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seo-content-ops-review

Audits technical SEO, structured data, sitemaps, and AI-search citability for websites.

2|Updated Jun 1, 2026
Search Tags:#structured data#sitemap#seo#core web vitals#geo#ai search#technical audit
One-click install
npx skills add https://github.com/FluxonLab/Skillry --skill seo-content-ops-review-fluxonlab
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: seo-content-ops-review
Source: https://github.com/FluxonLab/Skillry/tree/main/plugins/optional-specialist/skills/85-seo-content-ops-review
Command: npx skills add https://github.com/FluxonLab/Skillry --skill seo-content-ops-review-fluxonlab

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Websites lose search visibility and AI citations due to undetected technical SEO issues like leftover noindex tags, broken canonicals, blocked AI crawlers, and missing structured data. This Skill systematically audits a site or page across meta tags, canonicals, Open Graph, JSON-LD schema, sitemaps, robots.txt, Core Web Vitals, and AI-search readiness, producing a structured findings report with severity-ranked remediations. ## Core Features & Use Cases - Technical SEO audit: Validates titles, meta descriptions, canonical tags, hreflang, sitemap.xml, robots.txt, and Core Web Vitals (LCP, INP, CLS) against concrete thresholds. - AI search / GEO readiness: Checks Bing indexation, AI crawler access (GPTBot, ClaudeBot, PerplexityBot), nosnippet restrictions, server-rendered HTML, and scores content citability on a 0-100 rubric. - Routed reference library: Seventeen absorbed sub-topics (image SEO, backlinks, topic clusters, competitor pages, programmatic SEO, site architecture, SXO) are dispatched to dedicated reference files. - Use Case: Before launching a new page template, run the audit to catch a staging noindex tag, a relative canonical URL, and a lazy-loaded LCP hero image, then receive a findings table with critical/high/medium/low severities and fixes. ## Quick Start Audit https://example.com for technical SEO issues and AI-search citability, then return a severity-ranked findings report.

Frequently Asked Questions about seo-content-ops-review

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

FAQPage Schema
How do I audit a website's technical SEO before launch?▼

Run the audit procedure covering meta tags, canonical URLs, Open Graph, JSON-LD structured data, sitemap.xml, robots.txt, and Core Web Vitals. The output is a structured report with a findings table ranked by severity and specific remediation steps.

How to check if AI crawlers like GPTBot can access my site?▼

The audit fetches robots.txt and checks rules for GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, and PerplexityBot, plus CDN-level blocks and nosnippet or max-snippet meta directives. It produces a crawler access map with an AI visibility score.

What is an AI citability score and how is it calculated?▼

The citability score (0-100) measures how likely AI systems are to quote a page's passages. It weights answer block quality (30%), passage self-containment (25%), structural readability (20%), statistical density (15%), and uniqueness (10%), with rewrite suggestions for weak sections.

Does this SEO audit modify my live site or robots.txt?▼

No. The review is read-only: it does not submit sitemaps to Search Console, trigger re-indexation, or modify robots.txt on production. Proposed changes are delivered as recommendations or PR proposals, and adding noindex requires site owner authorization.

Why is my page technically perfect but still not ranking?▼

The SXO reference detects page-type mismatches by reading the SERP backwards: if Google rewards product pages for your keyword, a blog post will not rank regardless of technical health. It scores alignment across seven dimensions and derives user stories from SERP signals.

When should I not use this SEO review skill?▼

Skip it for paid search (PPC) campaign reviews, social media content strategy, and pure performance engineering unrelated to Core Web Vitals. Those disciplines require different tools and fall outside technical SEO and content operations scope.

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