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AI Visibility Scorecard
Dependency Injector — Dependency injection framework for Python — Dependency Injector 4.49.0 documentation
python-dependency-injector.ets-labs.org · Technology
Somewhat visible. AI bots can read Dependency Injector — Dependency injection framework for Python — Dependency Injector 4.49.0 documentation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude · Apple Intelligence
#56,067 of 2,596,770 in Technology for AI visibility
6.7
/10
AEO Score
About Dependency Injector — Dependency injection framework for Python — Dependency Injector 4.49.0 documentation
from our crawl and measurement
Dependency Injector Dependency injection framework for Python Dependency Injector 4.49.0 documentation describes itself simply: "Dependency Injector is a dependency injection framework for Python. It helps to maintain you application structure." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
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
0
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
9
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
3
Forum and community discussion.
6
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 6.7/10, Dependency Injector — Dependency injection framework for Python — Dependency Injector 4.49.0 documentation has a working base to build on - fixable, and the signals above are where to start.
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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/python-dependency-injector-ets-labs-org
Cite this score: Engagemii (2026). "AEO Score for Dependency Injector — Dependency injection framework for Python — Dependency Injector 4.49.0 documentation." Retrieved from https://engagemii.com/aeo/brands/python-dependency-injector-ets-labs-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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