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AI Visibility Scorecard
Switch to OpenStreetMap
switch2osm.org · Technology
Somewhat visible. AI bots can read Switch to OpenStreetMap, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#322,125 of 2,834,560 in Technology for AI visibility
5.9
/10
AEO Score
About Switch to OpenStreetMap
from our crawl and measurement
Switch to OpenStreetMap describes itself simply: "Skip to content Switch2OSM Switch to OpenStreetMap English Українська 台灣華語 Help to translate Initializing search switch2osm/switch2osm Switch2OSM Why Switch?." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places, missing in others.
Under the hood there is a sitemap, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
7
Forum and community discussion.
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 5.9/10, Switch to OpenStreetMap has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Switch to OpenStreetMap
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/switch2osm-org
Cite this score: Engagemii (2026). "AEO Score for Switch to OpenStreetMap." Retrieved from https://engagemii.com/aeo/brands/switch2osm-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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