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the ends don't justify the means
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
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. the ends don't justify the means just got measured.
4/10 means the ends don't justify the means 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 the ends don't justify the means
philosophical writing on freedom and all the other cool things. Click to read the ends don't justify the means, by Rebecca Lowe, a Substack publication with thousands of subscribers.
Details
Industry: Other
endsdontjustifythemeans.comAI Visibility Breakdown
1
Structured Data
4
Content Structure
6
Entity Clarity
4
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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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on June 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/endsdontjustifythemeans
Cite this score: Engagemii (2026). "AEO Score for the ends don't justify the means." Retrieved from https://engagemii.com/aeo/brands/endsdontjustifythemeans
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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