AI Visibility Scorecard
flamewy.com · Sports & Recreation
At 1/10, MacmullanKleinmann621 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.
AI engines read this profile 1 times
Claude
#246,971 of 251,363 in Sports & Recreation for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 70% of Sports & Recreation companies
1
AEO Visibility
iNear-invisible · 1/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
MacmullanKleinmann621 is a business whose own site puts it this way: "Skip to content Thank you for supporting our family shop!." As far as answer engines are concerned it may as well not exist yet: 1.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
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 1/10, MacmullanKleinmann621 is crawlable but under-signaled - fixable, and the signals above are where to start.
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MacmullanKleinmann621.
MacmullanKleinmann621 lists 1,000+ products, 1,000 in stock, priced 24.99 to 36.99.
The full list of every product we captured is in the product feed (JSON).
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/flamewy
Cite this score: Engagemii (2026). "AEO Score for MacmullanKleinmann621." Retrieved from https://engagemii.com/aeo/brands/flamewy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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