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Pumpkinseed Bio
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. Pumpkinseed Bio just got measured.
5/10 means Pumpkinseed Bio 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 Pumpkinseed Bio
Pumpkinseed is The Biology Mining Company, extracting biology's most valuable data layer at a resolution and scale that was previously impossible. Its deSIPHR platform enables fully de novo sequencing, serving partners across biopharma, bio-AI and biosecurity.
Key Topics
Details
AI Visibility Breakdown
2
Structured Data
8
Content Structure
5
Entity Clarity
5
E-E-A-T Signals
8
Technical AEO
3
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 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pumpkinseed-bio
Cite this score: Engagemii (2026). "AEO Score for Pumpkinseed Bio." Retrieved from https://engagemii.com/aeo/brands/pumpkinseed-bio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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