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AI Visibility Scorecard
Tech Onshore MEP Prefabricators - Intelligent Engineering; Innovation Solutions. Prefab MEP
tom.sg · Home & Living
Somewhat visible. AI bots can read Tech Onshore MEP Prefabricators - Intelligent Engineering; Innovation Solutions. Prefab MEP, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude
#174,622 of 1,244,256 in Home & Living for AI visibility
5.5
/10
AEO Score
About Tech Onshore MEP Prefabricators - Intelligent Engineering; Innovation Solutions. Prefab MEP
from tom.sg
An engineering contractor specialising in DFMA, Prefabricated MEP and Modularisation since 1996 TOM is the pinnacle of Intelligent Engineering Solutions. Founded in 1996, TOM has consistently and succ
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.5/10, Tech Onshore MEP Prefabricators - Intelligent Engineering; Innovation Solutions. Prefab MEP has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tech Onshore MEP Prefabricators - Intelligent Engineering; Innovation Solutions. Prefab MEP
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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/tom-sg
Cite this score: Engagemii (2026). "AEO Score for Tech Onshore MEP Prefabricators - Intelligent Engineering; Innovation Solutions. Prefab MEP." Retrieved from https://engagemii.com/aeo/brands/tom-sg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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