Real ChatGPT answer · index seedMZhTc3Q6B0ccompleteCareers and HR · job searchcommercial

How do USAJOBS applicant ratings actually work for recent graduates applying under the federal hiring paths, and what makes a federal resume stand out?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do USAJOBS applicant ratings actually work for recent graduates applying under the federal hiring paths, and what makes a federal resume stand out?
3 real searches · 1 real-search pass
OPM federal hiring category rating applicant qualifications quality categories veterans preference officialGoogle ↗
OBSERVEDOther / navigational
USAJOBS recent graduates program eligibility 2 years degree within 2 years officialGoogle ↗
OBSERVEDOther / navigational
USAJOBS federal resume what to include hours per week dates salary supervisor official resume guideGoogle ↗
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)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

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
OPM federal hiring category rating applicant qualifications quality categories veterans preference official Google ↗
USAJOBS recent graduates program eligibility 2 years degree within 2 years official Google ↗
USAJOBS federal resume what to include hours per week dates salary supervisor official resume guide Google ↗
  1. USAJOBS · usajobs.gov
  2. Students & Recent Graduates · opm.gov
  3. Guidelines · atphelp.opm.gov
  4. What is the difference between eligibility and qualifications? · usajobshelp.opm.gov
  5. USAJOBS Help Center · help.usajobs.gov
  6. How do I write a resume for a federal job? · usajobshelp.opm.gov
  7. Section 4: Resume Tips · nist.gov
  8. Writing a Federal Resume · hr.nih.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OPM federal hiring category rating applicant qualifications quality categories veterans preference official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
USAJOBS recent graduates program eligibility 2 years degree within 2 years official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
USAJOBS federal resume what to include hours per week dates salary supervisor official resume guide
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1