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Knuckle Works
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. Knuckle Works just got measured.
3/10 means Knuckle Works is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About Knuckle Works
Knuckle Works Home Contact Shipping Instructions Services Offered Welcome to Knuckle Works KW is a manufacturer of reproduction vintage Harley-Davidson engine cases and stamps.
Details
Industry: Automotive
knuckleworks.comAI Visibility Breakdown
1
Structured Data
3
Content Structure
6
Entity Clarity
2
E-E-A-T Signals
5
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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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on June 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/knuckleworks
Cite this score: Engagemii (2026). "AEO Score for Knuckle Works." Retrieved from https://engagemii.com/aeo/brands/knuckleworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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