Real ChatGPT answer · index seedSrpIT1Vxr84completeEducation · graduate schoolcomparison

What are the main differences between ProQuest and Institutional Repositories for submitting my dissertation and which one do employers actually look at

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main differences between ProQuest and Institutional Repositories for submitting my dissertation and which one do employers actually look at
2 real searches · 1 real-search pass
ProQuest dissertations theses official submission publishing options institutional repository university dissertation deposit comparison employers hiring dissertation searchGoogle ↗
OBSERVEDComparison
university institutional repository dissertations ProQuest submission open access embargo official graduate school policyGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
ProQuest dissertations theses official submission publishing options institutional repository university dissertation deposit comparison employers hiring dissertation search Google ↗
university institutional repository dissertations ProQuest submission open access embargo official graduate school policy Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ProQuest dissertations theses official submission publishing options institutional repository university dissertation deposit comparison employers hiring dissertation search
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
university institutional repository dissertations ProQuest submission open access embargo official graduate school policy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1