AI Visibility Scorecard
Comments Viewer
commentsviewer.com · Technology
Borderline visible. AI bots can crawl Comments Viewer, 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
#2,197,353 of 2,705,353 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Comments Viewer
from our crawl and measurement
Comments Viewer View & Export Public TikTok Comments describes itself simply: "View and export comments from public TikTok video URLs." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
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 3.3/10, Comments Viewer is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Comments Viewer?
Comments Viewer helps creators, marketers and researchers inspect comments available on public TikTok videos without copying rows by hand. Add a public video URL, let the task run in the background, then review the normalized comments in one place.The viewer preserves source and observation details, keeps unavailable fields empty instead of inventing values, and supports private CSV, Excel and JSON exports.
Is this your brand?
The exact fixes for Comments Viewer
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 Comments Viewer.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commentsviewer
Cite this score: Engagemii (2026). "AEO Score for Comments Viewer." Retrieved from https://engagemii.com/aeo/brands/commentsviewer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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