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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. Two-thirds of websites are invisible to them. Pip just got measured.
3/10 means Pip is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About Pip
Inline dependencies for small Python scripts.
Details
Category: Technology
pip.wtfAI Visibility Breakdown
1
Structured Data
2
Content Structure
4
Entity Clarity
2
E-E-A-T Signals
5
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on June 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pip-wtf
Cite this score: Engagemii (2026). "AEO Score for Pip." Retrieved from https://engagemii.com/aeo/brands/pip-wtf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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