AI Visibility Scorecard
Small Perturbation
smallperturbation.com · Media & Entertainment
Somewhat visible. AI bots can read Small Perturbation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence
#490,276 of 1,966,760 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Small Perturbation
from our crawl and measurement
"It features four political commentators discussing recent events from Parliament Hill and sometimes getting into heated arguments about them." That is how Small Perturbation introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Strong
Inbound links from other sites.
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 5.2/10, Small Perturbation has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Which Countries Do This Well?
Fri, 24/09/2021 - 21:17 — root In Ontario, where I'm currently staying, a "vaccine passport" program went into effect two days ago. I just ate at a restaurant which didn't check for one but in principle they all have to. In Alberta, which has been much less careful, business can choose whether to check for vaccine passports or operate at a lower capacity.
Is this your brand?
The exact fixes for Small Perturbation
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/smallperturbation
Cite this score: Engagemii (2026). "AEO Score for Small Perturbation." Retrieved from https://engagemii.com/aeo/brands/smallperturbation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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