Copy/agileflow:seo:geo https://example.com                      # Full GEO analysis
/agileflow:seo:geo https://example.com/blog/guide            # Analyze specific content page

CopyBAD (too long, not self-contained):
Web performance is important for user experience.
There are many metrics to measure web performance
including page load time, time to interactive, and
various other metrics that browsers track. Among
these metrics, Core Web Vitals are important for
Google rankings because they measure how users
actually experience pages in the real world with
real devices on real networks, and they encompass
key aspects of what we think of as a good web
experience today. There are three Core Web Vitals:
LCP, which measures the time it takes for the
largest piece of content to show up on the page,
INP which measures how responsive a page is to
user interactions like clicks and keyboard presses,
and CLS which measures how stable the page is visually.
 
GOOD (134-167 words, self-contained, quotable):
Core Web Vitals are Google's three ranking factors
that measure page speed and usability. LCP (Largest
Contentful Paint) measures how fast the main content
appears, typically targeting under 2.5 seconds. INP
(Interaction to Next Paint) measures responsiveness
to user interactions, targeting under 200
milliseconds. CLS (Cumulative Layout Shift) measures
visual stability, targeting a score below 0.1. These
metrics directly impact user experience and SEO
rankings, making optimization essential for modern
web performance.

CopyGOOD STRUCTURE:
# Main Topic
 
## What is X?
[Self-contained paragraph explaining X]
 
## How does X work?
1. Step 1 description
2. Step 2 description
3. Step 3 description
 
## Key Benefits
- Benefit 1: Specific advantage with numbers
- Benefit 2: Specific advantage
- Benefit 3: Specific advantage
 
| Feature | Your Product | Alternative |
|---------|-------------|-------------|
| Price | $99/month | $149/month |
| Support | 24/7 | Business hours |
 
## Summary
[TL;DR of main points]
 
BAD STRUCTURE:
Long paragraphs without clear headers
- No question-based headings
- All information buried in prose
- No step-by-step guides
- No tables or comparisons

Copy/agileflow:seo:geo https://example.com/blog/seo-guide

Copy# GEO Analysis: https://example.com/blog/seo-guide
 
## AI Search Readiness Score: 72/100 (Good)
 
| Dimension | Score | Weight | Weighted | Key Finding |
|-----------|-------|--------|----------|-------------|
| Citability | 68/100 | 25% | 17.0 | 2 of 6 paragraphs in 134-167 word range |
| Structure | 75/100 | 20% | 15.0 | Question headers present, short paragraphs |
| Multimodal | 65/100 | 15% | 9.8 | Text + images, but no video |
| Authority | 80/100 | 20% | 16.0 | Named author, publication date visible |
| Technical Access | 75/100 | 20% | 15.0 | All AI bots allowed, TTFB 650ms |
 
---
 
## AI Bot Access Status
 
| Bot | Status | robots.txt |
|-----|--------|-----------|
| GPTBot (ChatGPT) | Allowed | No rule (default allow) |
| ClaudeBot (Claude) | Allowed | No rule (default allow) |
| PerplexityBot | Allowed | No rule (default allow) |
| Google-Extended | Allowed | No rule (default allow) |
 
**llms.txt**: Missing ⚠️
 
---
 
## Citability Analysis
 
- Citation-ready blocks found: 2/6 paragraphs
- Average paragraph length: 182 words
- Self-contained answers: Partial
 
Example citation-ready paragraph found:
> "Core Web Vitals are Google's three ranking factors that measure page speed:
> LCP (Largest Contentful Paint) measures when the main content appears, targeting
> under 2.5 seconds. INP (Interaction to Next Paint) measures responsiveness,
> targeting under 200 milliseconds. CLS (Cumulative Layout Shift) measures visual
> stability, targeting a score below 0.1. Optimizing these metrics improves both
> user experience and SEO rankings."
> (Length: 156 words - perfect citation size!)
 
---
 
## Structure Assessment
 
**Headers**: ✓ Question-based headers present
**Paragraphs**: ✓ Short, mostly 2-4 sentences
**Lists**: ✓ Bulleted benefits section
**Tables**: ✗ No comparison tables
**TL;DR**: ✗ No summary section
 
---
 
## Multimodal Content
 
- Text: 2,100 words ✓
- Images: 3 (blog header, icon, screenshot) ✓
- Video: None ✗
- Tables: None ✗
- Interactive: None ✗
 
---
 
## Authority Signals
 
- Author: "Jane Doe, SEO Manager" ✓
- Publication date: "Jan 15, 2026" ✓
- Updates: "Last updated: Feb 1, 2026" ✓
- Sources: 8 external links to authoritative sites ✓
- Brand: Company mentioned on industry sites ✓
 
---
 
## Recommendations
 
### Quick Wins (< 1 hour)
1. **Create /llms.txt** (5 min)
   - Machine-readable description of your site
   - Helps AI platforms understand your content
 
2. **Expand citation-ready blocks** (20 min)
   - Restructure 2 more paragraphs into 134-167 word format
   - Add specific data points to make them quotable
 
3. **Add TL;DR section** (10 min)
   - Summarize key takeaways at top or bottom
   - Helps AI platforms quickly extract main points
 
### Content Improvements (2-4 hours)
1. **Add embedded video** with transcript
   - Video content gets cited 156% more
 
2. **Add comparison table**
   - Convert prose comparisons to table format
 
3. **Improve paragraph structure**
   - Break long paragraphs into shorter ones
   - Ensure multiple 134-167 word self-contained blocks
 
### Technical Changes (30 min)
1. **Create /llms.txt**