AI Visibility Scorecard
reactioncount.com · Technology
Borderline visible. AI bots can crawl Reaction Count — Reaction buttons without JavaScript, 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
#2,257,066 of 2,706,631 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 3.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Reaction Count — Reaction buttons without JavaScript is a business whose own site puts it this way: "Paste a tiny reaction button into your WordPress post, Ghost article, Hugo or Astro page, or any host that lets you paste a raw HTML form. No JavaScript on your page, no...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
Our crawl found a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Sitemaps and entity links AI can follow.
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.
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 3.1/10, Reaction Count — Reaction buttons without JavaScript is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Reaction Count — Reaction buttons without JavaScript
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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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/reactioncount
Cite this score: Engagemii (2026). "AEO Score for Reaction Count — Reaction buttons without JavaScript." Retrieved from https://engagemii.com/aeo/brands/reactioncount
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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