#947,014 OF 1,366,744 IN HOME & LIVING
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AI Visibility Scorecard
christophermalikane.com · Home & Living
Borderline visible. AI bots can crawl The Concrete Analysis - Chris Malikane's blog, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#947,014 of 1,366,744 in Home & Living for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
The Concrete Analysis is a business whose own site puts it this way: "It regards the EFF as proto-fascist, the MKP as tribalist and the DA with its Moonshot Pact/Multiparty Charterists, as neoliberals and racists." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (BreadcrumbList, CollectionPage, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 3.9/10, The Concrete Analysis - Chris Malikane's blog is crawlable but under-signaled - fixable, and the signals above are where to start.
What Does the GNU Represent in South Africa Today?
June 25, 2024 by Christopher I have previously argued (https://christophermalikane.com/a-government-of-national-unity-with-no-one/) that the dominant faction of ANC leadership regards the entire spectrum of political parties, except itself, as belonging to the right. It regards the EFF as “proto-fascist”, the MKP as “tribalist” and the DA with its Moonshot Pact/Multiparty Charterists, as “neoliberals” and “racists”.
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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 September 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/christophermalikane
Cite this score: Engagemii (2026). "AEO Score for The Concrete Analysis - Chris Malikane's blog." Retrieved from https://engagemii.com/aeo/brands/christophermalikane
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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