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AI Visibility Scorecard
quantware.com · Technology
Somewhat visible. AI bots can read QuantWare, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#82,086 of 2,808,083 in Technology for AI visibility
6.6
/10
AEO Score
from our crawl and measurement
"Building the world's most powerful quantum processors. Enter the KiloQubit era with QuantWare and VIO™ - the 3D scaling architecture that leads to faster and exponentially more powerful." That is how QuantWare introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on some structured data, a partly stated business identity, a few credibility markers and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers.
Away from its own site, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established, press coverage is thin and there is little discussion of it. Beyond that, it does not come up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
3
Forum and community discussion.
0
No Reddit mentions 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 6.6/10, QuantWare has a working base to build on - fixable, and the signals above are where to start.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/quantware
Cite this score: Engagemii (2026). "AEO Score for QuantWare." Retrieved from https://engagemii.com/aeo/brands/quantware
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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