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AI Visibility Scorecard
leahmaps
mapmakerleah.com · Technology
At 1.6/10, leahmaps is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,787,048 of 2,811,265 in Technology for AI visibility
1.6
/10
AEO Score
About leahmaps
from mapmakerleah.com
Home Portfolio About Contact Open Menu Close Menu leahmaps Home Portfolio About Contact Open Menu Close Menu Home Portfolio About Contact Leah Rumon Maps for Good Human-centered GIS for people, places, and public impact I’m an awarded Geography & GIS professional who genuinely loves making maps that help people do their jobs better.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 1.6/10, leahmaps is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for leahmaps
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for leahmaps.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mapmakerleah
Cite this score: Engagemii (2026). "AEO Score for leahmaps." Retrieved from https://engagemii.com/aeo/brands/mapmakerleah
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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