SEO Intelligence

SEO Intelligence Skill

Overview

Advanced SEO and AI search optimization strategies for content that AI agents (ChatGPT, Perplexity, Claude) discover, extract, and cite.

AI Search Behavior Patterns

How AI Agents Search

1. Query Expansion: AI agents expand user queries into multiple search variations
2. Structured Data Priority: JSON-LD schema is extracted before body content
3. FAQ Extraction: Question-answer pairs are primary citation targets
4. Freshness Signals: dateModified and lastUpdated affect ranking
5. Authority Signals: Consistent topic coverage builds topical authority

What AI Agents Cite

• Clear, definitive answers in the first 100 words
• FAQ sections with explicit Q&A structure
• Step-by-step tutorials (HowTo schema)
• Definitions and explanations of technical terms
• Unique data, research, or original frameworks

Citation-Friendly Content Structure

The AI-First Article Template

---
title: "[Primary Keyword]: [Benefit Statement]"
description: "[150 chars with keyword and value prop]"
tldr: "[50-word summary - AI extracts this first]"
date: "YYYY-MM-DD"
lastUpdated: "YYYY-MM-DD"
keywords: ["keyword1", "keyword2", "keyword3"]
faq:
  - q: "What is [topic]?"
    a: "[Direct 1-2 sentence answer]"
  - q: "How do I [action]?"
    a: "[Actionable response]"
schema: ["Article", "FAQPage"]
---

# [H1 with Primary Keyword]

<Callout type="tip">
**TL;DR**: [Repeat the tldr - AI extracts callouts prominently]
</Callout>

## What is [Topic]?
[Definition in first sentence. Expand with context.]

## How to [Action]: Step-by-Step Guide
1. **Step One**: [Clear instruction]
2. **Step Two**: [Clear instruction]
...

## [Question-Based H2 Matching Search Intent]
[Direct answer in first sentence]

## FAQ: [Topic] Questions Answered

### What is [topic]?
[Answer]

### How does [topic] work?
[Answer]

### Why should I use [topic]?
[Answer]

## Conclusion
[Summary with internal link to related pillar content]

Topic Cluster Strategy

Building Topical Authority

1. Pillar Content: Comprehensive guides (3000+ words)
2. Cluster Content: Specific subtopics linking to pillar
3. Internal Linking: 3+ contextual links per article
4. Content Freshness: Update pillar content quarterly

Example Cluster: Agentic AI

Pillar: "What is Agentic AI: Complete 2025 Guide"
├── Cluster: "Agentic AI vs Traditional AI: Key Differences"
├── Cluster: "How to Build Your First AI Agent"
├── Cluster: "Best Agentic AI Tools for Creators"
├── Cluster: "Agentic Workflows: 10 Practical Examples"
└── Cluster: "Enterprise Agentic AI: Governance Framework"

Schema Markup Strategy

Required Schemas by Content Type

Schema Implementation Checklist

• Article schema with all required fields
• FAQPage schema for all Q&A sections
• BreadcrumbList for navigation context
• Author schema with sameAs links
• Organization schema on homepage

AI-First Content Checklist

Before Publishing

• TL;DR in callout within first 100 words
• Primary keyword in H1 and first paragraph
• Question-based H2s (2-3 minimum)
• FAQ section with 5+ questions
• Clear definitions for all technical terms
• datePublished and lastUpdated in frontmatter
• 3+ internal links to related content
• Schema markup specified in frontmatter
• Meta description under 155 characters with keyword

Content Quality Gates

• Answers the primary question in first 2 sentences
• Provides unique value (data, framework, perspective)
• Structured for scanning (bullets, numbered lists, tables)
• No keyword stuffing (1-2% density max)
• Mobile-optimized formatting

Daily Intelligence Brief Format

# Daily AI Search Intelligence Brief
**Date**: YYYY-MM-DD
**Scout**: SEO Intelligence Scout

## Top Trending Topics
1. [Topic] - [Brief description] - [Opportunity score: 1-10]
2. [Topic] - [Brief description] - [Opportunity score: 1-10]

## Keyword Opportunities
| Keyword | Volume | Difficulty | Current Rank | Action |
|---------|--------|------------|--------------|--------|
| [kw]    | [vol]  | [diff]     | [rank]       | [next] |

## Competitor Moves
- [Competitor] published [content] targeting [keyword]
- [Competitor] updated [old content] with [new angle]

## Content Recommendations
1. **Quick Win**: [Topic that can rank within 30 days]
2. **Strategic**: [Topic for long-term authority building]
3. **Trending**: [Emerging topic to capture early]

## Internal Linking Opportunities
- Link [new article] to [existing article] (context: [reason])

Performance Metrics

Key Indicators

• Organic Sessions: Week-over-week growth
• AI Citations: Mentions in ChatGPT/Perplexity responses
• Featured Snippets: Position 0 rankings
• Time on Page: Content engagement signal
• Schema Validation: Error-free structured data

Monthly Review Cadence

1. Review top 10 performing articles
2. Identify content gaps from search console
3. Update stale content (>6 months old)
4. Audit internal linking structure
5. Analyze competitor new content