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AI Visibility Scorecard

Khanh Le, MD Gastroenterologist

Khanh Le, MD Gastroenterologist

Unclaimed

drkhanhle.com · Healthcare

Borderline visible. AI bots can crawl Khanh Le, MD Gastroenterologist, 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

Apple Intelligence · Claude · Meta AI

#580,161 of 864,557 in Healthcare for AI visibility

4

AEO Visibility

i

Borderline · 4.2/10

25

Muse Index Score

i

AI agent readiness

Agent-ready · 25/100

0

AI Adoption

i

None detected · 0/100

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About Khanh Le, MD Gastroenterologist

from our crawl and measurement

Khanh Le, MD Gastroenterologist is a Kingwood, TX business whose own site puts it this way: "<p>Dr. Khanh Le received his Medical Degree from the Tulane University School of Medicine in 2000 and completed his residency in Internal Medicine at Baylor College of Medicine in Houston." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure, a few credibility markers and partial sitemap and link coverage.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Healthcare
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

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 4.2/10, Khanh Le, MD Gastroenterologist is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Khanh Le, MD Gastroenterologist: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Khanh Le, MD Gastroenterologist." Retrieved from https://engagemii.com/aeo/brands/drkhanhle

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

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