AI Visibility Scorecard
MARVIN GUZMAN
413studio.com · Media & Entertainment
AI engines read this profile 6 times
Claude · Apple Intelligence · Perplexity
82
AI Naming Predictability
iNamed sometimes · 82/100
Media & Entertainment average 17
Top 1% of Media & Entertainment
See what's behind this score →?
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Media & Entertainment average 15
See what's behind this score →0
About MARVIN GUZMAN
from our crawl and measurement
MARVIN GUZMAN describes itself simply: "COMING SOON Momentum is a funny thing--the more you use it, the more of it you generate." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 0.9 out of 10.
Under the hood there is a sitemap, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
- Company ·
- MARVIN GUZMAN
- Website ·
- 413studio.com
- Industry ·
- Media & Entertainment
- Site status ·
- Not verified
- Last scored ·
- Jul 17, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
-
Not yet measured.
Domain Authority
-
Not yet measured.
Reference Presence
-
Not yet measured.
News & Press
-
Not yet measured.
Community
-
Not yet measured.
Social Mentions
-
Not yet measured.
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.
What is AEO? The beginner's guide to Answer Engine Optimization
ChatGPT is now one of the places people start a search. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.
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Source & Attribution
Scored by Engagemii on July 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/413studio
Cite this score: Engagemii (2026). "AEO Score for MARVIN GUZMAN." Retrieved from https://engagemii.com/aeo/brands/413studio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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