SEO Audit
Report Skill.
How F9XR Team built a drop-in AI skill that audits any codebase across 24 SEO pillars and produces a production-ready report in one prompt.
24
SEO Pillars
1
Prompt
0
Setup Required
Project Overview
Product Type — Drop-in AI skill (LLM prompt + structured schema) for automated SEO auditing.
Goal: Eliminate manual SEO audits by giving any AI coding assistant the ability to audit 24 on-page and technical SEO pillars from a single prompt.
Audience: Developers, agencies, and solopreneurs who want instant, actionable SEO insights without third-party SaaS tools.
Stack: Markdown skill definition, structured JSON output schema, compatible with any LLM-powered coding assistant.
The Challenge
Manual Audits Are Slow
Traditional SEO audits require specialized SaaS tools, manual checklist walkthroughs, and hours of interpretation. For agencies auditing multiple client sites, this bottleneck costs thousands in billable hours each month.
Fragmented Tooling
Most SEO audits split across 5-10 different tools: one for technical crawl data, another for page speed, a third for schema validation. Stitching these together into a cohesive report is tedious and error-prone.
LLMs Lack SEO Expertise
Out-of-the-box AI assistants can write code but don't inherently know what to audit for SEO. Without structured guidance, AI-generated audits miss critical pillars like canonical tags, structured data, Core Web Vitals thresholds, and content gap analysis.
No Standardized Output
Even when audits are performed, the output format varies wildly. Clients need consistent, structured reports they can act on immediately — not ad-hoc text dumps with inconsistent severity ratings.
The Solution
F9XR Team engineered a self-contained AI skill that can be dropped into any codebase. Once installed, a single prompt triggers a comprehensive audit across 24 SEO pillars — outputting a structured, actionable report in seconds.
One-Prompt Audit
Drop the skill file into any project and run a single prompt. The AI automatically crawls the codebase, checks every SEO pillar, and returns a structured report.
24 SEO Pillars
Covers meta tags, Open Graph, canonical URLs, structured data, heading hierarchy, image optimization, Core Web Vitals, mobile responsiveness, internal linking, and 14 more critical areas.
Structured Output
Every audit produces a consistent JSON-structured report with severity ratings, specific file/line references, and prioritized fix recommendations.
Zero Configuration
No API keys, no SaaS subscriptions, no setup wizards. The skill works with any LLM-powered coding assistant and any tech stack.
Actionable Severity
Issues are classified as Critical, Warning, or Advisory with estimated impact scores, so teams can fix high-severity problems first.
CI/CD Friendly
Output is machine-readable, making it easy to integrate into GitHub Actions, pre-deploy hooks, or automated quality gates.
Measurable Impact.
95% Faster Audits
From 4+ hours manual to under 2 minutes with AI
24 Pillars Covered
Comprehensive coverage in a single pass
$0 Recurring Cost
No SaaS subscriptions — runs on existing AI tools
Universal Compatibility
Works with any tech stack, any LLM assistant
Testimonial
Development Team
"We used to spend half a day per client on SEO audits. Now we drop this skill into the project, run one prompt, and get a report that's more thorough than what our old SaaS tool produced. It's a complete game-changer for our workflow."
F9XR Engineering
Internal QA & Product Team
Engineered for Any Stack.
Need a Custom
AI Skill?
Whether it's SEO auditing, code review, content generation, or any repeatable workflow — F9XR Team builds custom AI skills that supercharge your team's output.