AI Visibility Scorecard
VDF VOGTLAND Federntechnik GmbH
vdf-federn.com · Finance & Insurance
Borderline visible. AI bots can crawl VDF VOGTLAND Federntechnik GmbH, 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
#389,970 of 791,573 in Finance & Insurance for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Finance & Insurance average 12
Top 61% of Finance & Insurance
See what's behind this score →3.8
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Finance & Insurance average 1. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Finance & Insurance average 16
See what's behind this score →0
About VDF VOGTLAND Federntechnik GmbH
from our crawl and measurement
VDF is a Hagen, Hohenlimburg business whose own site puts it this way: "Seit unserer Gründung 1908 in VOGTLAND sind wir auf technische Federn spezialisiert und bieten unseren Kunden umfassende Lösungen an." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (WebPage, LocalBusiness, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- VDF VOGTLAND Federntechnik GmbH
- Website ·
- vdf-federn.com
- Industry ·
- Finance & Insurance
- Location ·
- Hagen, Hohenlimburg
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 10, 2026
The 6 on-page 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
Weak
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.
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
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 read your site and name it in answers. At 3.8/10, VDF VOGTLAND Federntechnik GmbH is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for VDF VOGTLAND Federntechnik GmbH
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vdf-federn
Cite this score: Engagemii (2026). "AEO Score for VDF VOGTLAND Federntechnik GmbH." Retrieved from https://engagemii.com/aeo/brands/vdf-federn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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