Real ChatGPT answer · index seedkbBo5R0OPxUcompleteEducation · language learninghowto

What minimum CEFR score do selective universities in Paris mandate for international students applying directly to their master programs in literature?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What minimum CEFR score do selective universities in Paris mandate for international students applying directly to their master programs in literature?
4 real searches · 1 real-search pass
Paris universities master's literature international applicants French language requirement CEFR B2 C1 Sorbonne Université master lettresGoogle ↗
OBSERVEDInstruction
site:sorbonne-universite.fr master lettres niveau français B2 C1 étudiants internationauxGoogle ↗
OBSERVEDOther / navigational
site: u-paris.fr master lettres niveau français B2 C1 candidature internationaleGoogle ↗
OBSERVEDOther / navigational
site:parisnanterre.fr master littérature niveau français B2 C1 étudiants étrangersGoogle ↗
OBSERVEDOther / navigational

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 (4)
Short factOther / navigational75%ComparisonConsequenceReasonDefinitionInstruction25%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Paris universities master's literature international applicants French language requirement CEFR B2 C1 Sorbonne Université master lettres Google ↗
site:sorbonne-universite.fr master lettres niveau français B2 C1 étudiants internationaux Google ↗
site: u-paris.fr master lettres niveau français B2 C1 candidature internationale Google ↗
site:parisnanterre.fr master littérature niveau français B2 C1 étudiants étrangers Google ↗
  1. Étudiants non européens · lettres.sorbonne-universite.fr
  2. Venir étudier à la Faculté des Lettres · lettres.sorbonne-universite.fr
  3. Université Sorbonne Nouvelle - Paris 3 - Master <BR>Mention Lettres / Mention Lettres & Humanités · sorbonne-nouvelle.fr
  4. Université Sorbonne Nouvelle - Paris 3 · sorbonne-nouvelle.fr
  5. Free Movers: application · university.parisnanterre.fr
  6. S'inscrire à une formation : candidater · etudiants.parisnanterre.fr

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Paris universities master's literature international applicants French language requirement CEFR B2 C1 Sorbonne Université master lettres
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
site:sorbonne-universite.fr master lettres niveau français B2 C1 étudiants internationaux
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site: u-paris.fr master lettres niveau français B2 C1 candidature internationale
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:parisnanterre.fr master littérature niveau français B2 C1 étudiants étrangers
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1