AI Visibility Scorecard
Material Take-Off
material-take-off.com · Technology
Borderline visible. AI bots can crawl Material Take-Off, 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
#1,895,629 of 2,705,461 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
17
AI Adoption
iBasic · 17/100
About Material Take-Off
from our crawl and measurement
Material Take-Off Carbon-aware MTO Claude plugin (public beta), based in Wien, describes itself simply: "AI-assisted, carbon-aware Material Take-Off delivered as a Claude plugin. Reads IFC models locally, matches materials to ÖKOBAUDAT and produces an Excel take-off with embodied carbon." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Fair
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 3.6/10, Material Take-Off is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Material Take-Off
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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 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/material-take-off
Cite this score: Engagemii (2026). "AEO Score for Material Take-Off." Retrieved from https://engagemii.com/aeo/brands/material-take-off
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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