AI Visibility Scorecard
Your Input Needed
yourinputneededmovie.com · Technology
Borderline visible. AI bots can crawl Your Input Needed, 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 2 times
Claude · ChatGPT
#1,895,363 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Your Input Needed
from our crawl and measurement
Your Input Needed describes itself simply: "Your Input Needed Record A wiki-documentary about hackers, makers, movers & shakers re-making the world without permission." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.
Off the page, almost no other sites link to it, 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.
It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.6/10, Your Input Needed is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who's involved?
Jeffrey Buras Director Documentary Filmmaker, Cinematographer, Austin resident and American University graduate. Liza Gipsova Cinematographer Multidisciplinary creative, Curiouser Creative co-founder, American University graduate and DC-area native. Winston Hoy Producer Self-taught filmmaker and web developer, Curiouser Creative co-founder and non-profit activist.
What's the Story?
We, as a society, are in the midst of a radical shift in the way we produce goods. View the concept video. The rapid, open and collaborative nature of the internet combined with micro-manufacturing technology and decentralized organizing tactics has transformed community landscapes, product markets and nearly every aspect of our lives.
How Can You Help?
We're currently interviewing hackers, makers, movers and shakers. Every interview and video clip we've recorded is publicly available for you view and download, but also to comment, contribute to and share. It's all happening at HitRecord.com. We currently need your help sharing the project with the community. For more information or get involved with the core team, e-mail us at [email protected].
Is this your brand?
The exact fixes for Your Input Needed
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/yourinputneededmovie
Cite this score: Engagemii (2026). "AEO Score for Your Input Needed." Retrieved from https://engagemii.com/aeo/brands/yourinputneededmovie
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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