Real ChatGPT answer · index seedms6xVL3xKYAcompleteEducation · coding bootcampsinformational

What is the status of the Lambda School refund policy and is my business eligible for any corporate training tax credits instead?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the status of the Lambda School refund policy and is my business eligible for any corporate training tax credits instead?
3 real searches · 1 real-search pass
Lambda School BloomTech refund policy current 2026 tuition refund terms income share agreement refundGoogle ↗
OBSERVEDConsequence
IRS employer educational assistance program Section 127 2026 tax-free employee benefits $5250 business training deduction Section 162Google ↗
OBSERVEDInstruction
Virginia employer workforce training tax credits grants business employee training 2026Google ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequence33%ReasonDefinitionInstruction67%Yes / no

Classes come from the query-classifier (a local Laya model). 3 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
Lambda School BloomTech refund policy current 2026 tuition refund terms income share agreement refund Google ↗
IRS employer educational assistance program Section 127 2026 tax-free employee benefits $5250 business training deduction Section 162 Google ↗
Virginia employer workforce training tax credits grants business employee training 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lambda School BloomTech refund policy current 2026 tuition refund terms income share agreement refund
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
IRS employer educational assistance program Section 127 2026 tax-free employee benefits $5250 business training deduction Section 162
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Virginia employer workforce training tax credits grants business employee training 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1