Real ChatGPT answer · index seed3r4Ro8owTMkcompleteMarketing and advertising · ad platformsinformational

What are the most common automated ad policy violations that beginners run into on Facebook and how can I avoid them on my next launch?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most common automated ad policy violations that beginners run into on Facebook and how can I avoid them on my next launch?
2 real searches · 1 real-search pass
Meta Advertising Standards personal attributes misleading claims landing page unacceptable business practices circumventing systems officialGoogle ↗
OBSERVEDOther / navigational
Meta advertising policies before and after images health wellness ads officialGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Meta Advertising Standards personal attributes misleading claims landing page unacceptable business practices circumventing systems official Google ↗
Meta advertising policies before and after images health wellness ads official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Meta Advertising Standards personal attributes misleading claims landing page unacceptable business practices circumventing systems official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Meta advertising policies before and after images health wellness ads official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1