Real ChatGPT answer · index seedMspysrKtUskcompleteMarketing and advertising · marketing agenciescomparison

Are marketing agencies currently seeing better return on ad spend on TikTok or Facebook for direct to consumer brands

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are marketing agencies currently seeing better return on ad spend on TikTok or Facebook for direct to consumer brands
2 real searches · 1 real-search pass
2026 2025 DTC ecommerce advertising benchmark ROAS Meta Facebook Instagram vs TikTok agency performance dataGoogle ↗
OBSERVEDComparison
TikTok ads vs Meta ads ecommerce ROAS benchmark 2025 2026 direct to consumer brands attributionGoogle ↗
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).

Searches and sources

ChatGPT2 real searches · gpt-6
2026 2025 DTC ecommerce advertising benchmark ROAS Meta Facebook Instagram vs TikTok agency performance data Google ↗
TikTok ads vs Meta ads ecommerce ROAS benchmark 2025 2026 direct to consumer brands attribution Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 2025 DTC ecommerce advertising benchmark ROAS Meta Facebook Instagram vs TikTok agency performance data
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
TikTok ads vs Meta ads ecommerce ROAS benchmark 2025 2026 direct to consumer brands attribution
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1