Real ChatGPT answer · index seedARJQiiUFv54completeEducation · financial aid and scholarshipscomparison

Compare the total estimated cost of attendance for an engineering major at Georgia Tech versus Auburn University including hidden fees and travel expenses.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the total estimated cost of attendance for an engineering major at Georgia Tech versus Auburn University including hidden fees and travel expenses.
3 real searches · 1 real-search pass
Georgia Tech 2026-2027 cost of attendance undergraduate tuition fees housing meals books personal expenses officialGoogle ↗
OBSERVEDShort fact
Auburn University 2026-2027 undergraduate cost of attendance tuition fees housing food books transportation officialGoogle ↗
OBSERVEDShort fact
Georgia Tech Auburn engineering undergraduate mandatory fees differential tuition engineering 2025-2026Google ↗
OBSERVEDShort fact

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 (3)
Short fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Georgia Tech 2026-2027 cost of attendance undergraduate tuition fees housing meals books personal expenses official Google ↗
Auburn University 2026-2027 undergraduate cost of attendance tuition fees housing food books transportation official Google ↗
Georgia Tech Auburn engineering undergraduate mandatory fees differential tuition engineering 2025-2026 Google ↗
  1. finaid.gatech.edu · finaid.gatech.edu
  2. Cost and Affordability · auburn.edu

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Georgia Tech 2026-2027 cost of attendance undergraduate tuition fees housing meals books personal expenses official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Auburn University 2026-2027 undergraduate cost of attendance tuition fees housing food books transportation official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Georgia Tech Auburn engineering undergraduate mandatory fees differential tuition engineering 2025-2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1