AI Visibility Scorecard
castironcreative.com · Professional Services
Somewhat visible. AI bots can read Cast Iron LA, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#102,420 of 526,898 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Cast Iron LA, based in Woodland Hills, CA, describes itself simply: "Cast Iron LA is a creative marketing agency in Los Angeles. Two experienced creatives, each with 30+ years in LA advertising, including senior creative roles at RPA, using AI-powered." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 5.4/10, Cast Iron LA has a working base to build on - fixable, and the signals above are where to start.
What if your budget went to the work?
Experienced creatives on your brand from day one. The team you meet is the team you keep. You talk directly to the people making the work. Not their manager's manager's manager. Brief to delivery in days, not months. Because there's nothing in the way. How We Work
Is this your brand?
The exact fixes for Cast Iron LA
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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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/castironcreative
Cite this score: Engagemii (2026). "AEO Score for Cast Iron LA." Retrieved from https://engagemii.com/aeo/brands/castironcreative
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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