Audit in Progress
“Which CNC machining suppliers in Germany can deliver aerospace-grade aluminium parts in small batches?”
Named instead: Hoffmann Zerspanung, Kessler CNC, MetalPart Solutions
Audit in Progress·nordwerk-precision.com
Reading Your Website…
We are identifying your business so we can ask AI engines the questions your buyers actually ask.
Site IdentifiedNot you? Correct it
Nordwerk PrecisionCNC machining supplier, Germany
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Reading the SiteWho you are, what you sell, where you sell it
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Writing Buyer Questions12 questions a sourcing manager would ask
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Querying AI EnginesChatGPT, Perplexity and Gemini, one answer each0/12
First Answers Coming In
0 Answers So Far
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AI Visibility Audit·nordwerk-precision.com
Hi, Nordwerk
Let’s See If AI Names You.
Measured on September 19, 2026 · 12 Buyer Questions · 3 AI Engines
Your Results Are Still Available.
This site was already measured a few days ago, so here are those results without querying AI engines again.
Low Visibility
When AI Answers
You are Cited
We asked AI engines the 12 questions your buyers ask before choosing a supplier. On 10 of them, you don’t exist — two or three competitors are named instead.
2/12
Questions
By AI Engine
ChatGPTCites you on 1 question
1/12
PerplexityCites you on 2 questions
2/12
Google GeminiNever cites you
0/12
Measured through each model’s official API, one answer per question per engine.
10
Questions Lost to Competitors
8/12
Your Top Competitor’s Score
16
Suppliers Named Instead of You
12 Questions. Who Gets Named?
We asked 12 real buyer questions. For each one, here is whether AI engines cite you — and who they name instead.
“Best precision machining partner for medical device components in Europe?”
Named instead: Hoffmann Zerspanung, Brandt Präzision
“Nordwerk Precision reviews and lead times”
You are cited — but only when buyers already search for you by name.
“Who can machine titanium Ti-6Al-4V to ±0.01 mm tolerances with ISO 9001 certification?”
Named instead: Kessler CNC, Werkmann Technik, Hoffmann Zerspanung
“Reliable alternative to Chinese CNC suppliers for prototype runs under 500 pieces”
Named instead: MetalPart Solutions, Protolab EU
“5-axis machining shops in Baden-Württemberg that accept export orders”
You are cited, alongside Kessler CNC and Hoffmann Zerspanung.
“How much does CNC machining cost per part in Germany compared to Poland?”
Named instead: MetalPart Solutions, Xometry
“Which machining suppliers offer first article inspection reports (FAIR) to AS9102?”
Named instead: Hoffmann Zerspanung, Brandt Präzision, Kessler CNC
“Contract manufacturer for stainless steel hydraulic fittings, EU-based”
No specific supplier named — the spot is up for grabs.
“Fastest turnaround CNC turning service for automotive prototypes”
Named instead: Protolab EU, Kessler CNC
“German suppliers of precision components for semiconductor equipment”
Named instead: Brandt Präzision, Werkmann Technik
“How do I qualify a new machining supplier? Which companies pass audits easily?”
Named instead: Hoffmann Zerspanung
Get the Full Report as a PDF
Your score, the suppliers AI names instead of you, and your 3 biggest missed opportunities, in a short PDF.
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Who AI Recommends
The suppliers AI engines recommend most often when your buyers ask.
Most Cited Suppliers
- 01Hoffmann Zerspanung8/12
- 02Kessler CNC7/12
- 03MetalPart Solutions5/12
- 04Brandt Präzision4/12
- 14Nordwerk Precision2/12
Your Most Visible Competitor
Hoffmann Zerspanung hoffmann-cnc.de
Cited on 8 of 12 questions. Every week, buyers who ask AI for a supplier hear their name — not yours.
Hoffmann8/12
You2/12
Validated by a specialistTurn 18 Gaps Into Citations.
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Cited Within 90 Days, Or Your Money Back
* If, after 90 days on Autopilot, AI engines haven’t cited you on a single one of your target questions, we refund everything you paid for Autopilot (the full annual payment on an annual plan). Conditions in Article 9 of our Terms.
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