Real ChatGPT answer · index seedHzDCHnuzldMcompleteMarketing and advertising · ad platformscomparison
Outbrain content recommendation costs versus native advertising on smaller niche sites which option performs better for regional service brands now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Outbrain content recommendation costs versus native advertising on smaller niche sites which option performs better for regional service brands now?
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). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Outbrain advertising pricing CPC native advertising 2025 2026 performance benchmarks publisher network OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
direct publisher native advertising local niche websites regional businesses lead generation performance comparison 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |