#757,810 OF 2,703,643 IN TECHNOLOGY
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AI Visibility Scorecard
Ian Johnson
tacoda.dev · Technology
Somewhat visible. AI bots can read Ian Johnson, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#757,810 of 2,703,643 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Ian Johnson
from our crawl and measurement
Ian Johnson works in Technology. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
On the page it is passable on a workable page structure, a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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
Good
Forum and community discussion.
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 5.1/10, Ian Johnson has a working base to build on - fixable, and the signals above are where to start.
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tacoda-dev
Cite this score: Engagemii (2026). "AEO Score for Ian Johnson." Retrieved from https://engagemii.com/aeo/brands/tacoda-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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