AI engine visibility analysis
How ChatGPT, Google AI Overviews, Perplexity, and Claude currently describe your business — and where competitors are favored in AI-generated answers.
Entity & citation optimization
Entity signals, content structure, and citation readiness so AI systems can extract and reference your business with confidence.
Structured data architecture
JSON-LD and machine-readable brand signals that reinforce how retrieval systems interpret products, services, and organizations.
Content restructuring for extraction
Source pages engineered for AI extraction, accurate representation, and preference in generative search summaries.
Service deliverables
- Analysis of how AI systems currently describe your business
- Identification of where competitors are favored in AI-generated answers
- Assessment of missing or unclear entity and citation signals
- Prioritized implementation plan for AI search visibility
- Content restructuring and entity optimization
- Structured data and schema implementation
- Ongoing monitoring and optimization recommendations
This is a service engagement, not a one-time audit — ongoing work to improve and maintain accurate AI representation.
Who this service is for
Businesses in high-trust industries where customers research extensively before deciding — especially where AI assistants answer questions before site visits. Organizations competing for AI citations, brand mentions, and accurate representation in generative search engines.
FAQ
Frequently asked questions
How do I get my business mentioned in ChatGPT?
AI systems like ChatGPT don't browse the web or "list" businesses the way directories do. They generate answers by extracting information from sources that are structured, consistent, and widely corroborated. To be mentioned, a business needs clear entity signals, machine-readable content, and external references that AI systems can safely cite. We optimize these signals so AI systems can confidently reference your business when answering relevant questions.
Can I advertise on ChatGPT?
No, ChatGPT does not offer advertising placements. However, businesses can optimize their online presence so ChatGPT naturally references them when answering relevant questions. This requires structuring content, entity signals, and citation sources that AI systems trust. Unlike paid advertising, this approach builds organic visibility in AI-generated answers.
How does ChatGPT decide which businesses to recommend?
ChatGPT and similar systems evaluate whether information about a brand can be confidently extracted and verified across multiple sources. Brands are more likely to be mentioned when their content clearly defines who they are, what they do, and how they relate to a topic, using consistent language and structure across the web. We optimize these signals to increase the likelihood of accurate AI representation.