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AI Visibility Scorecard
BumTheary - Build Unify Manifest
bumtheary.com · Media & Entertainment
Somewhat visible. AI bots can read BumTheary - Build Unify Manifest, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#664,506 of 1,898,195 in Media & Entertainment for AI visibility
5.1
/10
AEO Score
About BumTheary - Build Unify Manifest
from our crawl and measurement
"bumtheary.com | Joel Chapple | Creative Director delivering consultation and services in Creative Brand and Marketing support. Digital design and Illustration services. Brand Identity." That is how BumTheary introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.1/10, BumTheary - Build Unify Manifest has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for BumTheary - Build Unify Manifest
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bumtheary
Cite this score: Engagemii (2026). "AEO Score for BumTheary - Build Unify Manifest." Retrieved from https://engagemii.com/aeo/brands/bumtheary
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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