Real ChatGPT answer · index seedkQbdCfC5ZbkcompleteEducation · test prepcomparison

Compare the cost, study hours required, and career ROI for an employee taking the ASVAB versus the GRE if our small logistics firm is bidding on government contracts.

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the cost, study hours required, and career ROI for an employee taking the ASVAB versus the GRE if our small logistics firm is bidding on government contracts.
4 real searches · 1 real-search pass
ASVAB cost free military entrance test official ASVAB program recruiter MEPS costGoogle ↗
OBSERVEDComparison
GRE General Test fee United States 2026 ETS officialGoogle ↗
OBSERVEDOther / navigational
GRE preparation study hours recommended ETS no required study timeGoogle ↗
OBSERVEDInstruction
SAM.gov federal contractor registration requirements small business government contracts past performance certifications official SBAGoogle ↗
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 (4)
Short factOther / navigational25%Comparison25%ConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
ASVAB cost free military entrance test official ASVAB program recruiter MEPS cost Google ↗
GRE General Test fee United States 2026 ETS official Google ↗
GRE preparation study hours recommended ETS no required study time Google ↗
SAM.gov federal contractor registration requirements small business government contracts past performance certifications official SBA Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ASVAB cost free military entrance test official ASVAB program recruiter MEPS cost
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
GRE General Test fee United States 2026 ETS official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GRE preparation study hours recommended ETS no required study time
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
SAM.gov federal contractor registration requirements small business government contracts past performance certifications official SBA
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1