AI Visibility Scorecard
Logic Spine
logicspine.com · Technology
Borderline visible. AI bots can crawl Logic Spine, 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 2 times
Claude
#1,351,767 of 2,707,329 in Technology for AI visibility
54
AI Naming Predictability
iSometimes named · 54/100
5
AEO Visibility
iBorderline · 4.7/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
12
AI Adoption
iBasic · 12/100
About Logic Spine
from our crawl and measurement
"Logic Spine is an R&D and product studio that finds real gaps worth closing and builds the technology to close them. Explore Sumikar, ASK, and UnderKB." That is how Logic Spine introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
The site gets some of it right: it has structured data on the page (WebSite, Organization), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
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 4.7/10, Logic Spine is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Found a gap worth closing?
Looking for people who've spotted something broken at scale and want it engineered, not pitched. If that's you — tell us what you found.Studio collaborationBring the gap, domain context, and stakes. We map what to build, build it end-to-end, and own the outcome.Our productsSumikar — carbon compliance for CBAM, BRSR & ICM. ASK — RAG chat over your documents.
Is this your brand?
The exact fixes for Logic Spine
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Logic Spine.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/logicspine
Cite this score: Engagemii (2026). "AEO Score for Logic Spine." Retrieved from https://engagemii.com/aeo/brands/logicspine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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