I need to know if bringing an older Montblanc fountain pen for repairs to an authorized boutique is usually more cost effective than using an independent nib specialist.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to know if bringing an older Montblanc fountain pen for repairs to an authorized boutique is usually more cost effective than using an independent nib specialist.
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 2 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 fountain pen repair service vintage pen repair service prices nib replacement Google ↗
independent Montblanc fountain pen repair nib specialist pricing repair vintage Google ↗
- fast-qua.montblanc.com · fast-qua.montblanc.com
- Montblanc Authorized Repair Services · myjewelryrepair.com
- Montblanc Fountain Pen General Repair Service · gcmurphy.com
- Nib Services · indypendance.com
- Repairs · ink-pen.com
- montblanc.com · montblanc.com
- fast-qua.montblanc.com · fast-qua.montblanc.com
- Montblanc Repair Services · montblanc.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Montblanc official fountain pen repair service vintage pen repair service prices nib replacement OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
independent Montblanc fountain pen repair nib specialist pricing repair vintage OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |