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AI Visibility Scorecard
moc-source.com · Technology
At 2.8/10, MOC Source is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,622,622 of 2,830,090 in Technology for AI visibility
2.8
/10
AEO Score
from our crawl and measurement
MOC Source Source your MOC. Cheaper. Faster. describes itself simply: "MOC Source is a free browser extension for LEGO builders. Compare Pick a Brick and BrickLink Store prices side by side to find the cheapest place to buy every part." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
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.
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 2.8/10, MOC Source is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MOC Source
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moc-source
Cite this score: Engagemii (2026). "AEO Score for MOC Source." Retrieved from https://engagemii.com/aeo/brands/moc-source
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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