AI Visibility Scorecard
Good People Documentary — Coming in 2025 -
dissonancetheory.com · Media & Entertainment
At 1.80/10, Good People Documentary — Coming in 2025 - is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Content Structure, E-E-A-T Signals and Technical AEO. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · ChatGPT
Top 50% in Media & Entertainment for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Media & Entertainment average 17
Top 50% of Media & Entertainment
See what's behind this score →1.80
AEO Visibility
iNear-invisible · 1.80/10
Media & Entertainment average 1.4
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 →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Media & Entertainment average 15
See what's behind this score →0
About Good People Documentary — Coming in 2025 -
from our crawl and measurement
Good People Documentary — Coming in 2025 - is a business whose own site puts it this way: "Passionate about both animals and human nature, a filmmaker turns to social psychologists to understand why kind people turn a blind-eye to the lives of the animals we eat." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.80 out of 10.
On the page it is passable on some structured data and a partly stated business identity. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.
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.
There is not much on the page to read either, about 9 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Good People Documentary — Coming in 2025 -
- Website ·
- dissonancetheory.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 1.80/10, Good People Documentary — Coming in 2025 - is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Good People Documentary — Coming in 2025 -.
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dissonancetheory
Cite this score: Engagemii (2026). "AEO Score for Good People Documentary — Coming in 2025 -." Retrieved from https://engagemii.com/aeo/brands/dissonancetheory
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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