AI Visibility Score

25.7/100

Completely Invisible

Smith Family Plumbing

Plumbing contractor in Frederick, MD

How this score was measured.

Smith Family Plumbing was queried across 4 live AI engines on 2026-06-01 using 30 real homeowner questions a person in Frederick would ask. The score reflects how often Smith Family Plumbing is named in those answers vs. how often a competitor wins instead, plus actual structured-data measurement of the business’ website.

Openai Perplexity Claude Gemini

Read the full methodology →

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