Real ChatGPT answer · index seed9Si829GWITkcompleteMarketing and advertising · ad platformsbrand

What do recent reviews say about the customer support quality at Outbrain when small advertisers run into budget pacing problems?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do recent reviews say about the customer support quality at Outbrain when small advertisers run into budget pacing problems?
3 real searches · 1 real-search pass
Outbrain advertiser customer support reviews budget pacing complaints 2026Google ↗
OBSERVEDOther / navigational
Outbrain advertiser reviews customer support budget pacing small advertisers support complaintsGoogle ↗
OBSERVEDReason
Outbrain reviews customer service advertiser support billing budget pacing Trustpilot G2Google ↗
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)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

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 customer support reviews budget pacing complaints 2026 Google ↗
Outbrain advertiser reviews customer support budget pacing small advertisers support complaints Google ↗
Outbrain reviews customer service advertiser support billing budget pacing Trustpilot G2 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Outbrain advertiser customer support reviews budget pacing complaints 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Outbrain advertiser reviews customer support budget pacing small advertisers support complaints
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Outbrain reviews customer service advertiser support billing budget pacing Trustpilot G2
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1