AI Visibility Scorecard
LMF Studios | Retail Branding & Design Company
lmfgrp.com · Food & Beverage
Borderline visible. AI bots can crawl LMF Studios | Retail Branding & Design Company, 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
#773,555 of 1,393,482 in Food & Beverage for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About LMF Studios | Retail Branding & Design Company
from our crawl and measurement
LMF Studios is a business whose own site puts it this way: "A collection of creative artists and designers specializing in interior design, bespoke custom decor and branded signage solutions for businesses." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure and a few credibility markers. What holds it back is structured data describing the business and sitemaps and entity links AI can follow.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
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 4.2/10, LMF Studios | Retail Branding & Design Company is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LMF Studios | Retail Branding & Design Company
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lmfgrp
Cite this score: Engagemii (2026). "AEO Score for LMF Studios | Retail Branding & Design Company." Retrieved from https://engagemii.com/aeo/brands/lmfgrp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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