Services / GEO Content Strategy

GEO Content Strategy for Agencies

Content strategy optimized for AI citation, grounded in empirical research across 19,556 queries and 8 industry verticals.

19,556
Queries Analyzed
8
Industry Verticals
5
Intent Types Mapped

The Problem

Google Rankings Do Not Equal AI Citations

AI platforms select sources differently than Google ranks pages. Our published research quantifies the gap across intent distribution, tone penalties, and structural preferences.

Intent mismatch is the #1 mistake. If your client is in a Discovery-dominated vertical but all their content is informational guides, they are writing for a query type that barely exists in their space.

Tone matters per platform. Claude penalizes pure marketing copy (0.8x) while boosting risk/limitation sections (1.7x). Sales language actively suppresses citation.

Structure has measurable targets. ChatGPT pulls 44.2% of citations from the first 30% of page content. Perplexity favors clear H2/H3 hierarchies (+40%).

Intent-First Approach

Query Intent Varies Dramatically by Vertical

We classified 19,556 queries into 5 intent types. The distribution tells you exactly what content your vertical demands. Two examples show just how different verticals can be.

Agency / Law

Discovery-Dominated
Discovery
66%
Informational
25%
Validation
3%
Comparison
2%
Review-Seeking
2%

SaaS

Info-Dominated
Informational
87.3%
Discovery
8%
Comparison
2%
Validation
2%
Review-Seeking
1%
This variation is statistically significant (chi-squared(28) = 5,195, p < .001, Cramer's V = 0.258). Content strategy must be tailored to vertical-specific intent patterns, not generic SEO assumptions.

Content Structure

What Gets Cited

Depth

Cited pages median: 2,582 words vs 1,859 for non-cited. Target 2,000+ for substantive content.

Front-Loading

44.2% of ChatGPT citations come from the first 30% of content. Lead with the answer, not the buildup.

Hierarchy

Clear H2/H3 structure makes pages 40% more likely to be cited by Perplexity. Aim for 120-180 words per section.

Tone

Claude boosts balanced comparisons (1.5x) and limitation sections (1.7x). Write like an expert, not a salesperson.

Deliverables

What's Included

  • Vertical intent distribution analysis -- mapping query intent patterns specific to your client's industry
  • Content gap analysis -- identifying what top-cited competitors have that your client lacks
  • GEO-optimized content templates -- page templates structured for maximum AI citation probability per intent type
  • Query intent mapping -- mapping target queries to content types using our proprietary query generator
  • Editorial style guidelines -- tone, structure, and formatting rules tuned to each AI platform
  • Ongoing optimization recommendations -- regular reviews based on monitoring data and competitive intelligence

Under the Hood

The Technology Behind It

GEO Knowledge Base

A structured repository of optimization patterns validated through empirical research -- covering technical GEO standards, platform-specific requirements, and content structure guidelines.

AI Query Predictor

Creates realistic consumer queries from search console keywords, auto-deriving industry context for any vertical. Learn more on the toolkit page.

Honest Caveats

Limitations

No guarantees. Content strategy increases citation probability but cannot guarantee it. AI platforms weigh source diversity, real-time context, and proprietary trust scores beyond content structure alone.
Patterns evolve. Our data is from January--March 2026. As AI models and retrieval systems update, optimal strategies may shift. We revise recommendations as new data arrives.
Niche verticals may have less data. Our research covers 8 verticals extensively. For niche or emerging industries, we rely more on cross-vertical patterns and first-principles analysis.
Quality still comes first. No structural optimization compensates for thin or inaccurate content. We make good content more findable by AI, not game systems with low-quality pages.

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Read the research → From the blog → How we work →

Develop an AI-First Content Strategy for Your Clients

Tell us about your client's vertical and current content. We'll outline how a GEO content strategy would work for their specific situation.

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