Real ChatGPT answer · index seedL6rEJ0xsVTIcompleteMarketing and advertising · ad platformsinformational
Can Outbrain content recommendation costs be capped tightly enough so I do not wake up to an overdrawn bank account
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 so I do not wake up to an overdrawn bank account
3 real searches · 1 real-search pass
Outbrain advertiser billing budget limits daily budget campaign spend cap automatic billing terms 2026Google ↗
OBSERVEDOther / navigational
Outbrain advertiser campaign budget daily budget spending cap billing overage account balance prepaid paymentGoogle ↗
OBSERVEDOther / navigational
Outbrain advertiser campaign budget daily spend cap lifetime budget billing payment threshold overage pacingGoogle ↗
OBSERVEDReason
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). 3 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 advertiser billing budget limits daily budget campaign spend cap automatic billing terms 2026 Google ↗
Outbrain advertiser campaign budget daily budget spending cap billing overage account balance prepaid payment Google ↗
Outbrain advertiser campaign budget daily spend cap lifetime budget billing payment threshold overage pacing Google ↗
- Define CPC and Budget to Your Campaign? | FAQ · outbrain.com
- What is Outbrain's Pricing & Billing Model? | FAQ · outbrain.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Outbrain advertiser billing budget limits daily budget campaign spend cap automatic billing terms 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Outbrain advertiser campaign budget daily budget spending cap billing overage account balance prepaid payment OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Outbrain advertiser campaign budget daily spend cap lifetime budget billing payment threshold overage pacing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |