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Civic Mapping Initiative
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. Two-thirds of websites are invisible to them. Civic Mapping Initiative just got measured.
6/10 means Civic Mapping Initiative is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Civic Mapping Initiative
Civic Mapping Initiative is a research center identifying “last mile” transit expansion opportunities to support smart infrastructure planning and workforce development. Co-founded by Abigail Seldin and Matthew Crespi, CMI is sponsored by the Seldin/Haring-Smith Foundation (SHSF).
Key Topics
Details
Industry: Technology
civicmaps.orgAI Visibility Breakdown
5
Structured Data
7
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
4
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on June 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/civicmaps-org
Cite this score: Engagemii (2026). "AEO Score for Civic Mapping Initiative." Retrieved from https://engagemii.com/aeo/brands/civicmaps-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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