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AI Visibility Scorecard
Christopher Moulder
christophermoulder.com · Home & Living
Borderline visible. AI bots can crawl Christopher Moulder, 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.
AI engines read this profile 1 times
Claude
#513,906 of 1,220,713 in Home & Living for AI visibility
4.7
/10
AEO Score
About Christopher Moulder
from our crawl and measurement
Christopher Moulder is a business whose own site puts it this way: "<p>Christopher Moulder is a composer of light. His custom lighting sculptures, chandeliers, pendants, wall and ceiling fixtures, and floor lamps span a broad range of styles, large-scale." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and 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
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 4.7/10, Christopher Moulder is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Christopher Moulder
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/christophermoulder
Cite this score: Engagemii (2026). "AEO Score for Christopher Moulder." Retrieved from https://engagemii.com/aeo/brands/christophermoulder
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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