I have heard that coding bootcamp job placement rates are sometimes exaggerated, so what current metrics should I look at to judge if a school is legitimate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I have heard that coding bootcamp job placement rates are sometimes exaggerated, so what current metrics should I look at to judge if a school is legitimate?
3 real searches · 1 real-search pass
2026 coding bootcamp job placement outcomes reporting CIRR standards audited employment rate methodologyGoogle ↗
OBSERVEDConsequence
Council on Integrity in Results Reporting CIRR standards bootcamp outcomes employment definitions 2025Google ↗
OBSERVEDDefinition
FTC coding bootcamp job placement claims consumer advice 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)
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
2026 coding bootcamp job placement outcomes reporting CIRR standards audited employment rate methodology Google ↗
Council on Integrity in Results Reporting CIRR standards bootcamp outcomes employment definitions 2025 Google ↗
FTC coding bootcamp job placement claims consumer advice outcomes data Google ↗
- CFPB Takes Action Against Coding Boot Camp BloomTech and CEO Austen Allred for Deceiving Students and Hiding Loan Costs · consumerfinance.gov
- Visit College Scorecard · collegescorecard.ed.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 coding bootcamp job placement outcomes reporting CIRR standards audited employment rate methodology OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Council on Integrity in Results Reporting CIRR standards bootcamp outcomes employment definitions 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
FTC coding bootcamp job placement claims consumer advice outcomes data OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |