses all of these weaknesses through adaptive AI, better fraud detection, and smart user support features — helping platforms solve problems that users are increasingly demanding better solutions for.
Financial information
What I’m Looking For: I am seeking an outright sale of this provisional patent. I’m prioritizing a quick, clean transaction to transfer ownership fully to the buyer, with no complex licensing structures.
Prior Marketing or Sales Status: This patent has not been previously sold, licensed, or commercially deployed. It is a first-offering opportunity.
Market Potential:The online dating industry is valued at approximately $10 billion in 2025, with 7.6–9.5% CAGR projected through 2030.
This AI-driven system directly addresses major industry pain points — including poor early match quality, swipe fatigue, fraud risk, and weak pre-date coordination success rates — creating an immediate opportunity for platforms to increase user engagement, reduce churn, and lift subscription revenue.
Beyond standalone platform potential, this system is designed to integrate flexibly into existing dating apps as a premium feature, offering high-margin upsell opportunities without requiring full platform rebuilds.
Startups and mid-sized brands could leverage it to fast-track innovation, lower development costs, and significantly differentiate themselves while larger incumbents are still adapting.
Conditions for Sale: No special conditions beyond the sale itself. For full transparency, the patent is currently at the provisional stage, and I am a first-time seller.
Upon serious inquiry, I will provide proof of filing, including the official application number, confirmation number, and USPTO filing receipt.
I am seeking a straightforward, streamlined sale without drawn-out negotiations or future royalty structures.
Other Intellectual Property: No trademarks, websites, or commercial assets are currently tied to this offering — it is a clean, standalone IP opportunity focused solely on the AI matchmaking system.
Patent publications:No publication
Asking price:
10,000 USD
10,000 USD
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