I need honest reviews of First Aid for the USMLE Step 1 combined with Sketchy Medical because I am behind on my schedule and need to know what to cut today
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need honest reviews of First Aid for the USMLE Step 1 combined with Sketchy Medical because I am behind on my schedule and need to know what to cut today
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
Reddit honest review First Aid for the USMLE Step 1 Sketchy Medical combination how to use behind schedule what to prioritize Google ↗
First Aid USMLE Step 1 2025 2026 edition Sketchy Medical review students overlap Google ↗
- Step 1 Survival Guide 25/26 Edition · umassmed.edu
- USMLE (Step 1 and 2) Registration · bcm.edu
- I passed , here’s my experience · reddit.com
- USMD Pass Write-Up · reddit.com
- Step 1 preparation · reddit.com
- Unconventional prep: Passed Step 1 using ONLY Bootcamp + Sketchy + UW primarily. Did NOT use First Aid AT ALL. · reddit.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Reddit honest review First Aid for the USMLE Step 1 Sketchy Medical combination how to use behind schedule what to prioritize OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
First Aid USMLE Step 1 2025 2026 edition Sketchy Medical review students overlap OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |