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AI Visibility Scorecard
John Walbolt — Product Designer
johnwalbolt.com · Technology
Borderline visible. AI bots can crawl John Walbolt — Product Designer, 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 · Apple Intelligence
#1,402,541 of 2,623,115 in Technology for AI visibility
4.5
/10
AEO Score
About John Walbolt — Product Designer
from our crawl and measurement
"Product designer with a background as a creator and producer. Designs digital products people love to use, with AI tools to rapidly craft, prototype, and ship." That is how John Walbolt Product Designer introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
5
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
7
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.5/10, John Walbolt — Product Designer is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Walbolt — Product Designer
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnwalbolt
Cite this score: Engagemii (2026). "AEO Score for John Walbolt — Product Designer." Retrieved from https://engagemii.com/aeo/brands/johnwalbolt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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