Web Content Scoring With Survey Metrics for Visitor Engagement

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Solution Overview

Problem

Existing web site optimization methods focus on improving visibility but fail to enhance desired visitor interactions and outcomes, lacking comprehensive evaluation and guidance for content effectiveness.

Innovation Solution

A system that generates scores for web site content by aggregating user survey results and integrating metrics, applying weighting factors, and providing recommendations for content modifications based on these scores.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Loss of information

If SEO means are used to tweak or modify text or pictures on a webpage, then the web site visibility is improved, but the desired results from visitors to the web site are not improved

Engineering Contradiction:
Improveweb site visibilityVSAvoidvisitor interaction effectiveness
Core Design Contradiction:
Loss of informationVSReliability

Solution Approach 1:

The system segments content evaluation into multiple distinct metrics including discovery, accuracy, relevancy, usefulness, and influence. Each metric is evaluated separately through user surveys and analytics, allowing comprehensive assessment of content effectiveness rather than relying on a single SEO-focused measure.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The system implements continuous feedback loops where user survey results, analytics data, and content scores are aggregated and used to generate actionable recommendations. This feedback mechanism enables site owners to understand the actual impact of their content on visitor behavior and make data-driven improvements.

Inventive Principle:
Principle #23Feedback

2Reliability

If comprehensive content evaluation metrics are integrated, then content effectiveness is improved, but system complexity increases

Engineering Contradiction:
Improvecontent effectiveness evaluationVSAvoidsystem complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The system employs a unified multi-functional platform that handles survey distribution, data collection from multiple sources, analytics processing, score aggregation, and recommendation generation within a single integrated system. This universal approach manages complexity by consolidating multiple functions into one cohesive system rather than separate tools.

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The system transforms complex multi-dimensional content evaluation data into simplified numerical scores and actionable recommendations. By changing parameters from raw survey responses and analytics data into standardized content scores across five metrics, the system makes complex evaluation results accessible and actionable for site owners.

Inventive Principle:
Principle #35Parameter changes

3Measurement precision

If user survey results are collected and aggregated, then content relevance and usefulness scores are improved, but time and resources for data collection increase

Engineering Contradiction:
Improvecontent evaluation accuracyVSAvoiddata collection time
Core Design Contradiction:
Measurement precisionVSLoss of time

Solution Approach 1:

The system performs preliminary actions by pre-defining survey questions, metrics, and evaluation frameworks before data collection begins. Survey instruments and analytics tracking are set up in advance, allowing systematic data collection without requiring extensive preparation time for each evaluation cycle.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The system enables continuous data collection through automated survey deployment and ongoing analytics tracking. Rather than periodic manual evaluations, the system continuously gathers user feedback and behavioral data, maintaining steady improvement momentum while distributing data collection efforts over time rather than concentrating them in intensive bursts.

Inventive Principle:
Principle #20Continuity of useful action

Data Source

PatentUS12436861B2Content analysis and scoring system and method
Publication Date: 2025.10.07 JONES COLLEEN PETTIT
  • US12436861B2 patent drawing
  • US12436861B2 patent drawing
  • US12436861B2 patent drawing

AI summary

A system and related methods for analyzing and generating a score for web sites containing content, and providing recommendations and guidance for content modifications and additions. The system provides and receives content survey results from users or viewers of a site, aggregates the content survey results, integrates metrics for multiple content types and domains, and generates a content score for each content type and domain. A summary or aggregate score based upon the scores for each content type and domain also is calculated. The scores can be presented or displayed in a dashboard, graphic interface, report, or other means.