AI Visibility Scorecard
Open Plans
openplans.org · Education
Somewhat visible. AI bots can read Open Plans, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 14 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#17,978 of 937,437 in Education for AI visibility
99
AI Naming Predictability
iAI names companies like this · 99/100
7
AEO Visibility
iVisible · 6.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Open Plans
from our crawl and measurement
"Open Plans promotes a people-first street culture that prioritizes community, safety, joy, mobility and empowerment." That is how Open Plans introduces itself. Its AI visibility score is 6.6 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 (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT), Meta AI and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Strong
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
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 6.6/10, Open Plans has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Open Plans
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/openplans-org
Cite this score: Engagemii (2026). "AEO Score for Open Plans." Retrieved from https://engagemii.com/aeo/brands/openplans-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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