Dynamic Web Content Analytics Gating for Faster Page Loads

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Solution Overview

Problem

Existing webpage analytics tools increase page load time due to additional requests and resources, and a 'one size fits all' approach is inefficient, as analytics tags and scripts are manually inserted and always enabled.

Innovation Solution

An agent intercepts webpage code, identifies analytics portions, and modifies it based on performance metrics, sending modified code to clients to optimize resource usage.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If webpage analytics tags and scripts are manually inserted and always enabled, then analytics data collection is comprehensive, but page load time increases and resource usage increases

Engineering Contradiction:
Improveanalytics data collection completenessVSAvoidpage load time
Core Design Contradiction:
ReliabilityVSLoss of time

Solution Approach 1:

The patent implements dynamic web content management that automatically enables or disables analytics tags and scripts based on real-time performance metrics. The system monitors page load time, user behavior, and device characteristics to dynamically determine which analytics components should be active, transforming the static 'always enabled' approach into a dynamic adaptive system that balances data collection completeness with performance optimization

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The system changes the operational state parameter of analytics tags and scripts from fixed (always enabled) to variable (conditionally enabled/disabled). By modifying parameters such as analytics sampling rates, tag activation conditions, and script execution timing based on performance thresholds, the system optimizes the balance between comprehensive analytics collection and acceptable page load performance

Inventive Principle:
Principle #35Parameter changes

2Reliability

If webpage analytics tags and scripts are manually inserted and always enabled, then analytics coverage is complete, but resource usage increases

Engineering Contradiction:
Improveanalytics coverageVSAvoidclient resource usage
Core Design Contradiction:
ReliabilityVSUse of energy by moving object

Solution Approach 1:

The patent applies partial action by selectively enabling only necessary analytics tags and scripts based on performance metrics rather than activating all available analytics components. The system determines the minimum sufficient set of analytics elements needed to achieve acceptable coverage while reducing overall resource consumption, implementing analytics collection at optimal rather than maximum levels

Inventive Principle:
Principle #16Partial or excessive action

3Ease of manufacture

If a one size fits all approach is used for webpage analytics, then implementation is simple, but performance optimization is lost

Engineering Contradiction:
Improveanalytics implementation simplicityVSAvoidwebsite performance
Core Design Contradiction:
Ease of manufactureVSProductivity

Solution Approach 1:

The patent implements a self-service system where the web content management automatically adjusts analytics configuration without manual intervention. The system monitors performance metrics and autonomously enables or disables analytics components, eliminating the need for manual configuration while achieving performance optimization. This automated self-adjusting mechanism replaces both the simple but ineffective manual approach and complex manual optimization processes

Inventive Principle:
Principle #25Self-service

Data Source

PatentUS20250371097A1Dynamic web content management system
Publication Date: 2025.12.04 CISCO TECHNOLOGY INC
  • US20250371097A1 patent drawing
  • US20250371097A1 patent drawing
  • US20250371097A1 patent drawing

AI summary

In one embodiment, an agent executed by a device intercepts webpage code for a website sent from an application server to a client of the website. The agent identifies a portion of the webpage code as being used for webpage analytics. The agent forms modified webpage code by disabling the portion of the webpage code, based on one or more performance metrics associated with the website. The agent sends the modified webpage code to the client of the website.