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Play with the Machine
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. Play with the Machine just got measured.
4/10 means Play with the Machine 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 Play with the Machine
Play with the Machine Skip to content AboutArchives « Older posts Make it yourself: A Thing-O-Matic Case Study By gavin | Published: September 3, 2011 Makerblock receives a gift of colored pencils from his wife.
Details
Industry: Technology
machinelake.comAI Visibility Breakdown
1
Structured Data
6
Content Structure
4
Entity Clarity
4
E-E-A-T Signals
5
Technical AEO
3
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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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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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/machinelake
Cite this score: Engagemii (2026). "AEO Score for Play with the Machine." Retrieved from https://engagemii.com/aeo/brands/machinelake
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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