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AI Visibility Scorecard
Jonny Buchanan's website / jbscript.dev
jbscript.dev · Technology
Somewhat visible. AI bots can read Jonny Buchanan's website / jbscript.dev, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#155,673 of 2,680,906 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Jonny Buchanan's website / jbscript.dev
from our crawl and measurement
Jonny Buchanan's website / jbscript.dev is a business whose own site puts it this way: "Personal website of Jonny Buchanan, a programmer/web developer from Northern Ireland who lives in Australia; mostly things I'm working on, am learning or have been thinking about." Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.
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
6
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
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
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
3
Forum and community discussion.
Social Mentions
3
Social discussion and mentions.
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 6.2/10, Jonny Buchanan's website / jbscript.dev has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Jonny Buchanan's website / jbscript.dev
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jbscript-dev
Cite this score: Engagemii (2026). "AEO Score for Jonny Buchanan's website / jbscript.dev." Retrieved from https://engagemii.com/aeo/brands/jbscript-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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