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AI Visibility Scorecard
CS146S: The Modern Software Developer
themodernsoftware.dev · Technology
Somewhat visible. AI bots can read CS146S: The Modern Software Developer, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude
#684,870 of 2,671,417 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About CS146S: The Modern Software Developer
from our crawl and measurement
CS146S: The Modern Software Developer is a business whose own site puts it this way: "CS146S at Stanford University. Learn how the next generation of software engineers can leverage AI tooling to 10x their productivity. Fall 2025." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 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
7
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
5
Forum and community discussion.
Social Mentions
0
No social discussion 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 5.2/10, CS146S: The Modern Software Developer 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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/themodernsoftware-dev
Cite this score: Engagemii (2026). "AEO Score for CS146S: The Modern Software Developer." Retrieved from https://engagemii.com/aeo/brands/themodernsoftware-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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