AI Visibility Scorecard
Magnussen Craftworks LLC
mcraftworks.com · E-commerce
Borderline visible. AI bots can crawl Magnussen Craftworks LLC, 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 2 times
Claude · ShapBot
#617,230 of 739,393 in E-commerce for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →53
Muse Index Score
iAI agent readiness
Agent-ready · 53/100
E-commerce average 27
See what's behind this score →0
About Magnussen Craftworks LLC
from our crawl and measurement
"Veteran-owned blacksmithing and woodworking business in Claremore, Oklahoma. Specializing in custom forged knives, hand-forged blades, metalwork, and handcrafted woodworking." That is how Magnussen Craftworks LLC of Claremore, OK introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (OnlineStore, LocalBusiness, Store) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a retail business.
- Company ·
- Magnussen Craftworks LLC
- Website ·
- mcraftworks.com
- Industry ·
- E-commerce
- Location ·
- Claremore, OK
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 3, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.5/10, Magnussen Craftworks LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Magnussen Craftworks?
Straightforward service, solid materials, and work made with care from start to finish. 01 A shop that takes the work seriously.We approach each order with the same attention to detail, honesty, and follow-through we would expect ourselves. 02 Built for real use.Whether it is a blade, a wood piece, or a custom project, the goal is something functional, durable, and worth owning.
Is this your brand?
The exact fixes for Magnussen Craftworks LLC
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Magnussen Craftworks LLC.
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcraftworks
Cite this score: Engagemii (2026). "AEO Score for Magnussen Craftworks LLC." Retrieved from https://engagemii.com/aeo/brands/mcraftworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform