AI Visibility Scorecard
WUBBERY
grndpln.com · Technology
Borderline visible. AI bots can crawl WUBBERY, 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 5 times
Claude · Apple Intelligence · Meta AI
#1,299,541 of 2,705,506 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
0
AI Adoption
iNone detected · 0/100
About WUBBERY
from our crawl and measurement
WUBBERY describes itself simply: "WUBBERY is an AI infrastructure company building the Substrate Engine, sub-4μs intent routing on a CPU, a decision that never calls a model, and a measured cost reduction on...." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Under the hood there is structured data on the page (Organization, SoftwareApplication) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
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
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
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
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 4/10, WUBBERY is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is actually measured?
The money number1 · Routing — spend tracks the stakes, not the habitMEASUREDReplayed against 34,734 real logged requests (9.68 billion tokens), routing cut inference cost from $7,249 to $4,864 while sending every high-stakes call to the premium tier.32.9%cost cut on the replay100%land within one tier (n=18)83.3%exact tier — all 3 misses route up, never downTierShare of callsShare of.
Is this your brand?
The exact fixes for WUBBERY
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for WUBBERY.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grndpln
Cite this score: Engagemii (2026). "AEO Score for WUBBERY." Retrieved from https://engagemii.com/aeo/brands/grndpln
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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