AI Visibility Scorecard
Open Residency & Fellowship Positions
outsidematch.com · Healthcare
Borderline visible. AI bots can crawl Open Residency & Fellowship Positions, 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 8 times
Meta AI · Claude · Amazon Alexa
#233,452 of 924,111 in Healthcare for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 46% of Healthcare companies
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Open Residency & Fellowship Positions
from our crawl and measurement
"OutsideMatch.com is the best way to find Unfilled Residency or Fellowship Positions outside the Match 2025. You can search by specialty, location, PGY level, and more!." That is how Open Residency & Fellowship Positions introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once 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
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
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
Weak
No community discussion yet.
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 4/10, Open Residency & Fellowship Positions is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why join us?
13 Vacancies added in last 30 days. 629 Positions in the database. 74 New members last month. 604 Institutions that post openings. I want to became a member
Is this your brand?
The exact fixes for Open Residency & Fellowship Positions
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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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/outsidematch
Cite this score: Engagemii (2026). "AEO Score for Open Residency & Fellowship Positions." Retrieved from https://engagemii.com/aeo/brands/outsidematch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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