Brand Intelligence & GEO Analysis

Last updated: 2026-08-30

What is Brand Intelligence & GEO in SEOdiag?

In 2026, buyers and decision-makers increasingly consult generative AI engines (ChatGPT, Google Gemini, Perplexity, Claude, and Google AI Overviews) to discover top vendors, compare software, and request category recommendations.

SEOdiag's Brand Intelligence & GEO module measures your presence and competitive standing across a strategic 4-question business framework:

The 4 Strategic Business Questions Framework

1. What do they say about me?       → Direct Perception (0-100 Score & Attributes)
2. Where do I stand vs rivals?      → Open Discovery Share of Model (%) & Head-to-Head
3. What can I do?                   → Priority Decision Matrix to close visibility gaps
4. How do I execute?                → Seed Sources with Gap Analysis

1️⃣ What do they say about me? (Direct Perception / Consideration Stage)

Evaluates how LLMs portray your company when a prospect specifically asks about your brand or services. * Reputation Score (0-100): Qualitative sentiment categorization (Positive, Neutral, or Risk). * Distinctive Attributes: Key specializations and capabilities LLMs associate with your organization.

2️⃣ Where do I stand vs competitors? (Open Discovery Share of Model)

Measures your recommendation rate when a user asks unbranded category queries (e.g., "What are the best [industry] agencies in [country]?"). * Share of Model (%): Percentage of times your brand is recommended among the top AI suggestions. * Head-to-Head Comparisons: Direct qualitative breakdown of strengths and positioning against each monitored rival.

3️⃣ What can I do? (Decision Matrix)

Connects consideration reputation with top-of-funnel acquisition. If your brand has a 90/100 reputation score but low Share of Model in category searches, the engine flags the gap and suggests high-impact tactical actions.

4️⃣ How do I execute? (Seed Sources & Gap Analysis)

LLMs don't invent citations: they rely on authoritative directories, review platforms, and industry publications (Seed Sources). * 🎯 Conquerable Opportunities (Gaps): Authoritative sources where competitors are cited but your brand is missing. * 🛡️ Defendable Assets: Established strongholds where your brand is already actively referenced. * 💡 Tactical Playbooks: Actionable guidance to claim listings, collect reviews, or secure PR coverage.

🧪 Interactive Live Prompt Sandbox

Located in Tab 5 of Brand Intelligence, the Multi-Model Sandbox allows you to: 1. Enter custom market questions or use fast category prompts. 2. Query ChatGPT, Gemini, Perplexity, and Claude in parallel. 3. Compare side-by-side response text, citability badges, competitor mentions, and referenced web links.

Practical Checklist: How to Optimize for AI Citability

To increase your brand's Share of Model and feed LLM Knowledge Graphs:

  1. Add a Top TL;DR Summary Box: Insert a 3-bullet summary block directly below your primary H1 title.
  2. Implement Exhaustive Schema.org: Declare Organization and Brand with sameAs links to Wikidata, Wikipedia, LinkedIn, and Crunchbase.
  3. Conquer Identified Seed Sources: Build verified profiles with customer reviews on the directories that feed LLMs in your sector.
  4. Q&A Heading Structure: Format H2 subheadings as direct buyer questions and provide concise answers in opening paragraphs.

Frequently Asked Questions

What is Brand Intelligence & GEO (Generative Engine Optimization)?

It is the methodology and technology to track, analyze, and optimize your brand presence, perception, and recommendation share across generative AI search engines (ChatGPT, Google Gemini, Perplexity, Claude, and Google AI Overviews).

What is the difference between Direct Perception and Open Discovery Share of Model?

Direct Perception audits what LLMs state when a user explicitly asks about your company (Consideration Phase). Open Discovery Share of Model measures the percentage of times the AI recommends your brand in broad category buying queries without you being named (Cold Discovery/Acquisition Phase).

What is Seed Sources Gap Analysis?

It is the automated discovery of high-impact websites, directories, and trade publications that fuel LLM knowledge where your competitors are cited but your brand is missing, providing an actionable PR and linkbuilding roadmap.

How does the Live Prompt Sandbox work?

It lets you type any custom prompt and test it in real time across 4 AI models in parallel to inspect responses, cited links, and competitor mentions side by side.

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