AI VISIBILITY SCOREAS OF 2026-08-01 · ENGAGEMII INDEX
4.2/ 10

0.8 since Jul 2026

#1,208,761 OF 1,955,386 IN MEDIA & ENTERTAINMENT

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Margin Films -

Margin Films -

Unclaimed

marginfilms.com · Media & Entertainment

Borderline visible. AI bots can crawl Margin Films -, 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

#1,208,761 of 1,955,386 in Media & Entertainment for AI visibility

4

AEO Visibility

i

Borderline · 4.2/10

35

Muse Index Score

i

AI agent readiness

Basic · 35/100

0

AI Adoption

i

None detected · 0/100

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About Margin Films -

from our crawl and measurement

Margin Films - describes itself simply: "Q&A with actors David Kiyoshi Tom and Sarah Lee, hosted by Quentin Lee, award-winning filmmaker / Chief Creative Office of AAM.tv." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.

Our crawl found structured data on the page (BreadcrumbList, CollectionPage, Organization), an llms.txt file for AI models and a sitemap.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Media & Entertainment
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

1

Press and news coverage.

Community

0

No community discussion yet.

Social Mentions

0

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, Margin Films - is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Margin Films -: How-To

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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/marginfilms

Cite this score: Engagemii (2026). "AEO Score for Margin Films -." Retrieved from https://engagemii.com/aeo/brands/marginfilms

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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