We need reliable study materials and mock tests for preparing for citizenship interviews this summer for my mother in law.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need reliable study materials and mock tests for preparing for citizenship interviews this summer for my mother in law.
3 real searches · 1 real-search pass
site:uscis.gov citizenship 2025 civics test 128 questions October 20 2025 study materials naturalization interviewGoogle ↗
OBSERVEDOther / navigational
site:uscis.gov naturalization test 2025 civics test study materials 128 questions audio flash cardsGoogle ↗
OBSERVEDOther / navigational
site:uscis.gov naturalization interview English test exceptions age 50 20 years 55 15 yearsGoogle ↗
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
site:uscis.gov citizenship 2025 civics test 128 questions October 20 2025 study materials naturalization interview Google ↗
site:uscis.gov naturalization test 2025 civics test study materials 128 questions audio flash cards Google ↗
site:uscis.gov naturalization interview English test exceptions age 50 20 years 55 15 years Google ↗
- M-1778 (09/25) · uscis.gov
- Welcome to the United States · uscis.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:uscis.gov citizenship 2025 civics test 128 questions October 20 2025 study materials naturalization interview OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:uscis.gov naturalization test 2025 civics test study materials 128 questions audio flash cards OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:uscis.gov naturalization interview English test exceptions age 50 20 years 55 15 years OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |