drop-analysis

Correlate GSC, Ahrefs, and Archive.org data with Google algorithm updates to diagnose organic drops.

Updated Apr 6, 2026
One-click install
npx skills add https://github.com/silverbee-ai/claude-silverbee-marketplace --skill drop-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: drop-analysis
Source: https://github.com/silverbee-ai/claude-silverbee-marketplace/tree/main/plugins/silverbee/skills/drop-analysis
Command: npx skills add https://github.com/silverbee-ai/claude-silverbee-marketplace --skill drop-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Diagnoses sudden organic drops and identifies root causes by correlating GSC, Ahrefs, Archive.org snapshots, and Google algorithm update timelines. Use only after a drop has been detected and validated via period comparison, or when a user explicitly requests an analysis for a specific event. Not suitable for routine performance comparisons, threshold-based flagging, gradual decay, or paid traffic.

Core Features & Use Cases

  • Correlates performance data from GSC, Ahrefs, and Archive.org with site snapshots to locate root causes.
  • Cross-checks against Google algorithm updates to determine whether a rollout affected visibility.
  • Provides actionable insights and recommended remediation steps tailored to sudden drop events.

Quick Start

Provide the domain or URL and the suspected drop window, and I will start a drop-diagnosis analysis to identify the inflection point and probable root causes.

Frequently Asked Questions about drop-analysis

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

FAQPage Schema
How do I diagnose the root cause of a sudden organic traffic drop?

Diagnose a sudden organic traffic drop by correlating GSC performance data, Ahrefs metrics, and Archive.org snapshots with Google algorithm update timelines to pinpoint the exact inflection point and probable root causes.

How do I check if a Google algorithm update caused my site's traffic drop?

Check if a Google algorithm update caused your traffic drop by cross-referencing your validated drop window with historical algorithm rollout dates to determine if the update affected your site's visibility.

Can I use GSC and Ahrefs data to find why my organic search visibility dropped?

Yes, you can use GSC and Ahrefs data to find why organic search visibility dropped by correlating performance changes with Archive.org site snapshots to locate technical or content root causes.

What is the best way to analyze a sudden SEO drop using Archive.org snapshots?

The best way to analyze a sudden SEO drop using Archive.org snapshots is to compare historical site changes against GSC and Ahrefs performance data around the suspected inflection point to identify root causes.

When should I not use an SEO drop analysis for traffic decay?

You should not use an SEO drop analysis for routine performance comparisons, threshold-based flagging, gradual traffic decay, or paid traffic drops, as it is built specifically for sudden organic drop events.

What do I need to start a root-cause diagnosis for an organic traffic drop?

To start a root-cause diagnosis for an organic traffic drop, you need to provide the domain or URL and the suspected drop window to initiate the data correlation and algorithm cross-check analysis.