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seo-measure

Measure weekly SEO performance and AI citation visibility for a website.

Updated Apr 12, 2026
Search Tags:#measurement#seo#rank-tracking#ai-citations#google-search-console#site-memory#crawl-simulation
One-click install
npx skills add https://github.com/vatsal2210/claude-skills --skill seo-measure
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: seo-measure
Source: https://github.com/vatsal2210/claude-skills/tree/main/seo-measure
Command: npx skills add https://github.com/vatsal2210/claude-skills --skill seo-measure

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Captures and compares weekly SEO performance and AI citation visibility for a site so teams can measure impact over time and build site-specific learnings rather than relying on one-off audits.

Core Features & Use Cases

  • Automated data pulls from Google Search Console (API or manual CSV), optional server logs, crawler simulations, and field vitals to produce a deterministic weekly snapshot.
  • AI citation checks (GEO metric) across Perplexity, ChatGPT, and Claude to record whether the site is cited by modern AI search engines.
  • Diffing and attribution against the previous week with guidance (strong / plausible / speculative) and cross-referencing recent git commits to explain metric movements.
  • Persistent site memory storing config, baselines, weekly history, learnings.md, and regressions.md to compound knowledge across runs.
  • Use Case: Run weekly to determine whether an SEO/GEO change produced measurable ranking, impression, or AI-citation gains and record strong signals in the site's learnings.

Quick Start

Run seo-measure for your site to capture a baseline or a weekly report and save results to the per-site memory.

Frequently Asked Questions about seo-measure

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

FAQPage Schema
How do I track weekly SEO performance and AI citation visibility together?▼

Weekly SEO performance and AI citation visibility are tracked by pulling data from Google Search Console, polling AI engines like Perplexity and ChatGPT, and diffing results against the previous week to identify ranking movements and new citations.

Can I measure if my recent code deployments affected Google Search Console metrics?▼

You can measure deployment impact by cross-referencing recent git commits against weekly Google Search Console metric diffs, categorizing the attribution of ranking or impression changes as strong, plausible, or speculative signals.

What is the best way to build site-specific SEO learnings instead of running one-off audits?▼

Building site-specific SEO learnings involves writing structured weekly history, regressions, and learnings into a persistent per-site memory directory, allowing knowledge to compound across runs rather than relying on isolated audits.

How do I check if my website is being cited by AI search engines like Perplexity and Claude?▼

Checking AI citations involves polling Perplexity, ChatGPT, and Claude for target keywords and entities to record whether your site is visible to modern generative engines, capturing this as a GEO metric.

Does weekly rank tracking work with manual CSV exports if I don't have API access?▼

Weekly rank tracking works with manual CSV exports from Google Search Console as an alternative to direct API access, using the data to produce deterministic baseline snapshots and historical diffs.

When should I use server logs and crawl simulations for SEO measurement?▼

Server logs and crawl simulations are used during SEO measurement to complement Google Search Console data, providing deeper insights into crawler behavior and field vitals for a comprehensive weekly site snapshot.

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