Real ChatGPT answer · index seedgLOVyAaZtSscompleteEducation · college degreescomparison

Is a computer science degree from our state university actually cheaper overall than getting an online bootcamp certificate once you factor in Pell Grant eligibility rules?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is a computer science degree from our state university actually cheaper overall than getting an online bootcamp certificate once you factor in Pell Grant eligibility rules?
2 real searches · 1 real-search pass
2026-27 Federal Pell Grant maximum award eligibility rules Workforce Pell short-term programs effective July 1 2026 Department of EducationGoogle ↗
OBSERVEDShort fact
California public university computer science undergraduate tuition fees 2026-27 CSU Sacramento tuitionGoogle ↗
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 (2)
Short fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
2026-27 Federal Pell Grant maximum award eligibility rules Workforce Pell short-term programs effective July 1 2026 Department of Education Google ↗
California public university computer science undergraduate tuition fees 2026-27 CSU Sacramento tuition Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026-27 Federal Pell Grant maximum award eligibility rules Workforce Pell short-term programs effective July 1 2026 Department of Education
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
California public university computer science undergraduate tuition fees 2026-27 CSU Sacramento tuition
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1