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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. Macleod Pipework Eng just got measured.
6/10 means Macleod Pipework Eng is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
Macleod Pipework Engineering are experienced, trusted pipework engineers based in Sheffield. We work with companies nationwide: get in touch for a quote.
Industry: Automotive
industrialpipework.com4
Structured Data
8
Content Structure
7
Entity Clarity
5
E-E-A-T Signals
8
Technical AEO
5
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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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/industrialpipework
Cite this score: Engagemii (2026). "AEO Score for Macleod Pipework Eng." Retrieved from https://engagemii.com/aeo/brands/industrialpipework
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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