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AI Visibility Scorecard
Civil Engineering Software Database (CESDb)
cesdb.com · Technology
Somewhat visible. AI bots can read Civil Engineering Software Database (CESDb), but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#406,813 of 2,602,224 in Technology for AI visibility
5.6
/10
AEO Score
About Civil Engineering Software Database (CESDb)
from our crawl and measurement
"Our mission is to provide a software library where engineers, researchers and academics can easily access free or shareware civil engineering software." That is how Civil Engineering Software Database (CESDb) introduces itself. Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
1
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
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 5.6/10, Civil Engineering Software Database (CESDb) has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Civil Engineering Software Database (CESDb)
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/cesdb
Cite this score: Engagemii (2026). "AEO Score for Civil Engineering Software Database (CESDb)." Retrieved from https://engagemii.com/aeo/brands/cesdb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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