Goodman
Goodman ranks #25 of 38 brands in the HVAC & Plumbing AI Visibility Index, with 0.6% of all AI citations. 4 of five engines named it, and it was named first 0.0% of the times it appeared.
Visibility by engine
strongest in ChatGPT · weakest in Grok
Where it wins
citations by buyer intent
What the models actually said
Verbatim from the scan — real answers to buyer questions, unedited.
“Goodman: Goodman offers budget-friendly options without compromising on quality, with a strong installer network.”
— ChatGPT · parametric
“Goodman or Daikin offer solid performance at lower prices - Premium quality: Lennox, Trane, or Carrier - Efficiency: Look for SEER2 ratings (higher = more efficient) Finding Local In…”
— Claude · parametric
“Other excellent choices include Rheem and Goodman, which offer a great balance of performance and value, and York (a brand of Johnson Controls), known for robust commercial and residential solutions.”
— Gemini · parametric
“…quipment manufacturers, Trane, American Standard, York International, Goodman, and Bryant are among the largest [2].”
— Perplexity · web-grounded
The gap to the top
Goodman holds 0.6% of AI citations. The category leader, Roto-Rooter, holds 10.0% — 15.7× more. In an AI-mediated market, that gap compounds: the more consistently a brand is named, the more confidently models reproduce it.
Ranked alongside Goodman
the brands two places either side in the index
How these numbers are produced — the prompt bank, the five engines, and what counts as a citation — is documented in The AI Visibility Index methodology.
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