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Roberta Golinkoff
AEO Score: 6.1/10
AI engines read this profile 2 times
Apple Intelligence
#43,598 of 811,086 in Education for AI visibility
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. Roberta Golinkoff just got measured.
6.1/10 means Roberta Golinkoff is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Roberta Golinkoff
Stories with Clever Hedgehog Launches
Key Topics
Details
Industry: Education
roberta-golinkoff.comAI Visibility Breakdown
1
Structured Data
3
Content Structure
6
Entity Clarity
3
E-E-A-T Signals
5
Technical AEO
4
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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The AEO Checklist Every Small Business Owner Needs Right Now
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 July 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/roberta-golinkoff
Cite this score: Engagemii (2026). "AEO Score for Roberta Golinkoff." Retrieved from https://engagemii.com/aeo/brands/roberta-golinkoff
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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