Real ChatGPT answer · index seedoRBLuzOxQgwcompleteRetail and ecommerce · luxury goodsinformational

What is the best way to clean a vintage Montblanc fountain pen nib without damaging the gold, and does the company still replace parts for older models?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to clean a vintage Montblanc fountain pen nib without damaging the gold, and does the company still replace parts for older models?
2 real searches · 1 real-search pass
Montblanc official service repair older vintage fountain pens spare parts availability nib replacementGoogle ↗
OBSERVEDOther / navigational
Montblanc official fountain pen care cleaning nib water instructions vintage pensGoogle ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Montblanc official service repair older vintage fountain pens spare parts availability nib replacement Google ↗
Montblanc official fountain pen care cleaning nib water instructions vintage pens Google ↗
  1. fast-qua.montblanc.com · fast-qua.montblanc.com
  2. montblanc.com · montblanc.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Montblanc official service repair older vintage fountain pens spare parts availability nib replacement
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Montblanc official fountain pen care cleaning nib water instructions vintage pens
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1