AI Visibility Scorecard
DESIGN IT. BUILD IT. LIGHT IT. AUTOMATE IT.
agfreimann.com · Home & Living
Borderline visible. AI bots can crawl DESIGN IT. BUILD IT. LIGHT IT. AUTOMATE IT., 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
Meta AI · Claude
#842,622 of 1,378,192 in Home & Living for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Home & Living average 5
Top 71% of Home & Living
See what's behind this score →4
-
Network Authority
iNot connected yet
Home & Living average 0.0
0 relationships · Home & Living average 2
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Home & Living average 21
See what's behind this score →0
About DESIGN IT. BUILD IT. LIGHT IT. AUTOMATE IT.
from our crawl and measurement
DESIGN IT. BUILD IT. LIGHT IT. AUTOMATE IT. is a business whose own site puts it this way: "Skip to content (818) 804-8669 [email protected] 23371 Mulholland Dr." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- DESIGN IT. BUILD IT. LIGHT IT. AUTOMATE IT.
- Website ·
- agfreimann.com
- Industry ·
- Home & Living
- Location ·
- Woodland Hills, CA
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 10, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
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 read your site and name it in answers. At 3.6/10, DESIGN IT. BUILD IT. LIGHT IT. AUTOMATE IT. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for DESIGN IT. BUILD IT. LIGHT IT. AUTOMATE IT.
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/agfreimann
Cite this score: Engagemii (2026). "AEO Score for DESIGN IT. BUILD IT. LIGHT IT. AUTOMATE IT.." Retrieved from https://engagemii.com/aeo/brands/agfreimann
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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