My husband and I are debating whether Flatiron School or App Academy is safer for someone with no prior tech background.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband and I are debating whether Flatiron School or App Academy is safer for someone with no prior tech background.
3 real searches · 1 real-search pass
Flatiron School software engineering bootcamp 2026 tuition outcomes beginner support refund policyGoogle ↗
OBSERVEDConsequence
App Academy software engineering bootcamp 2026 tuition outcomes beginner support refund policyGoogle ↗
OBSERVEDConsequence
Flatiron School App Academy student reviews beginner experience job placement outcomes 2025 2026Google ↗
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 (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
Flatiron School software engineering bootcamp 2026 tuition outcomes beginner support refund policy Google ↗
App Academy software engineering bootcamp 2026 tuition outcomes beginner support refund policy Google ↗
Flatiron School App Academy student reviews beginner experience job placement outcomes 2025 2026 Google ↗
- Flatiron School · flatironschool.com
- Flatiron School · flatironschool.com
- FAQs · appacademy.io
- Elevate Your Skills with App Academy at Coding Temple · appacademy.io
- Does Flatiron offer Job Placement? · faq.flatironschool.com
- its website · appacademy.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Flatiron School software engineering bootcamp 2026 tuition outcomes beginner support refund policy OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
App Academy software engineering bootcamp 2026 tuition outcomes beginner support refund policy OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Flatiron School App Academy student reviews beginner experience job placement outcomes 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |