How discoverable is your business in the AI era?
A focused review of how modern language models and AI assistants understand your brand today — and a clear set of priorities to strengthen your visibility for what's next.
Discovery is shifting. Customers increasingly ask AI assistants for recommendations before they ever open a search engine — and the businesses those systems surface are the ones with structured, credible, machine-legible presences.
Traditional SEO tells you how you rank. AI visibility tells you whether you exist in the answer at all. Both matter — and both depend on the same underlying decisions about content, structure, and authority.
The assessment is a calm, practical starting point. No jargon. Just clarity on where you stand and what to prioritize next.
Seven lenses on your AI-era presence.
LLM Visibility
How large language models describe, cite, and surface your business today.
Authority Signals
The trust markers — mentions, structured data, and reputation — AI systems weight most.
Content Structure
Whether your pages give machines the semantic scaffolding they need to reason about you.
Brand Understanding
How accurately your positioning, offering, and expertise are represented in AI outputs.
Competitive Presence
How your visibility compares to peers within your category and market.
Discoverability Architecture
How your site's information architecture supports both traditional search and modern AI retrieval.
Strategic Roadmap
A prioritized set of moves to strengthen your visibility over the next 6–12 months.
A quiet shift in how customers find businesses.
AI assistants are becoming the interface people use to shortlist providers, compare options, and ask for recommendations. Whether your business appears in those answers depends on how discoverable, understandable, and credible you are to the underlying language models.
- DiscoveryHow ChatGPT, Gemini, Claude, and Perplexity find your business when people ask questions instead of typing keywords.
- UnderstandingWhether your content, structure, and schema give language models enough context to describe what you do accurately.
- RecommendationWhether the authority signals around your brand make AI assistants confident enough to surface you in an answer.