The Methodology

Brand Echo Score, Citation Gap,
and The 5 Strategies

The complete AI Advisory methodology — from measurement to implementation. Built on observable AI behavior, not conjecture.

Proprietary Measurement

Brand Echo Score Measures AI Recommendation Presence Across Five Channels

Brand Echo Score is a composite 0-100 metric combining citation frequency, accuracy, positioning, and cross-channel consistency. Traditional dashboards show Google rankings — they don't show whether AI recommends you when buyers research.

68/100
Average
Tracking started
Illustrative example

Citation Frequency

How often AI engines reference your brand when buyers ask relevant questions

Citation Accuracy

Whether AI engines represent your brand correctly or introduce distortions

Citation Positioning

Where you appear in AI-generated responses relative to competitors

Cross-Engine Consistency

Whether your recommendation presence is uniform across all four engines

Five Visibility Channels That Capture 95% of AI Research Behavior

We focus on the five channels where your buyers actually research — backed by market data, not hype.

Our composite metric across four AI engines

ChatGPT

800M weekly users. 60% market share. #1 choice for 47% of B2B buyers — nearly 3x any competitor.

Dominant Leader OpenAI, G2 2025

Gemini

350M+ standalone users. Powers Google's AI Overviews reaching 1.5B users monthly.

Google Ecosystem Similarweb 2025

Copilot

14% US market share. Embedded in Microsoft 365, Teams, and Outlook — where B2B buyers work.

Enterprise Embedded eMarketer 2025

Perplexity

780M queries/month. 80% graduates, 30% senior leaders. Research-first, citation-heavy.

High-Value Researchers Comscore 2025

Google AI Overviews

1.5B monthly users across 200+ countries. Appears on 16% of Google searches. Brands cited earn 35% more clicks — tracked separately as Google's AI layer on traditional search.

1.5B Monthly Users Search Engine Land, Seer Interactive 2025

Why not Claude, DeepSeek, or Grok? 85.9% of Claude users also use ChatGPT — optimizing there captures both. DeepSeek's 97M users are 51% concentrated in Asia. Grok remains consumer-focused with limited B2B adoption. We focus where your buyers actually research.

Similarweb 2025
Strategic Framework

The 5 Strategies: Volume Play, Quick Wins, Competitive Gap, Commercial Intent, and Balanced Portfolio

AI Advisory uses five distinct strategic approaches to close Citation Gaps. Strategy selection depends on your current Brand Echo Score, competitive position, and business objectives — not every brand needs the same approach.

Volume Play

High reach

Target high-volume queries in your category where you should surface but don't. Captures the largest audience segments researching your product space.

Quick Wins

Fast momentum

Find low-competition long-tail queries competitors aren't answering. Build momentum with immediate wins that compound over time.

Competitive Gap

Displacement

Identify specific questions where competitors get recommended and you don't. Direct displacement of competitive AI advantage.

Commercial Intent

High conversion

Prioritize queries where buyers are ready to act. Highest conversion potential for immediate pipeline impact.

Balanced Portfolio

Long-term

Diversified allocation across all four strategies. Sustainable Brand Echo growth for organizations playing the long game.

Why AI Advisory

Diagnosis AND Implementation. Five Channels. Cross-Vertical Proof.

Most approaches monitor one or two engines and deliver dashboards. AI Advisory builds the Brand Reputation across all five channels — and implements the Extraction Architecture that creates recommendations.

5
AI Visibility Channels Covered
2B+
Monthly AI Touchpoints Covered
Combined platform reach
35%
More Clicks for Brands in AI Overviews
Seer Interactive, 2025
95%
AI Research Behavior Covered

The Difference Is Implementation

Capability Many Approaches AI Advisory
Multi-channel integration (all 5 including AI Overviews) ✕ ✓
AI Overviews tracking (1.5B users) ✕ ✓
Brand Reputation building, not just monitoring ✕ ✓
Cross-vertical methodology ✕ ✓
Extraction Architecture expertise ✕ ✓
Strategic framework (The 5 Strategies) ✕ ✓
Diagnosis AND treatment ✕ ✓
Engagement Model

Five Phases: Audit → Strategy → Extraction Architecture → Integration → Tracking

Every AI Advisory engagement follows a structured path from measurement to implementation and ongoing optimization.

Citation Gap Audit

Comprehensive measurement of your Brand Echo Score across ChatGPT, Gemini, Copilot, and Perplexity. Citation Readiness assessment, competitive comparison, and gap identification using The 5 Strategies framework.

1–2 weeks

Strategy Selection

Based on audit findings, we identify which of The 5 Strategies fits your situation, resources, and timeline. Not every brand needs the same approach. Strategy selection matters.

Collaborative session

Extraction Architecture

Restructure your content for AI recognition. This isn't about creating new content — it's about rebuilding the architecture so AI engines can parse, understand, and confidently recommend what you already have.

4–8 weeks

Multi-Engine Integration

Systematic integration of your optimized content across all four AI engines. Each engine has different requirements. We handle the complexity so your brand surfaces consistently everywhere buyers research.

Ongoing

Brand Echo Tracking

Continuous measurement of your Brand Echo Score over time. Track progress. Identify new gaps. Adjust strategy. The AI research layer changes constantly — your integration needs to evolve with it.

Continuous
Start With a Citation Gap Audit