Real ChatGPT answer · index seeds6XKAbi05yEcompleteMarketing and advertising · marketing agenciesinformational
How much should a mid-sized regional marketing agency allocate for Google Ads campaign budgeting in the current economic climate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much should a mid-sized regional marketing agency allocate for Google Ads campaign budgeting in the current economic climate?
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
2026 Google Ads benchmarks cost per click conversion rate industry economic outlook small business advertising budgets Google ↗
2026 digital advertising forecast search advertising growth Google Ads budget benchmarks agency client media spend Google ↗
- IAB | IAB Raises 2026 U.S. Ad Spend Forecast to +12.3% YoY Growth · iab.com
- Digital Benchmarks by Industry: PPC · wordstream.com
- Google Ads Benchmarks 2026: Competitive Data & Insights for Every Industry · wordstream.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Google Ads benchmarks cost per click conversion rate industry economic outlook small business advertising budgets OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 digital advertising forecast search advertising growth Google Ads budget benchmarks agency client media spend OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |