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AI Visibility Scorecard
Open Source Network Management System for OpenWrt
openwisp.org · wireless
Somewhat visible. AI bots can read Open Source Network Management System for OpenWrt, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#40,061 of 2,808,083 in Technology for AI visibility
6.9
/10
AEO Score
About Open Source Network Management System for OpenWrt
from our crawl and measurement
Open Source Network Management System for OpenWrt is a business whose own site puts it this way: "OpenWISP is an open source network management system aimed at low cost networks: from public wifi, to university wifi, mesh networks and IoT." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it, AI engines recognise it as a distinct business, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2010.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
6
Forum and community discussion.
5
Reddit mentions and discussion.
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 6.9/10, Open Source Network Management System for OpenWrt has a working base to build on - fixable, and the signals above are where to start.
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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/openwisp-org
Cite this score: Engagemii (2026). "AEO Score for Open Source Network Management System for OpenWrt." Retrieved from https://engagemii.com/aeo/brands/openwisp-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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