AI Visibility Scorecard
Assay — Found vulnerabilities in OpenAI, Kubernetes, Shopify, and Cloudflare
tryassay.ai · Technology
Borderline visible. AI bots can crawl Assay — Found vulnerabilities in OpenAI, Kubernetes, Shopify, and Cloudflare, 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 14 times
Claude · Meta AI · Apple Intelligence · ByteDance AI
#1,299,541 of 2,705,506 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
9
AI Adoption
iBasic · 9/100
About Assay — Found vulnerabilities in OpenAI, Kubernetes, Shopify, and Cloudflare
from our crawl and measurement
"The safety and trust layer for AI-built software and AI agents. Assay verifies every claim AI-generated code makes; Sentinel scans for the vulnerabilities LLMs reproduce, hardcoded." That is how Assay Found vulnerabilities in OpenAI, Kubernetes, Shopify, and Cloudflare introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic).
The 6 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
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
Strong
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
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.
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 4/10, Assay — Found vulnerabilities in OpenAI, Kubernetes, Shopify, and Cloudflare is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tryassay-ai
Cite this score: Engagemii (2026). "AEO Score for Assay — Found vulnerabilities in OpenAI, Kubernetes, Shopify, and Cloudflare." Retrieved from https://engagemii.com/aeo/brands/tryassay-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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