Real ChatGPT answer · index seedklcsxWw4NFEcompleteMarketing and advertising · local marketingcommercial
How much of my monthly revenue should I be putting into local digital ads right now given that our town economy is somewhat unpredictable?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much of my monthly revenue should I be putting into local digital ads right now given that our town economy is somewhat unpredictable?
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
small business marketing budget percentage of revenue local digital advertising cash flow uncertain economy 2025 2026 Google ↗
SBA small business cash flow marketing budget advertising percentage revenue guidance Google ↗
- How to Get the Most From Your Marketing Budget · sba.gov
- Manage your business · sba.gov
- 2025 Small Business Advertising Trends Report by Intuit SMB MediaLabs · digitalasset.intuit.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
small business marketing budget percentage of revenue local digital advertising cash flow uncertain economy 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SBA small business cash flow marketing budget advertising percentage revenue guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |