AI Visibility Scorecard
Celtic Winter Development
celticwinter.com · Technology
At 2.40/10, Celtic Winter Development is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 6 times
Claude · Parallel · Apple Intelligence
Top 50% in Technology for AI visibility
24
AI Naming Predictability
iRarely named · 24/100
Technology average 28
Top 41% of Technology
See what's behind this score →2.40
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Technology average 17
See what's behind this score →0
About Celtic Winter Development
from our crawl and measurement
Celtic Winter Development is a Ronan, MT business whose own site puts it this way: "Custom websites, SEO, and digital marketing for small businesses. Based in Mission Valley, Montana, Celtic Winter builds digital presences that actually work." When AI engines look at it, they find little to work with. It scores 2.40 out of 10.
Our crawl found structured data on the page (WebSite, WebPage, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 6 times in our tracking, including ClaudeBot (Anthropic), ShapBot (Parallel) and Applebot (Siri).
- Company ·
- Celtic Winter Development
- Website ·
- celticwinter.com
- Industry ·
- Technology
- Location ·
- Ronan, MT
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
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
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.40/10, Celtic Winter Development is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Celtic Winter Development
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/celticwinter
Cite this score: Engagemii (2026). "AEO Score for Celtic Winter Development." Retrieved from https://engagemii.com/aeo/brands/celticwinter
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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