AI Visibility Scorecard
FREIFORM Schreinerei Möbel + Raum
freiform.de · Government & Public Sector
At 1.67/10, FREIFORM Schreinerei Möbel + Raum is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 50% in Government & Public Sector for AI visibility
6
AI Naming Predictability
iRarely named · 6/100
Government & Public Sector average 14
Top 56% of Government & Public Sector
See what's behind this score →1.67
AEO Visibility
iNear-invisible · 1.67/10
Government & Public Sector average 1.6
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Government & Public Sector average 2. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Transactable · 40/100
Government & Public Sector average 10
See what's behind this score →0
About FREIFORM Schreinerei Möbel + Raum
from our crawl and measurement
"Als Schreinerei im Saarland sind wir Dein Partner für anspruchsvolle Möbelprojekte in deinem Zuhause. Für unsere regionalen Kunden sind wir in der Gemeinde Nohfelden, Landkreis St." That is how FREIFORM Schreinerei Möbel + Raum introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.67 out of 10.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- FREIFORM Schreinerei Möbel + Raum
- Website ·
- freiform.de
- Industry ·
- Government & Public Sector
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.67/10, FREIFORM Schreinerei Möbel + Raum is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for FREIFORM Schreinerei Möbel + Raum.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/freiform-de
Cite this score: Engagemii (2026). "AEO Score for FREIFORM Schreinerei Möbel + Raum." Retrieved from https://engagemii.com/aeo/brands/freiform-de
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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