Real ChatGPT answer · index seednQLyS5hrEIscompleteEducation · coding bootcampsbrand

What are the main financial complaints people make on Trustpilot about the Lambda School or BloomTech tuition refund process?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main financial complaints people make on Trustpilot about the Lambda School or BloomTech tuition refund process?
2 real searches · 1 real-search pass
Trustpilot Lambda School BloomTech tuition refund complaints refund process reviewsGoogle ↗
OBSERVEDReason
Trustpilot BloomTech Lambda School ISA refund tuition withdrawal complaintsGoogle ↗
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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Trustpilot Lambda School BloomTech tuition refund complaints refund process reviews Google ↗
Trustpilot BloomTech Lambda School ISA refund tuition withdrawal complaints Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Trustpilot Lambda School BloomTech tuition refund complaints refund process reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Trustpilot BloomTech Lambda School ISA refund tuition withdrawal complaints
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1