Real ChatGPT answer · index seedYo5MXVHUWbMcompleteEducation · test prepcommercial

Which USMLE Step 1 review books and video subscriptions are considered mandatory for passing on the first attempt this season

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which USMLE Step 1 review books and video subscriptions are considered mandatory for passing on the first attempt this season
1 real search · 1 real-search pass
USMLE Step 1 2026 recommended resources First Aid UWorld Pathoma Boards and Beyond Sketchy current student recommendationsGoogle ↗
OBSERVEDInstruction

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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
USMLE Step 1 2026 recommended resources First Aid UWorld Pathoma Boards and Beyond Sketchy current student recommendations Google ↗
  1. Official website · boardsbeyond.com
  2. Official website · pathoma.com
  3. Official website · sketchy.com
  4. Official website · pixorize.com
  5. Step 1 Survival Guide 25/26 Edition · umassmed.edu

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
USMLE Step 1 2026 recommended resources First Aid UWorld Pathoma Boards and Beyond Sketchy current student recommendations
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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