Real ChatGPT answer · index seedwDO9MRJmK7kcompleteEducation · language learningcomparison

Compare USAHello and CitizenPath for helping my employees prepare for the US citizenship naturalization interview and civics test this fall

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare USAHello and CitizenPath for helping my employees prepare for the US citizenship naturalization interview and civics test this fall
3 real searches · 1 real-search pass
USAHello citizenship course civics test naturalization interview official site 2026Google ↗
OBSERVEDOther / navigational
CitizenPath citizenship interview civics test preparation pricing official site 2026Google ↗
OBSERVEDOther / navigational
USCIS naturalization civics test 2025 2026 128 questions effective dateGoogle ↗
OBSERVEDConsequence

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%ComparisonConsequence33%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
USAHello citizenship course civics test naturalization interview official site 2026 Google ↗
CitizenPath citizenship interview civics test preparation pricing official site 2026 Google ↗
USCIS naturalization civics test 2025 2026 128 questions effective date Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
USAHello citizenship course civics test naturalization interview official site 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
CitizenPath citizenship interview civics test preparation pricing official site 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
USCIS naturalization civics test 2025 2026 128 questions effective date
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1