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AI Visibility Scorecard
Algorithms of Oppression - How Search Engines Reinforce Racism
algorithmsofoppression.com · Automotive
Somewhat visible. AI bots can read Algorithms of Oppression - How Search Engines Reinforce Racism, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#57,359 of 331,878 in Automotive for AI visibility
5.3
/10
AEO Score
About Algorithms of Oppression - How Search Engines Reinforce Racism
from our crawl and measurement
"Get your copy of Algorithms of Oppression today! An original, surprising and, at times, disturbing account of bias on the internet, Algorithms of Oppression contributes to our understanding." That is how Algorithms of Oppression introduces itself. Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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. Roughly two-thirds of sites are invisible to them. At 5.3/10, Algorithms of Oppression - How Search Engines Reinforce Racism has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Algorithms of Oppression - How Search Engines Reinforce Racism
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Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/algorithmsofoppression
Cite this score: Engagemii (2026). "AEO Score for Algorithms of Oppression - How Search Engines Reinforce Racism." Retrieved from https://engagemii.com/aeo/brands/algorithmsofoppression
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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