AI Visibility Scorecard
Hontat
hontat.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Hontat, 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 1 times
Claude
#241,108 of 270,169 in Manufacturing & Industrial for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Manufacturing & Industrial average 14
Top 31% of Manufacturing & Industrial
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.5/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
Manufacturing & Industrial average 0.0
0 relationships · Manufacturing & Industrial average 2
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Manufacturing & Industrial average 18
See what's behind this score →0
About Hontat
from our crawl and measurement
Hontat Best engineering firm and tailor-made automation equipment in Singapore is a business whose own site puts it this way: "read more CUSTOMISATION AT ITS FINEST With strong networks into the manufacturing market, and an excellent team dedicated to delivering the best for our client, your engineering and." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
- Company ·
- Hontat
- Website ·
- hontat.com
- Industry ·
- Manufacturing & Industrial
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Sep 4, 2026
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
Weak
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 read your site and name it in answers. At 3.5/10, Hontat is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hontat
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hontat
Cite this score: Engagemii (2026). "AEO Score for Hontat." Retrieved from https://engagemii.com/aeo/brands/hontat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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