Real ChatGPT answer · index seedzjIgJjRP7JscompleteEducation · coding bootcampslocal

What is the current Lambda School refund policy and did their recent restructuring affect how local Kansas City students handle their tuition repayment terms?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the current Lambda School refund policy and did their recent restructuring affect how local Kansas City students handle their tuition repayment terms?
2 real searches · 1 real-search pass
Lambda School BloomTech current refund policy 2026 restructuring tuition repayment terms students Kansas City MissouriGoogle ↗
OBSERVEDConsequence
BloomTech Lambda School restructuring 2025 2026 income share agreements student repayment policy refundGoogle ↗
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
Lambda School BloomTech current refund policy 2026 restructuring tuition repayment terms students Kansas City Missouri Google ↗
BloomTech Lambda School restructuring 2025 2026 income share agreements student repayment policy refund Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lambda School BloomTech current refund policy 2026 restructuring tuition repayment terms students Kansas City Missouri
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
BloomTech Lambda School restructuring 2025 2026 income share agreements student repayment policy refund
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1