AI Visibility Scorecard
Robert Boles — QA systems, automation, and builder lab
robboles.com · Technology
Borderline visible. AI bots can crawl Robert Boles — QA systems, automation, and builder lab, 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
#2,118,070 of 2,705,353 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
8
AI Adoption
iBasic · 8/100
About Robert Boles — QA systems, automation, and builder lab
from our crawl and measurement
Robert Boles — QA systems, automation, and builder lab describes itself simply: "QA systems, automation, and practical experiments from the field. Better tests. Better releases. Less theater." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Under the hood there is structured data on the page (WebPage) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
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
Good
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 3.5/10, Robert Boles — QA systems, automation, and builder lab is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Robert Boles — QA systems, automation, and builder lab
Which AI engines already crawl you
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/robboles
Cite this score: Engagemii (2026). "AEO Score for Robert Boles — QA systems, automation, and builder lab." Retrieved from https://engagemii.com/aeo/brands/robboles
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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