Real ChatGPT answer · index seeds2o6PcWOKtYcompleteMarketing and advertising · ad platformscommercial
Can Outbrain content recommendation costs be capped tightly enough to prevent unexpected overspending over a holiday weekend?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can Outbrain content recommendation costs be capped tightly enough to prevent unexpected overspending over a holiday weekend?
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
Outbrain advertiser campaign budget daily cap lifetime budget spending limits pacing overdelivery documentation Google ↗
Outbrain campaign schedule pause end date budget cap holiday weekend overspend advertiser help center Google ↗
- Define CPC and Budget to Your Campaign? | FAQ · outbrain.com
- What is Outbrain's Pricing & Billing Model? | FAQ · outbrain.com
- Schedule Campaign | FAQ | Basic Settings · outbrain.com
- Budget Management in Outbrain DSP · intercom.help
- Creating Daily Spend Cap for Ad Groups · intercom.help
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Outbrain advertiser campaign budget daily cap lifetime budget spending limits pacing overdelivery documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Outbrain campaign schedule pause end date budget cap holiday weekend overspend advertiser help center OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |