AI Visibility Scorecard
Open Comments — Comment Anywhere (YouTube, Articles, Amazon)
open-comments.com · Technology
Borderline visible. AI bots can crawl Open Comments — Comment Anywhere (YouTube, Articles, Amazon), 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 3 times
Claude · Meta AI
#1,748,353 of 2,707,166 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
0
AI Adoption
iNone detected · 0/100
About Open Comments — Comment Anywhere (YouTube, Articles, Amazon)
from our crawl and measurement
"Browser extension to comment on any website and YouTube video." That is how Open Comments Comment Anywhere (YouTube, Articles, Amazon) introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (SoftwareApplication, Organization, FAQPage) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.2/10, Open Comments — Comment Anywhere (YouTube, Articles, Amazon) is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How do I start commenting?
Simply install the extension and look for the Open Comments icon in your browser toolbar. Click it on any page to instantly open the discussion space.
Is Open Comments anonymous?
We respect your privacy. While you need an account to post to prevent spam, we do not track your browsing history or sell your data.
Does this work on other sites?
Yes! You can start a discussion on any webpage, news article, or blog post. Just click the extension icon to start a conversation.
Is this your brand?
The exact fixes for Open Comments — Comment Anywhere (YouTube, Articles, Amazon)
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Open Comments — Comment Anywhere (YouTube, Articles, Amazon).
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/open-comments
Cite this score: Engagemii (2026). "AEO Score for Open Comments — Comment Anywhere (YouTube, Articles, Amazon)." Retrieved from https://engagemii.com/aeo/brands/open-comments
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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