AI Visibility Scorecard
Corporate Plans and Projects
resultssaintjohn.com · Government & Public Sector
Borderline visible. AI bots can crawl Corporate Plans and Projects, 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
#81,881 of 123,607 in Government & Public Sector for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Corporate Plans and Projects
from our crawl and measurement
Corporate Plans and Projects is a business whose own site puts it this way: "Through Corporate Plans, the City maps out priorities and key focus areas that will guide the decisions of Saint John Common Council." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.1/10, Corporate Plans and Projects is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Corporate Plans and Projects
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/resultssaintjohn
Cite this score: Engagemii (2026). "AEO Score for Corporate Plans and Projects." Retrieved from https://engagemii.com/aeo/brands/resultssaintjohn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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