Perform a full 4-dimension AI visibility audit of a business's website and
return a score from 0–100.
The four dimensions assessed:
- Entity Clarity (25 pts): How clearly the website defines who they are, what
they do, and where — the foundation AI engines use to understand the business.
- Schema & Structure (25 pts): Technical markup (JSON-LD, LocalBusiness schema)
that allows AI engines to directly read and cite business data.
- Authority & Reviews (25 pts): Publicly visible social proof signals that AI
engines use to assess trustworthiness.
- Content Depth (25 pts): FAQ content, service pages, and text richness that
enables AI engines to generate answers using the business as a source.
Requires website_url in params for full scoring. Without it, returns an
estimated score based on search data only.
Use this when:
- You need a detailed breakdown to explain the problem to a client
- You want to identify the single highest-impact fix
- Preparing a client proposal or consulting recommendation
Args:
params (BusinessInput): Must include website_url for full scoring.
Returns:
str: JSON with total score, label, per-dimension breakdown, and notes.
Examples:
- "Score Apex HVAC's AI visibility" (with website provided)
- "What's the biggest AI visibility gap for my client?"
- "Get a detailed audit of [website]"
Connector