What steps should I take right now to build a retirement emergency fund when my freelance income fluctuates so wildly month to month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps should I take right now to build a retirement emergency fund when my freelance income fluctuates so wildly month to month?
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). 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
site:consumerfinance.gov emergency savings irregular income self-employed budgeting Google ↗
site:irs.gov self-employed estimated tax payments retirement plans self-employed SEP SIMPLE solo 401k Google ↗
- An essential guide to building an emergency fund · consumerfinance.gov
- Retirement plans for self-employed people · irs.gov
- One Participant 401k Plans · irs.gov
- Manage taxes for your gig work · irs.gov
- Estimated taxes · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:consumerfinance.gov emergency savings irregular income self-employed budgeting OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:irs.gov self-employed estimated tax payments retirement plans self-employed SEP SIMPLE solo 401k OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |