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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. Radiators, Oil Coolers and Aftercoolers for EMD, GE and ALCO Locomotives just got measured.
4/10 means Radiators, Oil Coolers and Aftercoolers for EMD, GE and ALCO Locomotives 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.
Buy American made products! Design Construction of plate type oil Coolers, tube and fine mechanically bonded Aftercoolers and flat to round, soldered, mechanically rolled tube to header radiators.
Industry: Automotive
niagaracooler.com1
Structured Data
4
Content Structure
7
Entity Clarity
4
E-E-A-T Signals
7
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
Personal 50% off code at checkout
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on July 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/niagaracooler
Cite this score: Engagemii (2026). "AEO Score for Radiators, Oil Coolers and Aftercoolers for EMD, GE and ALCO Locomotives." Retrieved from https://engagemii.com/aeo/brands/niagaracooler
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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