Real ChatGPT answer · index seedUUfjG2bZXTIcompleteEducation · coding bootcampscommercial

Help me figure out if I should accept an income share agreement from Lambda School or General Assembly given my current lack of income.

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Help me figure out if I should accept an income share agreement from Lambda School or General Assembly given my current lack of income.
4 real searches · 1 real-search pass
Lambda School BloomTech income share agreement current terms repayment cap minimum income threshold 2026Google ↗
OBSERVEDConsequence
General Assembly income share agreement current terms ISA tuition repayment terms 2026Google ↗
OBSERVEDConsequence
CFPB income share agreements consumer risks education financing income threshold repayment capGoogle ↗
OBSERVEDReason
Lambda School General Assembly bootcamp outcomes job placement independent reviews 2025 2026Google ↗
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 (4)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Lambda School BloomTech income share agreement current terms repayment cap minimum income threshold 2026 Google ↗
General Assembly income share agreement current terms ISA tuition repayment terms 2026 Google ↗
CFPB income share agreements consumer risks education financing income threshold repayment cap Google ↗
Lambda School General Assembly bootcamp outcomes job placement independent reviews 2025 2026 Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lambda School BloomTech income share agreement current terms repayment cap minimum income threshold 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
General Assembly income share agreement current terms ISA tuition repayment terms 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
CFPB income share agreements consumer risks education financing income threshold repayment cap
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Lambda School General Assembly bootcamp outcomes job placement independent reviews 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1