AI Visibility Scorecard
Raw Data with Rob Collie
rawdatabyp3.libsyn.com · Technology
Well-positioned for AI search. The breakdown below shows where Raw Data with Rob Collie is still leaving points on the table.
AI engines read this profile 45 times
Meta AI · Claude · Apple Intelligence · Amazon Alexa
#3,606 of 2,707,329 in Technology for AI visibility
7
AEO Visibility
iVisible · 7.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About Raw Data with Rob Collie
from our crawl and measurement
"Raw Data with Rob Collie breaks down the complex world of AI into practical actions for modern business leaders." That is how Raw Data with Rob Collie introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.3 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 7 times in our tracking, including ClaudeBot (Anthropic), AmazonBot (Alexa AI) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 7.3/10, Raw Data with Rob Collie has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What Happens After the AI Works?
Jun 9, 2026For the past few years, the conversation around AI has focused on the technology. Which model is best. Which tools to use. How fast everything is changing. But once you start building with it, a different challenge emerges. The technology is often the easy part. The hard part is everything else. The definitions that...
Is this your brand?
The exact fixes for Raw Data with Rob Collie
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rawdatabyp3-libsyn
Cite this score: Engagemii (2026). "AEO Score for Raw Data with Rob Collie." Retrieved from https://engagemii.com/aeo/brands/rawdatabyp3-libsyn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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