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AI Visibility Scorecard

Open Plans

Open Plans

Unclaimed

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 8 times

Meta AI · ChatGPT · Claude · Apple Intelligence

#27,520 of 870,752 in Education for AI visibility

6.7

/10

AEO Score

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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 6.7 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).

Industry · Education
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

8

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

5

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

1

Press and news coverage.

Community

5

Forum and community discussion.

Social Mentions

1

Social discussion and mentions.

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 6.7/10, 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

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Open Plans: AEO & AI Search

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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