Real ChatGPT answer · index seed2YRj3N3lXg8completeEducation · coding bootcampsinformational

Can you evaluate the current ROI and placement statistics of income share agreements versus upfront cash payments for the latest cohort of Flatiron School?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you evaluate the current ROI and placement statistics of income share agreements versus upfront cash payments for the latest cohort of Flatiron School?
2 real searches · 1 real-search pass
Flatiron School latest outcomes report cohort job placement rate 2025 2026 ISA upfront tuition outcomesGoogle ↗
OBSERVEDConsequence
Flatiron School income share agreement ISA terms outcomes placement statistics cohort report tuition upfront cashGoogle ↗
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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
Flatiron School latest outcomes report cohort job placement rate 2025 2026 ISA upfront tuition outcomes Google ↗
Flatiron School income share agreement ISA terms outcomes placement statistics cohort report tuition upfront cash Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Flatiron School latest outcomes report cohort job placement rate 2025 2026 ISA upfront tuition outcomes
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Flatiron School income share agreement ISA terms outcomes placement statistics cohort report tuition upfront cash
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1