AI Visibility Scorecard
Commonwealth of Massachusetts
quitworks.com · Healthcare
Borderline visible. AI bots can crawl Commonwealth of Massachusetts, 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 1 times
Claude
#241,525 of 925,222 in Healthcare for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
-
Network Authority
iNot connected yet
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Commonwealth of Massachusetts
from our crawl and measurement
QuitWorks describes itself simply: "QuitWorks is a patient referral and reporting service that allows providers to easily refer patients who use tobacco or nicotine to 1-800-QUIT-NOW, Massachusetts’ tobacco and nicotine." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WPHeader) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- Commonwealth of Massachusetts
- Website ·
- quitworks.com
- Industry ·
- Healthcare
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 31, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 read your site and name it in answers. At 4/10, Commonwealth of Massachusetts is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is QuitWorks?
QuitWorks is a patient referral and reporting service that allows healthcare and other providers to easily refer patients who use tobacco/nicotine to 1-800-QUIT-NOW, Massachusetts’ Quitline.
How to refer patients using QuitWorks?
The heart of the QuitWorks program is a flexible referral process that can be used by any provider in health care and community service settings. Providers, including medical assistants, community health workers, social workers, dental hygienists, and others, can refer a patient or client aged 12 or older, regardless of health insurance status.
How to talk to your patients about their tobacco/nicotine use?
In national surveys more than half of all tobacco users report an interest in quitting, but not all are interested in quitting at the time of their health care visit. We recommend that providers re-refer patients to 1-800-QUIT-NOW through QuitWorks as often as necessary.Research shows that talking about tobacco use even briefly (3-5 minutes) can help people quit using tobacco/nicotine.
Is this your brand?
The exact fixes for Commonwealth of Massachusetts
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/quitworks
Cite this score: Engagemii (2026). "AEO Score for Commonwealth of Massachusetts." Retrieved from https://engagemii.com/aeo/brands/quitworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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