AI Visibility Scorecard
PyDigger
pydigger.code-maven.com · Technology
Somewhat visible. AI bots can read PyDigger, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Claude · Amazon Alexa · Meta AI · Apple Intelligence
#464,600 of 2,707,519 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About PyDigger
from our crawl and measurement
PyDigger describes itself simply: "Some of the smallest contributions could be making improvements to the meta-data of the project that is usually stored in the pyproject.toml file." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It 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) and AmazonBot (Alexa AI).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Weak
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 5.4/10, PyDigger has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How can you help fixing the situation?
Check the list of packages where we have not found a VCS. First make sure the package indeed does not have a link to its VCS. Our code might have bugs or the package might have been indexed before some of our latest improvements to our indexing. If there really is no VCS then finding and adding the link to it is probably not an easy task.
Is this your brand?
The exact fixes for PyDigger
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for PyDigger.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pydigger-code-maven
Cite this score: Engagemii (2026). "AEO Score for PyDigger." Retrieved from https://engagemii.com/aeo/brands/pydigger-code-maven
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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