Technical SEO & Generative Engine Optimization (GEO) Audit Report #
Article: {{ ARTICLE_TITLE }}
File Path: {{ FILE_PATH }}
Auditor: seo-optimizer Agent Skill
Date: {{ AUDIT_DATE }}
1. Executive Summary & Health Score #
| Dimension | Target Benchmark | Current Score | Status |
|---|---|---|---|
| Traditional Technical SEO | 85–100 / 100 | {{ SEO_SCORE }}/100 |
{{ SEO_STATUS }} |
| Generative Engine (GEO) | 80–100 / 100 | {{ GEO_SCORE }}/100 |
{{ GEO_STATUS }} |
| Readability (Fog Index) | 11.0–15.0 | {{ FOG_INDEX }} |
{{ FOG_STATUS }} |
| AI Slop Score | < 25 / 100 | {{ SLOP_SCORE }} |
{{ SLOP_STATUS }} |
2. Metadata Split & Frontmatter Audit #
Current Frontmatter: #
yaml
title: "{{ CURRENT_TITLE }}"
summary: "{{ CURRENT_SUMMARY }}"
description: "{{ CURRENT_DESCRIPTION }}"
categories: {{ CURRENT_CATEGORIES }}
tags: {{ CURRENT_TAGS }}
Proposed Optimized Frontmatter: #
yaml
title: "{{ OPTIMIZED_TITLE }}"
summary: "{{ OPTIMIZED_SUMMARY }}"
description: "{{ OPTIMIZED_DESCRIPTION }}"
categories: {{ OPTIMIZED_CATEGORIES }}
tags: {{ OPTIMIZED_TAGS }}
- Title Analysis: Length:
{{ TITLE_LEN }}chars. Front-loaded with primary entity. - Description vs Summary Analysis:
summaryprovides an engaging editorial hook for on-site cards.descriptionprovides a dense, keyword-rich direct answer snippet for Google and LLMs.
3. Heading & Content Structure #
- Heading Outline:
H1: Provided via frontmatter titleH2: {{ H2_COUNT }} sectionsH3: {{ H3_COUNT }} subsections
- Hierarchy Status: {{ HIERARCHY_STATUS }} (No skipped heading levels).
- Inverted Pyramid Status: Lead section contains definitive 1-sentence answer hook within opening 150 words.
4. Accessibility & Asset Review #
| Asset | Current Alt Text | Recommendation |
|---|---|---|
image.png |
{{ CURRENT_ALT }} |
{{ OPTIMIZED_ALT }} |
5. Schema.org JSON-LD Verification #
- Primary Type:
TechArticle - Dependencies:
{{ DEPENDENCIES }} - Proficiency Level:
{{ PROFICIENCY_LEVEL }} - Author Entity: {{ AUTHOR_NAME }}
- Publisher Entity: {{ PUBLISHER_NAME }}
6. Actionable Implementation Checklist #
- Update frontmatter with distinct
summaryanddescription. - Refine image alt text to describe architectural diagrams.
- Add direct-answer definition block under first major
H2. - Verify clean build in static generator.