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AI Visibility Scorecard
Robert Oster
robertoster.com · E-commerce
At 1.2/10, Robert Oster is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#628,793 of 634,544 in E-commerce for AI visibility
1.2
/10
AEO Score
About Robert Oster
from our crawl and measurement
Robert Oster describes itself simply: "RobertOster.com Robert Oster Signature Inks and Shake'N'Shimmy inks are made in Australia and available the world over. Beautiful colours. Well behaved Fountain Pen Inks." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
0
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
0
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
2
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 1.2/10, Robert Oster is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Robert Oster
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/robertoster
Cite this score: Engagemii (2026). "AEO Score for Robert Oster." Retrieved from https://engagemii.com/aeo/brands/robertoster
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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