AI Visibility Scorecard
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 2 times
Claude
#1,309,348 of 2,704,659 in Technology for AI visibility
6
AI Naming Predictability
iRarely named · 6/100
Technology average 28
Top 86% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →70
Muse Index Score
iAI agent readiness
Transactable · 70/100
Technology average 17
See what's behind this score →17
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 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a sitemap.
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.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, 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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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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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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