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AI Visibility Scorecard
David Seamer Illustrated Guides of Microscopic Life
davidseamer.com · Media & Entertainment
Borderline visible. AI bots can crawl David Seamer Illustrated Guides of Microscopic Life, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#880,488 of 1,892,788 in Media & Entertainment for AI visibility
4.8
/10
AEO Score
About David Seamer Illustrated Guides of Microscopic Life
from our crawl and measurement
David Seamer Illustrated Guides of Microscopic Life is one of the businesses we track in the Media & Entertainment space. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is a heading structure that lays out what it offers, credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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. Roughly two-thirds of sites are invisible to them. At 4.8/10, David Seamer Illustrated Guides of Microscopic Life is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for David Seamer Illustrated Guides of Microscopic Life
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/davidseamer
Cite this score: Engagemii (2026). "AEO Score for David Seamer Illustrated Guides of Microscopic Life." Retrieved from https://engagemii.com/aeo/brands/davidseamer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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