AI Visibility Scorecard
MBF HOUSE
mbfhouse.com · Home & Living
Borderline visible. AI bots can crawl MBF HOUSE, 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
#1,144,954 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About MBF HOUSE
from our crawl and measurement
Timber Frame and Modular Homes -MBF HOUSE is a business whose own site puts it this way: "MBF House offers high-quality timber frame and modular homes, we design, manufacture, and deliver them throughout Latvia and Europe." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
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 3.5/10, MBF HOUSE is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose a Timber Frame or Modular Home?
Timber frame and modular homes are energy-efficient, quick to assemble, and adaptable to any lifestyle. Built to last for decades, they comply with European construction standards.
Is this your brand?
The exact fixes for MBF HOUSE
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbfhouse
Cite this score: Engagemii (2026). "AEO Score for MBF HOUSE." Retrieved from https://engagemii.com/aeo/brands/mbfhouse
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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