AI Visibility Scorecard
MatchNP
matchnp.com · Healthcare
Somewhat visible. AI bots can read MatchNP, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#188,492 of 921,522 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About MatchNP
from our crawl and measurement
MatchNP is a business whose own site puts it this way: "Follow us on Instagram here | Don't delay graduation." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data, a few credibility markers and basic crawler access.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2021.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
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 5.4/10, MatchNP has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How much does this service cost?
Our fees per clinical hour average between $12 and $15 based on speciality, location and clinical need. Once we’ve found a match, your precise rate will be shared prior to your commitment.
Are payment plans available?
Yes, if you require a payment plan, we will work with your individual budget and needs.
What is the cancellation policy?
A refund of your down-payment will be issued if we are unable to secure the preceptor match as required in the signed service agreement. A refund of your down-payment will not be issued if you do not proceed with your rotation as requested once a provider match has been confirmed.
How long does it take to find a preceptor?
The majority of our matches occur within 48 hours. Although all requests are unique, we will communicate and work with you to find a match as soon as possible.
What if you can't find me a match?
Our placement success rate is high, but sometimes things don’t work out. If we can’t find you a match, no worries, you won’t be charged anything and you’ll be automatically added to our waitlist and we’ll contact you as soon as a match is available.
Is this your brand?
The exact fixes for MatchNP
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
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/matchnp
Cite this score: Engagemii (2026). "AEO Score for MatchNP." Retrieved from https://engagemii.com/aeo/brands/matchnp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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