Estimate clarity
How clearly the published path explains what an estimate covers and what happens next.
Service area boundary clarity
How clearly the business states where service is available, including boundary locations.
Contact path continuity
Whether the published ways to reach the business remain clear and usable across devices.
Mobile booking usability
How clearly a visitor can follow the published booking path on a mobile device.
Callback expectation clarity
How clearly callback expectations are communicated and followed through.
AI identity clarity
How clearly an automated interaction identifies its nature and explains the available next step.
Review response quality
How consistently public review responses are clear, respectful, and useful.
Payment entry clarity
How clearly the published payment or deposit entry path explains the next step before a charge.
Human handoff clarity
How clearly a person can request and reach a human through the published contact path.
Business information freshness
How current the published business details appear across primary public surfaces.
AI retrieval accuracy
How accurately an AI assistant describes the business using current public facts.
Inquiry response clarity
How clearly a visitor can submit an inquiry and understand the next response step.