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AI Visibility Scorecard
Roberto Reif
robertoreif.com · Technology
Somewhat visible. AI bots can read Roberto Reif, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#696,932 of 2,623,115 in Technology for AI visibility
5.2
/10
AEO Score
About Roberto Reif
from our crawl and measurement
Roberto Reif is a business whose own site puts it this way: "<p>I am a scientist with a strong background in data analysis and image/signal processing. I am the founder of Analysis Consulting LLC, a data science and data visualization company." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.2/10, Roberto Reif has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Roberto Reif
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/robertoreif
Cite this score: Engagemii (2026). "AEO Score for Roberto Reif." Retrieved from https://engagemii.com/aeo/brands/robertoreif
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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