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Quackenbush, mechanical contractors, mechanical contractors in buffalo ny, General mechanical contractor in Buffalo, New York
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Quackenbush, mechanical contractors, mechanical contractors in buffalo ny, General mechanical contractor in Buffalo, New York just got measured.
4/10 means Quackenbush, mechanical contractors, mechanical contractors in buffalo ny, General mechanical contractor in Buffalo, New York is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Quackenbush, mechanical contractors, mechanical contractors in buffalo ny, General mechanical contractor in Buffalo, New York
Quackenbush Co., Inc. is a general mechanical contractor, serving northeastern North America since 1932 from our headquarters in Buffalo, New York. Quackenbush specializes in mechanical engineering, shop fabrication and process piping.
Details
AI Visibility Breakdown
1
Structured Data
4
Content Structure
6
Entity Clarity
2
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on June 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qcoinc
Cite this score: Engagemii (2026). "AEO Score for Quackenbush, mechanical contractors, mechanical contractors in buffalo ny, General mechanical contractor in Buffalo, New York." Retrieved from https://engagemii.com/aeo/brands/qcoinc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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