What are the best resources for recent college graduates to learn how to read their first employee benefits statement and understand deductions
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best resources for recent college graduates to learn how to read their first employee benefits statement and understand deductions
3 real searches · 1 real-search pass
beginner guide understanding pay stub deductions pre-tax post-tax benefits paycheck official US Department of Labor IRSGoogle ↗
OBSERVEDInstruction
employee benefits statement explanation health insurance retirement deductions new employees educational resourcesGoogle ↗
OBSERVEDReason
MyMoney.gov paycheck pay stub taxes deductions financial literacy young adultsGoogle ↗
OBSERVEDOther / navigational
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
beginner guide understanding pay stub deductions pre-tax post-tax benefits paycheck official US Department of Labor IRS Google ↗
employee benefits statement explanation health insurance retirement deductions new employees educational resources Google ↗
MyMoney.gov paycheck pay stub taxes deductions financial literacy young adults Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
beginner guide understanding pay stub deductions pre-tax post-tax benefits paycheck official US Department of Labor IRS OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
employee benefits statement explanation health insurance retirement deductions new employees educational resources OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
MyMoney.gov paycheck pay stub taxes deductions financial literacy young adults OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |