Real ChatGPT answer + Gemini simulation · index seed6aLErfg2X1kcompleteAI OverviewLegal · immigration servicescommercial
What are the current recommendations for avoiding delays when filing form i130 online through the uscis portal as a newlywed
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search38 queries10/30/2026
Download run
Gemini unique queries
36
0 in ≥ half the passes · stability 33%
ChatGPT real searches predicted
0%
0 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
What are the current recommendations for avoiding delays when filing form i130 online through the uscis portal as a newlywed
36 unique queries · 3 passes
marriage evidence and documents
7 queries · 7 hits
what documents are required for i130 petition for spouse1xGoogle ↗
IMPLICIT
what documents do newlyweds need to upload for form i130 to prevent rfe1xGoogle ↗
IMPLICIT
what supporting documents are required for i130 for spouse1xGoogle ↗
IMPLICIT
how to prove bona fide marriage for i130 online upload1xGoogle ↗
PERSONALIZED
bona fide marriage evidence checklist for form i1301xGoogle ↗
ENTITY EXPANSION
bona fide marriage evidence checklist for i1301xGoogle ↗
IMPLICIT
what triggers a request for evidence rfe on form i130 marriage petition1xGoogle ↗
IMPLICIT
online portal filing tips
6 queries · 6 hits
uscis myaccount online filing portal troubleshooting tips1xGoogle ↗
ENTITY EXPANSION
uscis online account filing tips for marriage based green card petitions1xGoogle ↗
ENTITY EXPANSION
uscis online account filing best practices for marriage green card1xGoogle ↗
ENTITY EXPANSION
tips for newly married couples filing green card petition together1xGoogle ↗
PERSONALIZED
tips for recently married couples submitting uscis forms without a lawyer1xGoogle ↗
PERSONALIZED
digital signature and payment guidelines uscis online filing1xGoogle ↗
IMPLICIT
common mistakes and technical errors
5 queries · 5 hits
common mistakes when filing form i 130 online1xGoogle ↗
RELATED
common mistakes when filing form i130 online1xGoogle ↗
RELATED
common mistakes that cause delays in form i130 petition for alien relative1xGoogle ↗
RELATED
form i130 online filing technical issues and upload errors uscis1xGoogle ↗
RELATED
form i-130 filing fee payment errors uscis portal1xGoogle ↗
RELATED
online versus paper processing times
5 queries · 5 hits
online vs paper filing i130 processing time differences1xGoogle ↗
COMPARATIVE
online vs paper filing form i130 processing time differences1xGoogle ↗
COMPARATIVE
online i130 vs paper filing processing times 20241xGoogle ↗
COMPARATIVE
does filing i130 online speed up approval1xGoogle ↗
COMPARATIVE
can you file i-130 and i-485 concurrently online1xGoogle ↗
COMPARATIVE
processing times and status updates
5 queries · 5 hits
uscis request for evidence i130 timeline and response1xGoogle ↗
RELATED
how long does uscis take to review form i130 submitted online1xGoogle ↗
REFORMULATION
uscis i130 processing times current update1xGoogle ↗
REFORMULATION
how long does uscis take to review online i 130 petitions1xGoogle ↗
REFORMULATION
what happens after submitting i130 online uscis1xGoogle ↗
RELATED
strategies for avoiding filing delays
3 queries · 3 hits
document formats and translation rules
3 queries · 3 hits
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. 36 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT2 real searches · gpt-60% predicted
USCIS Form I-130 online filing tips avoid delays 2026 official evidence bona fide marriage I-130A online filing Google ↗
USCIS I-130 filing instructions spouse evidence marriage certificate translations I-130A official Google ↗
- official USCIS Form I-130 instructions · uscis.gov
- dejavu.org · dejavu.org
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
36 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how to avoid delays filing i-130 online uscis REFORMULATION | Google ↗ AI Mode ↗ | The user wants direct, actionable advice on preventing processing holdups specifically for the online Form I-130 submission. | — | how_to_steps | strategies for avoiding filing delays | 1x of 3 | |
how to avoid delays filing form i130 online uscis REFORMULATION | Google ↗ AI Mode ↗ | The user wants direct, actionable advice on preventing processing slowdowns specifically when using the online USCIS portal for Form I-130. | — | how_to_steps | strategies for avoiding filing delays | 1x of 3 | |
tips to avoid delays filing i130 online uscis REFORMULATION | Google ↗ AI Mode ↗ | The user wants a direct and concise list of optimization strategies to prevent processing delays for the I-130 petition. | — | how_to_steps | strategies for avoiding filing delays | 1x of 3 | |
common mistakes when filing form i 130 online RELATED | Google ↗ AI Mode ↗ | The user wants to know what errors frequently trigger requests for evidence or processing delays. | — | checklist | common mistakes and technical errors | 1x of 3 | |
common mistakes when filing form i130 online RELATED | Google ↗ AI Mode ↗ | The user wants to identify frequent errors that cause USCIS to issue Requests for Evidence (RFEs) or delays. | — | checklist | common mistakes and technical errors | 1x of 3 | |
common mistakes that cause delays in form i130 petition for alien relative RELATED | Google ↗ AI Mode ↗ | The user seeks to identify frequent errors made by applicants that trigger Requests for Evidence (RFEs) or processing holds. | — | checklist | common mistakes and technical errors | 1x of 3 | |
what documents are required for i130 petition for spouse IMPLICIT | Google ↗ AI Mode ↗ | The user needs a complete checklist of evidence to upload, which is a primary reason for filing delays if missed. | — | checklist | marriage evidence and documents | 1x of 3 | |
what documents do newlyweds need to upload for form i130 to prevent rfe IMPLICIT | Google ↗ AI Mode ↗ | The user needs to know the exact evidentiary requirements (like bona fide marriage proof) to include upfront to prevent a delay. | — | faq_page | marriage evidence and documents | 1x of 3 | |
what supporting documents are required for i130 for spouse IMPLICIT | Google ↗ AI Mode ↗ | The user needs to know the exact evidence package needed for a newlywed spousal petition to prevent missing document delays. | — | checklist | marriage evidence and documents | 1x of 3 | |
online vs paper filing i130 processing time differences COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare whether filing online actually reduces processing time compared to mail-in applications. | — | comparison_table | online versus paper processing times | 1x of 3 | |
online vs paper filing form i130 processing time differences COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to know if filing online actually reduces processing times compared to traditional paper submissions. | — | comparison_table | online versus paper processing times | 1x of 3 | |
online i130 vs paper filing processing times 2024 COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the speed and efficiency of online submission versus traditional paper filing. | — | comparison_table | online versus paper processing times | 1x of 3 | |
uscis myaccount online filing portal troubleshooting tips ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants technical advice on navigating the actual software interface to prevent upload errors or submission glitches. | — | faq_page | online portal filing tips | 1x of 3 | |
uscis online account filing tips for marriage based green card petitions ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is looking for broader platform-specific optimization tips related to marriage-based green card processing on the USCIS portal. | — | web_article | online portal filing tips | 1x of 3 | |
uscis online account filing best practices for marriage green card ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants best practices specific to using the USCIS digital portal interface for marriage-based petitions. | — | web_article | online portal filing tips | 1x of 3 | |
tips for newly married couples filing green card petition together PERSONALIZED | Google ↗ AI Mode ↗ | The user seeks advice tailored to couples who recently married, particularly regarding proof of a bona fide marriage. | — | web_article | online portal filing tips | 1x of 3 | |
tips for recently married couples submitting uscis forms without a lawyer PERSONALIZED | Google ↗ AI Mode ↗ | The user wants self-filing guidance tailored specifically to newlyweds who may be unfamiliar with immigration paperwork. | — | buyers_guide | online portal filing tips | 1x of 3 | |
how to prove bona fide marriage for i130 online upload PERSONALIZED | Google ↗ AI Mode ↗ | The user wants specific guidance on formatting and uploading evidence of a genuine marriage as a newlywed. | — | faq_page | marriage evidence and documents | 1x of 3 | |
uscis request for evidence i130 timeline and response RELATED | Google ↗ AI Mode ↗ | The user wants to know how to handle an RFE if a delay or mistake has already occurred. | — | web_article | processing times and status updates | 1x of 3 | |
form i130 online filing technical issues and upload errors uscis RELATED | Google ↗ AI Mode ↗ | The user wants to learn about technical portal glitches or file size limits that can stall an online submission. | — | forum/qna | common mistakes and technical errors | 1x of 3 | |
how to handle rfe for form i130 online RELATED | Google ↗ AI Mode ↗ | The user wants to know what to do if a Request for Evidence is issued through the USCIS portal. | — | how_to_steps | completing forms and handling rfes | 1x of 3 | |
best file formats and sizes for uscis online upload i130 ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants technical specifications for uploading evidence documents without triggering portal rejection errors. | — | product_spec_sheet | document formats and translation rules | 1x of 3 | |
how long does uscis take to review form i130 submitted online REFORMULATION | Google ↗ AI Mode ↗ | The user wants current processing time estimates for online Form I-130 petitions. | — | dataset | processing times and status updates | 1x of 3 | |
uscis i130 processing times current update REFORMULATION | Google ↗ AI Mode ↗ | The user wants up-to-date timeline estimates for how long the I-130 review process takes. | — | web_article | processing times and status updates | 1x of 3 | |
how long does uscis take to review online i 130 petitions REFORMULATION | Google ↗ AI Mode ↗ | The user wants current processing time estimates for online I-130 filings. | — | calculator/tool | processing times and status updates | 1x of 3 | |
bona fide marriage evidence checklist for form i130 ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user needs a specific list of financial, residential, and social proofs required to substantiate a recent marriage. | — | checklist | marriage evidence and documents | 1x of 3 | |
digital signature and payment guidelines uscis online filing IMPLICIT | Google ↗ AI Mode ↗ | The user needs to ensure their digital signature and online fee payment do not trigger system rejections. | — | faq_page | online portal filing tips | 1x of 3 | |
bona fide marriage evidence checklist for i130 IMPLICIT | Google ↗ AI Mode ↗ | The user needs to know what specific proofs of marriage are accepted to avoid a delayed approval. | — | checklist | marriage evidence and documents | 1x of 3 | |
what triggers a request for evidence rfe on form i130 marriage petition IMPLICIT | Google ↗ AI Mode ↗ | The user wants to understand the exact triggers that pause application processing so they can avoid them. | — | glossary/definition | marriage evidence and documents | 1x of 3 | |
translations and format requirements for i130 civil documents ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to know the exact formatting and translation rules for marriage certificates and IDs. | — | checklist | document formats and translation rules | 1x of 3 | |
form i-130 filing fee payment errors uscis portal RELATED | Google ↗ AI Mode ↗ | The user wants to avoid payment processing failures that can invalidate or stall an online application. | — | forum/qna | common mistakes and technical errors | 1x of 3 | |
step by step guide to filling out form i130 online as a spouse REFORMULATION | Google ↗ AI Mode ↗ | The user seeks a complete walkthrough of the online application portal process for spousal petitions. | — | tutorial_video/transcript | completing forms and handling rfes | 1x of 3 | |
does filing i130 online speed up approval COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to know if digital submission genuinely results in faster adjudication compared to mail. | — | forum/qna | online versus paper processing times | 1x of 3 | |
uscis form i130 instructions document translation requirements RELATED | Google ↗ AI Mode ↗ | The user needs to know the correct certification rules for translating marriage certificates or foreign documents to avoid rejection. | — | pdf_whitepaper | document formats and translation rules | 1x of 3 | |
what happens after submitting i130 online uscis RELATED | Google ↗ AI Mode ↗ | The user wants a timeline of the exact steps and status updates following a successful online submission. | — | how_to_steps | processing times and status updates | 1x of 3 | |
can you file i-130 and i-485 concurrently online COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to know if filing multiple forms together online affects processing speed or eligibility. | — | faq_page | online versus paper processing times | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 925 / 1,603 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 925 / 1,505 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 925 / 1,491 |