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Oncology Essentials
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. Oncology Essentials just got measured.
4/10 means Oncology Essentials 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 Oncology Essentials
Us Melanie Byrne Thomas, MDMedical oncologist · Global oncology educatorFulbright Scholar to Nepal, 2024–2025Health Volunteers Overseas (HVO) volunteer since 2010HVO Golden Apple Award recipient, 2026Founder, Oncology Essentials Nepal ABOUT USA Career Devoted To Global OncologyA major driver of cancer disparities in low‑resource countries is the severe shortage of trained oncology professionals.
Key Topics
Details
Industry: Healthcare
oncologyessentials.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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Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Source & Attribution
Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/oncologyessentials
Cite this score: Engagemii (2026). "AEO Score for Oncology Essentials." Retrieved from https://engagemii.com/aeo/brands/oncologyessentials
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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