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Heidi Seibold
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. Heidi Seibold just got measured.
5/10 means Heidi Seibold is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Heidi Seibold
Skip to primary navigation Skip to content Skip to footer Heidi Seibold Open and Reproducible Data Science Workshops Podcasts Newsletter About Contact Toggle menu Heidi Seibold Open and Reproducible Data Science Digital Research Academy I am involved in creating a trainer and training network, called the Digital Research Academy.
Key Topics
Details
Industry: Education
heidiseibold.comAI Visibility Breakdown
3
Structured Data
5
Content Structure
6
Entity Clarity
6
E-E-A-T Signals
6
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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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.
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Source & Attribution
Scored by Engagemii on June 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/heidiseibold
Cite this score: Engagemii (2026). "AEO Score for Heidi Seibold." Retrieved from https://engagemii.com/aeo/brands/heidiseibold
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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