AI Visibility Scorecard
Zoho
qengine.zoho.com · Technology
Borderline visible. AI bots can crawl Zoho, 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 13 times
Meta AI · Apple Intelligence · Claude · ChatGPT
#566,444 of 2,705,699 in Technology for AI visibility
7
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Zoho
from our crawl and measurement
Zoho is a business whose own site puts it this way: "Automate end-to-end testing with Zoho QEngine’s agentic AI platform. Create and run self-healing tests across web, mobile, and APIs - faster with minimal maintenance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
Fair
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
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 4.7/10, Zoho is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Zoho QEngine?
Zoho QEngine is the unified, agentic test automation platform for QA and DevOps teams. AI agents autonomously generate test cases from images, requirement documents, or prompts. QEngine helps with manual and automation testing for web, mobile and APIs.
Is this your brand?
The exact fixes for Zoho
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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/qengine-zoho
Cite this score: Engagemii (2026). "AEO Score for Zoho." Retrieved from https://engagemii.com/aeo/brands/qengine-zoho
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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