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AI Visibility Scorecard

Tina Li

Tina Li

Unclaimed

tinally.com · Technology

Borderline visible. AI bots can crawl Tina Li, 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

Claude · Meta AI

#1,017,717 of 2,641,190 in Technology for AI visibility

4.8

/10

AEO Score

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About Tina Li

from our crawl and measurement

Tina Li, based in Nashville, TN, describes itself simply: "In June 2021, I graduated from the University of Toronto in Computer Science and Statistics with Honours Bachelor of Science with High Distinction." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.

Our crawl found a readable heading structure. It 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).

Industry · Technology
Last scored · Aug 8, 2026

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

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

8

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 4.8/10, Tina Li is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Tina Li

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Tina Li: How-To

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 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/tinally

Cite this score: Engagemii (2026). "AEO Score for Tina Li." Retrieved from https://engagemii.com/aeo/brands/tinally

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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