AI Visibility Scorecard
John Guilfoil Public Relations
jgpr.net · Government & Public Sector
Somewhat visible. AI bots can read John Guilfoil Public Relations, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 16 times
Claude · ChatGPT · Perplexity · Apple Intelligence
#427 of 124,539 in Government & Public Sector for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Government & Public Sector average 14
Top 1% of Government & Public Sector
See what's behind this score →6
AEO Visibility
iBorderline · 5.5/10
Government & Public Sector average 4.1
See what's behind this score →-
Network Authority
iNot connected yet
Government & Public Sector average 0.0
0 relationships on record. Businesses in Government & Public Sector average 2. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Government & Public Sector average 10
See what's behind this score →0
About John Guilfoil Public Relations
from our crawl and measurement
John Guilfoil Public Relations is a Elm Park Groveland, MA business whose own site puts it this way: "Public relations, crisis management, and web design for police, fire departments, schools, and municipal governments." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- John Guilfoil Public Relations
- Website ·
- jgpr.net
- Industry ·
- Government & Public Sector
- Location ·
- Elm Park Groveland, MA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 2, 2026
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 5.5/10, John Guilfoil Public Relations has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Guilfoil Public Relations
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jgpr-net
Cite this score: Engagemii (2026). "AEO Score for John Guilfoil Public Relations." Retrieved from https://engagemii.com/aeo/brands/jgpr-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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