Real ChatGPT answer · index seedRUpaaGixUHQcompleteLegal · immigration servicesinformational

What wedding documents are legally required to prove our marriage is valid for immigration in the United States?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What wedding documents are legally required to prove our marriage is valid for immigration in the United States?
2 real searches · 1 real-search pass
USCIS marriage certificate evidence legally valid marriage bona fide marriage I-130 officialGoogle ↗
OBSERVEDShort fact
USCIS foreign documents certified English translation marriage certificate officialGoogle ↗
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 (2)
Short fact50%Other / navigationalComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
USCIS marriage certificate evidence legally valid marriage bona fide marriage I-130 official Google ↗
USCIS foreign documents certified English translation marriage certificate official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
USCIS marriage certificate evidence legally valid marriage bona fide marriage I-130 official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
USCIS foreign documents certified English translation marriage certificate official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1