Real ChatGPT answer · index seedaVGBIBNkBywcompleteEducation · graduate schoolcomparison

I have my PhD qualifying exams in three weeks and I am panicking, so can you compare the study support at Berkeley versus UCLA for engineering candidates?

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

The searches the AI actually ran for this prompt.

SEED QUERY
I have my PhD qualifying exams in three weeks and I am panicking, so can you compare the study support at Berkeley versus UCLA for engineering candidates?
4 real searches · 1 real-search pass
UC Berkeley engineering PhD qualifying exam preparation graduate student support tutoring writing center study groups faculty advising officialGoogle ↗
OBSERVEDDefinition
UCLA Samueli engineering PhD qualifying exam preparation graduate student support tutoring writing center study groups faculty advising officialGoogle ↗
OBSERVEDInstruction
UC Berkeley Graduate Division graduate student academic support counseling writing resources engineering PhDGoogle ↗
OBSERVEDReason
UCLA Graduate Division graduate student academic support counseling writing resources engineering PhDGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason50%Definition25%Instruction25%Yes / no

Classes come from the query-classifier (a local Laya model). 4 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
UC Berkeley engineering PhD qualifying exam preparation graduate student support tutoring writing center study groups faculty advising official Google ↗
UCLA Samueli engineering PhD qualifying exam preparation graduate student support tutoring writing center study groups faculty advising official Google ↗
UC Berkeley Graduate Division graduate student academic support counseling writing resources engineering PhD Google ↗
UCLA Graduate Division graduate student academic support counseling writing resources engineering PhD Google ↗
  1. Resource Guide · grad.berkeley.edu
  2. Writing and Communication · grad.berkeley.edu
  3. Students · engineering.berkeley.edu
  4. Ph.D. Qualifying Examination · eecs.berkeley.edu
  5. New Students’ Orientation Handbook · grad.ucla.edu
  6. Academic Case Management · grad.ucla.edu
  7. Resources for Finding & Applying for Fellowships · grad.ucla.edu
  8. Graduate Student Procedures · ee.ucla.edu

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
UC Berkeley engineering PhD qualifying exam preparation graduate student support tutoring writing center study groups faculty advising official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
UCLA Samueli engineering PhD qualifying exam preparation graduate student support tutoring writing center study groups faculty advising official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
UC Berkeley Graduate Division graduate student academic support counseling writing resources engineering PhD
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
UCLA Graduate Division graduate student academic support counseling writing resources engineering PhD
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1