Real ChatGPT answer · index seedqwQRgq7yWascompleteMarketing and advertising · content marketingcommercial
As someone new to modern digital marketing, what is the best way to allocate my small annual marketing budget for maximum impact this year?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As someone new to modern digital marketing, what is the best way to allocate my small annual marketing budget for maximum impact this year?
1 real search · 1 real-search pass
2026 small business digital marketing budget allocation benchmarks SEO paid social email marketing recommendationsGoogle ↗
OBSERVEDComparison
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 small business digital marketing budget allocation benchmarks SEO paid social email marketing recommendations Google ↗
- The Big Small Business Marketing Trends Report for 2026 · localiq.com