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AI Visibility Scorecard
Macmaduson Concepts Limited
macmaduson.com · Home & Living
Somewhat visible. AI bots can read Macmaduson Concepts Limited, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#209,055 of 802,668 in Home & Living for AI visibility
5.1
/10
AEO Score
About Macmaduson Concepts Limited
from our crawl and measurement
Macmaduson Concepts Limited is a Lagos, Lagos State business whose own site puts it this way: "Professional HVAC solutions supplier in Nigeria - Air conditioners, commercial fridges, cold room installation, compressors, refrigerant gas, and HVAC parts. Authorized dealer...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places, missing in others.
Our crawl found structured data on the page (LocalBusiness), a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.1/10, Macmaduson Concepts Limited has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Macmaduson Concepts Limited
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macmaduson
Cite this score: Engagemii (2026). "AEO Score for Macmaduson Concepts Limited." Retrieved from https://engagemii.com/aeo/brands/macmaduson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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