Where can I find independent audits of coding bootcamp graduation success rates that are not sponsored or published by the schools themselves?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find independent audits of coding bootcamp graduation success rates that are not sponsored or published by the schools themselves?
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 2 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
independent audited coding bootcamp outcomes graduation rates CIRR third party audit reports status 2026 Google ↗
coding bootcamp outcomes data independent government audits graduation employment completion rates state regulators Google ↗
- Council on Integrity in Results Reporting (CIRR) · cirr.org
- Make Informed Decisions About Bootcamps · cirr.org
- CIRR Reporting Standards | Setting the Benchmark for Tech Education Transparency · cirr.org
- 2023-106 University of California · auditor.ca.gov
- How to Choose a Coding Bootcamp Using Outcomes Data · classcentral.com
- Bureau for Private Postsecondary Education · bppe.ca.gov
- Commission for Independent Education · fldoe.org
- CIRR and Bootcamps · switchup.org
- CIRR: Standardized Job Placement Data from Coding Bootcamps · coursereport.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
independent audited coding bootcamp outcomes graduation rates CIRR third party audit reports status 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
coding bootcamp outcomes data independent government audits graduation employment completion rates state regulators OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |