Real ChatGPT answer · index seedPZaA7o3RJzMcompleteFinance and banking · budgeting and savingcommercial
As a busy solo entrepreneur, I need recommendations for automated saving apps that can quietly skim money into a separate tax fund every time I get paid
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As a busy solo entrepreneur, I need recommendations for automated saving apps that can quietly skim money into a separate tax fund every time I get paid
4 real searches · 1 real-search pass
best automated tax savings apps freelancers self-employed automatic percentage deposits every payment 2026Google ↗
OBSERVEDComparison
official Lili tax buckets automatic tax savings self employed percentage income depositsGoogle ↗
OBSERVEDComparison
Found small business banking automatic tax savings percentage deposits officialGoogle ↗
OBSERVEDOther / navigational
Catch tax app automatic tax savings freelancers deposits officialGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best automated tax savings apps freelancers self-employed automatic percentage deposits every payment 2026 Google ↗
official Lili tax buckets automatic tax savings self employed percentage income deposits Google ↗
Found small business banking automatic tax savings percentage deposits official Google ↗
Catch tax app automatic tax savings freelancers deposits official Google ↗
- Visit Found · found.com
- Visit Lili · lili.co
- Visit Sequence · sequence.com
- Visit Disco · getdisco.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best automated tax savings apps freelancers self-employed automatic percentage deposits every payment 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official Lili tax buckets automatic tax savings self employed percentage income deposits OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Found small business banking automatic tax savings percentage deposits official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Catch tax app automatic tax savings freelancers deposits official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |