Real ChatGPT answer · index seedHvN5xVdpYn8completeMarketing and advertising · ad platformscomparison
Are Outbrain content recommendation costs scaling well for small brands or is the traffic quality still too low compared to search engines?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are Outbrain content recommendation costs scaling well for small brands or is the traffic quality still too low compared to search engines?
3 real searches · 1 real-search pass
Outbrain advertising platform small advertisers traffic quality performance comparison Google Search 2026Google ↗
OBSERVEDComparison
Outbrain 2025 2026 advertiser performance traffic quality CPC small business native advertising conversion benchmarksGoogle ↗
OBSERVEDReason
Outbrain advertiser guide performance marketing conversion tracking traffic quality publisher optimization 2025Google ↗
OBSERVEDInstruction
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Outbrain advertising platform small advertisers traffic quality performance comparison Google Search 2026 Google ↗
Outbrain 2025 2026 advertiser performance traffic quality CPC small business native advertising conversion benchmarks Google ↗
Outbrain advertiser guide performance marketing conversion tracking traffic quality publisher optimization 2025 Google ↗
- How Do Outbrain Algorithms Work? | FAQ · outbrain.com
- What metrics should I focus on? | FAQ | Basic Campaign Management · outbrain.com
- What are Outbrain’s campaign best practices? · outbrain.com
- How to Create a Successful Campaign? | FAQ · outbrain.com
- Troubleshooting performance changes on Conversion Bid Strategy campaigns · outbrain.com
- users with direct answers and AI-generated summaries which has reduced their need to click through to original publisher websites. This trend of bypassing the traditional user journey to a publisher’s site has led to a decline in direct user traffic. For a representative segment of our premium publisher partners, we have observed this trend result in an approximate 10% to 15% decline in paid page views. A reduction in traffic to our media partners directly decreases the inventory of advertising · sec.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Outbrain advertising platform small advertisers traffic quality performance comparison Google Search 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Outbrain 2025 2026 advertiser performance traffic quality CPC small business native advertising conversion benchmarks OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Outbrain advertiser guide performance marketing conversion tracking traffic quality publisher optimization 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |