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aeo-freshness-decay-tracker

Track citation and mention rates to detect content visibility decay over time.

9|2|Updated Feb 12, 2026
Search Tags:#reporting#freshness#append-only#trend-analysis#gemini-api#decay-tracking#content-visibility
One-click install
npx skills add https://github.com/psyduckler/aeo-skills --skill aeo-freshness-decay-tracker
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aeo-freshness-decay-tracker
Source: https://github.com/psyduckler/aeo-skills/tree/main/aeo-freshness-decay-tracker
Command: npx skills add https://github.com/psyduckler/aeo-skills --skill aeo-freshness-decay-tracker

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Monitor how citation rates change as content ages, so you can refresh pages before visibility decays.

Core Features & Use Cases

  • Append-only data file: records scans and trend data over time.
  • Per-prompt decay analysis: tracks citation and mention rates to prioritize refreshes.
  • Automated reporting: summarizes urgency and suggests refresh targets across domains.
  • Use Case: Monitor a brand's content set and identify pages slipping from the recurring retrieval set to guide timely updates.

Quick Start

Run a domain-wide freshness scan with your prompts and review the decay report to identify pages needing refresh.

Frequently Asked Questions about aeo-freshness-decay-tracker

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I track content freshness decay to time page refreshes?▼

Track freshness decay by monitoring citation and mention rates over time to generate append-only historical data. This identifies when published content loses visibility, helping you prioritize page refreshes before retrieval sets slip.

What is the best way to monitor citation rates as published content ages?▼

Monitoring citation rates as content ages requires applying recurring retrieval sets to generate per-prompt trend analyses. This approach detects decay by recording visibility changes over time to guide timely content updates.

Can I use the Gemini API with grounding for automated decay tracking and weekly scans?▼

Yes, automated decay tracking and weekly scans use the Gemini API with grounding and safe defaults. This configuration supports end-to-end decay detection and generates structured reports summarizing refresh urgency across domains.

How do I run a domain-wide freshness scan to identify pages needing a refresh?▼

Run a domain-wide freshness scan by applying your prompts to recurring retrieval sets. The scan generates a structured report that summarizes urgency and suggests specific refresh targets for pages slipping from visibility.

What is an append-only data file for trend analysis in content visibility tracking?▼

An append-only data file is a historical record that logs scans and trend data over time without overwriting previous entries. It supports per-prompt decay analysis by preserving past citation rates to calculate visibility trends.

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