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Pilar Shephard Art Appraisal and Consulting
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. Pilar Shephard Art Appraisal and Consulting just got measured.
4/10 means Pilar Shephard Art Appraisal and Consulting 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 Pilar Shephard Art Appraisal and Consulting
Pilar Shephard Art Appraisal and Consulting Home Credentials Testimonials Contact Pilar Shephard, MA/BFA, a well-known appraiser and art consultant based in Montreal, provides art appraisal and consulting services in Canada and the United States.
Key Topics
Details
Industry: Finance & Insurance
pilarshephard.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
5
Entity Clarity
6
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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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 July 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pilarshephard
Cite this score: Engagemii (2026). "AEO Score for Pilar Shephard Art Appraisal and Consulting." Retrieved from https://engagemii.com/aeo/brands/pilarshephard
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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