What are the biggest red flags to look out for when researching coding bootcamps on review sites like Course Report?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the biggest red flags to look out for when researching coding bootcamps on review sites like Course Report?
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
coding bootcamp reviews red flags job placement statistics outcomes reporting FTC consumer advice reviews Google ↗
coding bootcamp outcomes report methodology graduates job placement rate exclusions independent audit Google ↗
- 2018 Coding Bootcamp Alumni Outcomes & Demographics Report · coursereport.com
- 2020 Coding Bootcamp Alumni Outcomes & Demographics Report · coursereport.com
- Explore school outcomes data · cirr.org
- CIRR: Standardized Job Placement Data from Coding Bootcamps · coursereport.com
- How to Choose a Coding Bootcamp Using Outcomes Data · classcentral.com
- Course Report · coursereport.com
- SwitchUp · switchup.org
- Reddit: r/codingbootcamp · reddit.com
- LinkedIn · linkedin.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
coding bootcamp reviews red flags job placement statistics outcomes reporting FTC consumer advice reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
coding bootcamp outcomes report methodology graduates job placement rate exclusions independent audit OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |