AI Visibility Scorecard
quantral.com · Technology
Borderline visible. AI bots can crawl Quantral, 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
#1,075,868 of 2,707,329 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
75
Muse Index Score
iAI agent readiness
Transactable · 75/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Stock signals scored by who's been right · Quantral is a Varna business whose own site puts it this way: "Quantral makes an investment ideas app based on social sentiment, reading finance X, Reddit, and Substack to surface the strongest signals, and the voices that are consistently right." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication) and a readable heading structure. It is missing an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.9/10, Quantral is crawlable but under-signaled - fixable, and the signals above are where to start.
Built to answer one question fast: where is the smart money looking?
Quantral started as a way to skip the hours of doom-scrolling for an edge. We read the public conversation across X, Reddit, and Substack, score it, and grade the people making the calls, so you can spend minutes where you used to spend weekends.Maya KoevaCo-Founder
Is this your brand?
The exact fixes for Quantral
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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 August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/quantral
Cite this score: Engagemii (2026). "AEO Score for Quantral." Retrieved from https://engagemii.com/aeo/brands/quantral
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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