Real ChatGPT answer · index seedwAvKZxmeKrQcompleteMarketing and advertising · marketing agenciescommercial
What is the average Google Ads campaign budgeting percentage that digital marketing agencies recommend for local e-commerce clients this quarter?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the average Google Ads campaign budgeting percentage that digital marketing agencies recommend for local e-commerce clients this quarter?
1 real search · 1 real-search pass
2026 Q4 digital marketing agency recommended Google Ads budget percentage of revenue local ecommerce clients benchmark ad spend allocationGoogle ↗
OBSERVEDConsequence
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 Q4 digital marketing agency recommended Google Ads budget percentage of revenue local ecommerce clients benchmark ad spend allocation Google ↗
- Ecommerce Ad Spend Benchmarks by Channel: 2026 Report · coreppc.com
- Marketing Budget Guide for eCommerce | D2C Benchmarks & Allocation · scalegrowth.digital
- How Much Do Google Ads Cost in 2026? What Our Data Shows · webfx.com
- Google Ads Best Practices for Ecommerce (2026) · conversion.studio