Which power generation & refinery plant maintenance services vendor is most cited by AI assistants?

Groomeindustrial leads power generation & refinery plant maintenance services AI citations with 52.3% voice share. When buyers ask ChatGPT, Claude, Gemini, or Perplexity for power generation & refinery plant maintenance services recommendations, Groomeindustrial is named in roughly 52.3 of every 100 responses.

How does Catalyst measure AI voice share for power generation & refinery plant maintenance services vendors?

Catalyst runs 80 standardized buyer-intent queries against ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Each query is asked in a fresh session with two buyer personas (decision-maker and practitioner). Voice share = percentage of responses that name each vendor. Full methodology at gotcatalyst.com/aeo-methodology.

AI Voice Share Landscape

Power Generation & Refinery Plant Maintenance Services

Q: What is the best power generation & refinery plant maintenance services platform in 2026?

Based on Catalyst's AI search analysis across ChatGPT, Claude, Gemini, and Perplexity, the top three power generation & refinery plant maintenance services platforms by voice share are 1) Groomeindustrial (52.3% voice share), 2) Precision-iceblast (9.1% voice share), 3) Bangclean (9.1% voice share). Voice share measures how often each vendor is mentioned when buyers ask AI for category recommendations.

Which vendors are being cited in AI answers when buyers research power generation & refinery plant maintenance services? Data from 80 AI queries across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.

Last measured October 18, 2026 · Methodology

AI Voice Share Leaderboard

Groomeindustrial52.3%

Precision-iceblast9.1%

Bangclean9.1%

Precisioniceblast9.1%

Cleancosystems9.1%

Powerpluscleaning6.8%

Ramclean6.8%

Projectiletube4.5%

Cleanharbors4.5%

Hydrokinetics4.5%

Goodway4.5%

Therma-chem4.5%

Voice share = % of AI answers that mentioned each vendor across 80 buyer-intent queries. Pipeline estimate based on category query volume × citation CTR (2.5%) × opportunity rate (5%) × estimated ACV. For context only — not audited pipeline figures. Full methodology →

What AI voice share means for power generation & refinery plant maintenance services vendors

B2B buyers increasingly start vendor research in AI engines. When a buyer asks ChatGPT or Perplexity which power generation & refinery plant maintenance services vendor to evaluate, the answer shapes their shortlist before they visit a single website. Vendors with high voice share get into consideration sets they didn't have to earn through ads or SEO.

This data is measured via standardized, context-free API calls — the same query sent to each LLM in a fresh session, repeated across 12 buyer-intent prompts. It represents baseline citation behavior, not personalized results.

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Data published by Catalyst GTM. Updated each time a new industry map is rendered. Coefficients and methodology at gotcatalyst.com/aeo-methodology. Voice share is measured at a point in time and does not represent permanent rankings.