Real ChatGPT answer · index seedya1xBzIDe0YcompleteEducation · coding bootcampscommercial

Can you compare the student outcomes and total out of pocket costs for Lambda School under its new name versus Springboard and General Assembly

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the student outcomes and total out of pocket costs for Lambda School under its new name versus Springboard and General Assembly
3 real searches · 1 real-search pass
BloomTech formerly Lambda School current tuition outcomes job placement 2026 income share agreement lawsuit closureGoogle ↗
OBSERVEDConsequence
Springboard career outcomes report tuition software engineering bootcamp 2025 job placement costGoogle ↗
OBSERVEDConsequence
General Assembly outcomes report tuition software engineering bootcamp 2025 job placement costGoogle ↗
OBSERVEDConsequence

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 (3)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
BloomTech formerly Lambda School current tuition outcomes job placement 2026 income share agreement lawsuit closure Google ↗
Springboard career outcomes report tuition software engineering bootcamp 2025 job placement cost Google ↗
General Assembly outcomes report tuition software engineering bootcamp 2025 job placement cost Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
BloomTech formerly Lambda School current tuition outcomes job placement 2026 income share agreement lawsuit closure
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Springboard career outcomes report tuition software engineering bootcamp 2025 job placement cost
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
General Assembly outcomes report tuition software engineering bootcamp 2025 job placement cost
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1