AI Visibility Scorecard
Summary
guide.sphericaldefence.com · Technology
At 2.94/10, Summary is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude · Meta AI
Top 5% in Technology for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
Technology average 28
Top 20% of Technology
See what's behind this score →2.94
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Technology average 17
See what's behind this score →0
About Summary
from our crawl and measurement
Summary is a business whose own site puts it this way: "This page describes what Spherical is, and what it can detect." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.94 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
- Company ·
- Summary
- Website ·
- guide.sphericaldefence.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.94/10, Summary is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is Spherical Defense?
Spherical Defense is an API security solution that uses deep unsupervised learning to protect your APIs. The product is deployed onto AWS, and integrates with your API gateway to mirror your inbound API traffic. The running Spherical Defense instance ingests this traffic, and builds an internal model of normal API behavior.
What can Spherical detect?
Spherical Defense can protect your APIs from malicious injection, mis-configuration, and generic misuse. Some examples of attacks that we can detect are as follows: Excessive Data ExposureExposing more object-level data than necessary over API endpointsMalicious InjectionPassing malicious instructions to databases and other services via the API.
How does it work?
Spherical Defense applies semi-supervised learning to the task of application-level threat detection. We train an advanced model to recreate your data and thus, learn the underlaying structure, syntax and semantics.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Summary.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guide-sphericaldefence
Cite this score: Engagemii (2026). "AEO Score for Summary." Retrieved from https://engagemii.com/aeo/brands/guide-sphericaldefence
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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