Real ChatGPT answer · index seedgzNjBoblgQEcompleteMarketing and advertising · ad platformsbrand

What are the best alternatives to Criteo for a retiree trying to lower advertising costs for an online antique shop

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best alternatives to Criteo for a retiree trying to lower advertising costs for an online antique shop
2 real searches · 1 real-search pass
AdRoll pricing retargeting ecommerce small business 2026 Google Ads remarketing Meta ads alternatives to CriteoGoogle ↗
OBSERVEDComparison
Criteo alternatives small ecommerce retargeting AdRoll Google Ads Meta Pinterest pricing 2026Google ↗
OBSERVEDComparison

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 / navigationalComparison100%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
AdRoll pricing retargeting ecommerce small business 2026 Google Ads remarketing Meta ads alternatives to Criteo Google ↗
Criteo alternatives small ecommerce retargeting AdRoll Google Ads Meta Pinterest pricing 2026 Google ↗
  1. How much does Google Ads cost? · business.google.com
  2. Google Shopping Campaigns: Boost Product Visibility · business.google.com
  3. Google Ads · ads.google.com
  4. Meta Ads Manager · facebook.com
  5. Pricing · adroll.com
  6. AdRoll · adroll.com
  7. Pinterest Ads · ads.pinterest.com
  8. Microsoft Advertising · ads.microsoft.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AdRoll pricing retargeting ecommerce small business 2026 Google Ads remarketing Meta ads alternatives to Criteo
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Criteo alternatives small ecommerce retargeting AdRoll Google Ads Meta Pinterest pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1