$ ~/ym8 --engine chatgpt
ChatGPTBrand Monitoring & AEO Guide
ChatGPT is the conversational AI that brought large language models to mainstream adoption. With over 200 million weekly active users as of early 2026, it processes billions of queries ranging from casual questions to complex research tasks. For brands, ChatGPT represents the single largest surface area where AI-generated answers can either mention, recommend, or omit your products and services.
The engine uses a combination of its training data and real-time web browsing (via Bing) to generate responses. When a user asks "what is the best project management tool for remote teams," ChatGPT synthesises information from across the web—and the brands it cites are the ones that have optimised their digital presence for AI consumption.
Understanding how ChatGPT selects and presents brand information is critical for any AEO strategy. The model weighs authority signals, content structure, and citation frequency when deciding which brands to surface in its responses.
how_brands_appear
Brands appear in ChatGPT responses through direct mentions, comparison lists, and recommendation contexts. When users ask product-related questions, ChatGPT draws from its training data and web browsing to compile answers. Brands with well-structured content, strong backlink profiles, and clear value propositions are more likely to be cited. ChatGPT often presents brands in ranked lists or contextual paragraphs, making share of model a critical metric for competitive positioning.
key_metrics
- Share of model: percentage of relevant queries where your brand is mentioned
- Citation position: where your brand appears in multi-brand responses (1st, 2nd, 3rd)
- Sentiment analysis: how ChatGPT describes your brand (positive, neutral, negative)
- Query coverage: how many topic clusters trigger your brand mention
- Competitor displacement: how often your brand replaces competitors in responses
optimization_tips
Structure content with clear, factual claims that are easy for models to extract
Build authoritative backlinks from sources that appear in ChatGPT training data
Create comprehensive FAQ pages that match common conversational query patterns
Ensure your llms.txt file provides structured brand information for AI crawlers
Publish comparison content that positions your brand alongside competitors
Maintain consistent NAP (name, address, phone) data across all digital properties
Use schema markup to provide machine-readable context about your products
example_queries
>What is the best CRM for small businesses?
>Compare Slack vs Microsoft Teams for enterprise
>How do I choose a project management tool?
>What are the top fintech companies in the UK?
~35% of AI search queries
Market Share
GPTBot
Crawler
Yes
API Available
Related Terms
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