AI Visibility Scorecard
illumin8labs
illumin8labs.com · Professional Services
Borderline visible. AI bots can crawl illumin8labs, 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 7 times
Meta AI · Claude · ShapBot · Perplexity
#22,421 of 527,821 in Professional Services for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 87% of Professional Services companies
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About illumin8labs
from our crawl and measurement
illumin8labs, based in Santa Maria, CA, describes itself simply: "Illuminate growth paths for SMBs, turning digital uncertainty into measurable wins." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places, missing in others.
Under the hood there is a clearly stated business identity and sitemaps and entity links AI can follow and structured data describing the business, but the score is capped by what is missing: credibility markers like credentials or reviews.
Off the page the picture is mixed: other sites link to it, but the domain does not yet read as established and AI engines do not yet recognise it as a distinct business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Good
Inbound links from other sites.
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 4.2/10, illumin8labs is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for illumin8labs
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/illumin8labs
Cite this score: Engagemii (2026). "AEO Score for illumin8labs." Retrieved from https://engagemii.com/aeo/brands/illumin8labs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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