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AI Visibility Scorecard
Bona Lee - Architect, Designer, Web Developer & Creative Problem Solver
bonalee.work · Education
Borderline visible. AI bots can crawl Bona Lee - Architect, Designer, Web Developer & Creative Problem Solver, 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 4 times
Meta AI · Claude · Apple Intelligence
#372,428 of 884,809 in Education for AI visibility
5
/10
AEO Score
About Bona Lee - Architect, Designer, Web Developer & Creative Problem Solver
from our crawl and measurement
Bona Lee is a business whose own site puts it this way: "Senior level independent professional with a pragmatic approach to work. 20 years of experience made me multi-skilled problem solver." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file, a sitemap.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 5/10, Bona Lee - Architect, Designer, Web Developer & Creative Problem Solver is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bona Lee - Architect, Designer, Web Developer & Creative Problem Solver
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Bona Lee - Architect, Designer, Web Developer & Creative Problem Solver.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bonalee-work
Cite this score: Engagemii (2026). "AEO Score for Bona Lee - Architect, Designer, Web Developer & Creative Problem Solver." Retrieved from https://engagemii.com/aeo/brands/bonalee-work
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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