Real ChatGPT answer · index seedw00gIDHli5IcompleteEducation · coding bootcampsbrand

Are bootcamp placement rates reported by Thinkful independently audited, and what percentage of those jobs are actually full-time W2 positions versus contract roles?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are bootcamp placement rates reported by Thinkful independently audited, and what percentage of those jobs are actually full-time W2 positions versus contract roles?
3 real searches · 1 real-search pass
Thinkful job placement rate independently audited third party audit CIRR outcomes report W2 contract percentageGoogle ↗
OBSERVEDReason
Thinkful outcomes report employment full-time W2 contract jobs placement rate methodology auditedGoogle ↗
OBSERVEDReason
Thinkful bootcamp placement rate lawsuit FTC job placement claims outcomes dataGoogle ↗
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 / navigationalComparisonConsequence33%Reason67%DefinitionInstructionYes / 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
Thinkful job placement rate independently audited third party audit CIRR outcomes report W2 contract percentage Google ↗
Thinkful outcomes report employment full-time W2 contract jobs placement rate methodology audited Google ↗
Thinkful bootcamp placement rate lawsuit FTC job placement claims outcomes data Google ↗
  1. Microsoft Word · assets.ctfassets.net
  2. THINKFUL, INC. · assets.ctfassets.net

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Thinkful job placement rate independently audited third party audit CIRR outcomes report W2 contract percentage
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Thinkful outcomes report employment full-time W2 contract jobs placement rate methodology audited
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Thinkful bootcamp placement rate lawsuit FTC job placement claims outcomes data
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1