Real ChatGPT answer · index seed88FUVpz8HKscompleteEducation · coding bootcampscomparison

Thinking about enrolling in Lambda School, which is now BloomTech, versus Flatiron School, but I keep reading mixed reviews online about their income share agreements lately.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Thinking about enrolling in Lambda School, which is now BloomTech, versus Flatiron School, but I keep reading mixed reviews online about their income share agreements lately.
3 real searches · 1 real-search pass
BloomTech Lambda School income share agreement current 2026 lawsuit settlement regulatory status student complaintsGoogle ↗
OBSERVEDConsequence
Flatiron School income share agreement current terms 2026 student complaints financingGoogle ↗
OBSERVEDConsequence
BloomTech Flatiron School ISA comparison consumer protection CFPB FTC lawsuitsGoogle ↗
OBSERVEDComparison

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 / navigationalComparison33%Consequence67%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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 Lambda School income share agreement current 2026 lawsuit settlement regulatory status student complaints Google ↗
Flatiron School income share agreement current terms 2026 student complaints financing Google ↗
BloomTech Flatiron School ISA comparison consumer protection CFPB FTC lawsuits Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
BloomTech Lambda School income share agreement current 2026 lawsuit settlement regulatory status student complaints
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Flatiron School income share agreement current terms 2026 student complaints financing
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
BloomTech Flatiron School ISA comparison consumer protection CFPB FTC lawsuits
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1