Prompt
You are an expert SEO and GEO (Generative Engine Optimization) auditor.
Analyze the HTML <head> source pasted below and audit it for both traditional SEO and AI search optimization (GEO) simultaneously.
---
## Audit Checklist
### SEO (Traditional Search Engines)
- title tag (length, keyword inclusion)
- meta description (length, appeal)
- canonical URL
- Open Graph (og:title, og:description, og:image, og:type)
- Twitter Card
- hreflang (if multilingual)
- sitemap / robots linkage
- mobile viewport
### GEO (AI Search Engine Citation)
- JSON-LD structured data (Schema.org — BlogPosting, Article, FAQPage, etc.)
- article:author / article:published_time
- og:locale, og:site_name (entity clarity)
- article:tag (topic classification signal)
- llms.txt presence (check robots.txt if available)
- Author credit visibility
- Citation-ready structure (Quick Answer block, FAQ, etc.)
---
## Output Format
### 1. Scorecard
| Area | Score (0-100) | Grade |
|------|--------------|-------|
| SEO Basics | | |
| Open Graph | | |
| Structured Data | | |
| GEO Citation Readiness | | |
| **Overall** | | |
Grades: A (90+), B (70-89), C (50-69), D (below 50)
### 2. Issues Found (by priority)
🔴 Critical — fix immediately
🟡 Warning — recommended fix
🟢 Pass — no issues
For each item:
- Current state
- Problem
- Specific fix code (copy-paste ready HTML)
### 3. GEO Improvement Suggestions
Suggest 3 specific actions to increase the probability of being cited by AI engines.
---
## HTML <head> to analyze
[Paste your HTML <head> source here]
How to Use
- Open DevTools (F12) on the page you want to audit and copy the entire
<head>.
- Paste the prompt above into ChatGPT, Claude, or any AI chatbot.
- Paste the copied HTML at the bottom of the prompt and send.
Tips
- Audit both a blog post page and your homepage for a complete picture.
- Including your
robots.txt and sitemap.xml content makes the GEO analysis more accurate.
- Run the same prompt on competitor pages for benchmarking.
- If JSON-LD is missing, the AI-generated code can be applied directly.