AI Visibility Scorecard
Mumbles & Things
mumblesandthings.com · Media & Entertainment
Somewhat visible. AI bots can read Mumbles & Things, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#311,425 of 1,965,124 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About Mumbles & Things
from our crawl and measurement
Mumbles & Things describes itself simply: "With witchcraft, you can learn to create change in your environment in order to create the life you desire, and Mumbles & Things is here to help you." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
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
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.5/10, Mumbles & Things has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Curious About Witchcraft Practices?
You’re in theright place!Learn to trust your intuition andshare your magic with the world. START HERE Welcome toMumbles & Things! I’m your witchcraft guide, Maggie.
Is this your brand?
The exact fixes for Mumbles & Things
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Mumbles & Things.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mumblesandthings
Cite this score: Engagemii (2026). "AEO Score for Mumbles & Things." Retrieved from https://engagemii.com/aeo/brands/mumblesandthings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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