Comparing online document prep services versus local attorneys, which option is truly faster for assembling a naturalization packet for busy founders?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing online document prep services versus local attorneys, which option is truly faster for assembling a naturalization packet for busy founders?
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 1 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
online naturalization N-400 document preparation service attorney comparison USCIS official attorney representation eligibility complications Google ↗
USCIS Form N-400 filing instructions supporting documents naturalization application 2026 Google ↗
- Commonly Asked Questions About the Naturalization Process · ltnr.ca
- Online Filing Options · ccn.web.tr
- LAC4YOU · oia.lacounty.gov
- Instructions for Application for Naturalization · uscis.gov
- Application for Naturalization · uscis.gov
- Find Legal Services · uscis-govdhs.us
- How To Avoid Immigration Scams and Get Real Help · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
online naturalization N-400 document preparation service attorney comparison USCIS official attorney representation eligibility complications OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
USCIS Form N-400 filing instructions supporting documents naturalization application 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |