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AI Visibility Scorecard
Pysolar by pingswept
pysolar.org · Technology
Somewhat visible. AI bots can read Pysolar by pingswept, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
#180,983 of 2,653,809 in Technology for AI visibility
6.1
/10
AEO Score
About Pysolar by pingswept
from our crawl and measurement
Pysolar by pingswept is a business whose own site puts it this way: "Pysolar Pysolar is a collection of Python libraries for simulating the irradiation of any point on earth by the sun." Its AI visibility score is 6.1 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).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Authority
4
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
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 6.1/10, Pysolar by pingswept has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Pysolar by pingswept
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/pysolar-org
Cite this score: Engagemii (2026). "AEO Score for Pysolar by pingswept." Retrieved from https://engagemii.com/aeo/brands/pysolar-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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