AI Visibility Scorecard
Quant.ai
ipsoft.com · Technology
Somewhat visible. AI bots can read Quant.ai, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#323,788 of 2,707,790 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About Quant.ai
from our crawl and measurement
Quant.ai describes itself simply: "Skip to main contentEnglishContact IPsoftAutomate your businessIPsoft is a global leader in AI-powered automationWe specialize in Autonomics technology applied to IT operations." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is a sitemap, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
Our monitoring has logged 6 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
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
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
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
Fair
Established authority for your domain.
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 5.6/10, Quant.ai has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Quant.ai
Which AI engines already crawl you
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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 Quant.ai.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ipsoft
Cite this score: Engagemii (2026). "AEO Score for Quant.ai." Retrieved from https://engagemii.com/aeo/brands/ipsoft
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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