Dating Analytics Dashboard for User Data Discovery and Sharing

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Solution Overview

Problem

Existing social networking platforms lack effective data culling, organization, and discovery mechanisms for dating services, particularly in providing insights and improving user experiences.

Innovation Solution

A digital social networking framework that includes a dating service with a dating-analytics dashboard, offering insights such as common interests, location summaries, and engagement metrics, along with shareable dating profiles for social media platforms.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Loss of information

If dating services collect and store user data for analytics, then user experience and insights are improved, but data organization and discovery mechanisms become more complex

Engineering Contradiction:
Improvedating insightsVSAvoiddata organization mechanism
Core Design Contradiction:
Loss of informationVSDevice complexity

Solution Approach 1:

The patent segments dating service data into distinct categories including user profiles, match data, communication data, and analytics data. Each segment is organized in dedicated database tables with specific schemas, allowing efficient retrieval and analysis without requiring complex cross-referencing across the entire dataset.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent introduces analytics dashboards as intermediary interfaces between raw dating service data and user insights. These dashboards aggregate and visualize data from multiple sources (profiles, matches, communications) into meaningful metrics and trends, simplifying the complexity of underlying data structures for end users.

Inventive Principle:
Principle #24Intermediary (Mediator)

2Ease of operation

If dating services provide detailed analytics dashboard, then user experience is enhanced, but interface complexity increases

Engineering Contradiction:
Improveuser experienceVSAvoidinterface complexity
Core Design Contradiction:
Ease of operationVSDevice complexity

Solution Approach 1:

The analytics dashboard interface is segmented into multiple specialized views including profile analytics, match analytics, communication analytics, and trend analytics. Each view presents only the relevant metrics and data for that specific context, preventing information overload while maintaining comprehensive analytical capabilities.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent implements shareable dating profile copies that can be distributed to social media platforms. These simplified profile copies contain essential dating service information in a format optimized for external sharing, separating the complex full-profile data from the simplified sharing representation.

Inventive Principle:
Principle #26Copying

3Productivity

If dating profiles are made shareable across platforms, then user engagement increases, but data security and privacy management become more complex

Engineering Contradiction:
Improveuser engagementVSAvoidprivacy management system
Core Design Contradiction:
ProductivityVSDevice complexity

Solution Approach 1:

The patent extracts specific dating profile elements (photos, basic information, interests) into separate shareable profile copies, leaving the main dating profile data secured within the primary platform. This extraction allows controlled sharing of selected information while maintaining security of comprehensive user data.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The system introduces permission management intermediaries that control and track profile sharing across platforms. These intermediaries manage authorization levels, monitor sharing activity, and enable revocation of sharing permissions, simplifying privacy management compared to direct platform-to-platform data exposure.

Inventive Principle:
Principle #24Intermediary (Mediator)

Data Source

PatentUS12561653B2Digital social networking framework with analytics dashboard
Publication Date: 2026.02.24 META PLATFORMS INC
  • US12561653B2 patent drawing
  • US12561653B2 patent drawing
  • US12561653B2 patent drawing

AI summary

The disclosed systems and methods may include (1) providing a selectable dashboard element within an interface of a dating application configured for a user of the dating application, (2) receiving user input selecting the dashboard element, and (3) in response to receiving the user input, presenting a digital dating-analytics dashboard that provides information relating to the user's dating history aggregated via the dating application. Various other methods, systems, and computer-readable media are also disclosed.