Real ChatGPT answer · index seedSOtuewBvrIAcompleteEducation · test prepcomparison

Which is better for budget-conscious students wanting a National Merit scholarship, the official PSAT guide or an independent publisher like McGraw Hill?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which is better for budget-conscious students wanting a National Merit scholarship, the official PSAT guide or an independent publisher like McGraw Hill?
1 real search · 1 real-search pass
College Board official PSAT NMSQT practice materials National Merit Scholarship qualifying score selection index 2026Google ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
College Board official PSAT NMSQT practice materials National Merit Scholarship qualifying score selection index 2026 Google ↗
  1. National Merit Scholarship Corporation · nationalmerit.org
  2. National Merit Scholarship Corporation · nationalmerit.org
  3. PSAT/NMSQT Student Guide · satsuite.collegeboard.org
  4. College Board Bluebook · bluebook.collegeboard.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
College Board official PSAT NMSQT practice materials National Merit Scholarship qualifying score selection index 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1