AI Visibility Scorecard
tds / biology, data, web
tim-smith.us · Technology
Somewhat visible. AI bots can read tds / biology, data, web, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI
#846,371 of 2,707,521 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About tds / biology, data, web
from our crawl and measurement
tds / biology, data, web describes itself simply: "👋 Some things that I'm excited about include 🔬 cellular and molecular biology, 📊 data systems and analytics, ⬅️ progressive activism, 💸 community organization finance, and 🏔 bagging." Its AI visibility score is 5.1 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 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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, tds / biology, data, web has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for tds / biology, data, web
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tim-smith-us
Cite this score: Engagemii (2026). "AEO Score for tds / biology, data, web." Retrieved from https://engagemii.com/aeo/brands/tim-smith-us
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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