Real ChatGPT answer · index seed3EYrf76zMMYcompleteMarketing and advertising · ad platformsinformational

How do Outbrain content recommendation costs scale once your initial test phase ends and you try to optimize for conversions?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do Outbrain content recommendation costs scale once your initial test phase ends and you try to optimize for conversions?
2 real searches · 1 real-search pass
Outbrain pricing CPC bidding conversion optimization campaign costs CPA Smartlogic 2026Google ↗
OBSERVEDComparison
site: Outbrain help center conversion optimization target CPA bidding budget recommendationsGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

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 pricing CPC bidding conversion optimization campaign costs CPA Smartlogic 2026 Google ↗
site: Outbrain help center conversion optimization target CPA bidding budget recommendations Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Outbrain pricing CPC bidding conversion optimization campaign costs CPA Smartlogic 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site: Outbrain help center conversion optimization target CPA bidding budget recommendations
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1