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AI Visibility Scorecard
Design Roots
· Manufacturing & Industrial
Somewhat visible. AI bots can read Design Roots, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#50,829 of 237,675 in Manufacturing & Industrial for AI visibility
5.4
/10
AEO Score
About Design Roots
from our crawl and measurement
designroots3d.com describes itself simply: "Design Roots delivers 3D printers & 3D printing services in Bangalore, offering rapid prototyping, reverse engineering, & custom parts for industries in India." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (Product, Organization) and an llms.txt file for AI models and a sitemap, but the score is capped by what is missing: a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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 5.4/10, Design Roots has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Design Roots
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Design Roots.
Source & Attribution
Scored by Engagemii on August 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/designroots3d
Cite this score: Engagemii (2026). "AEO Score for Design Roots." Retrieved from https://engagemii.com/aeo/brands/designroots3d
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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