Real ChatGPT answer · index seedlMhRAg9aXuscompleteRetail and ecommerce · subscription boxesinformational

What marketing channels are currently yielding the highest return on ad spend for subscription box brands in the pet industry?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What marketing channels are currently yielding the highest return on ad spend for subscription box brands in the pet industry?
3 real searches · 1 real-search pass
pet subscription box brands advertising ROAS marketing channel performance 2026Google ↗
OBSERVED
2025 2026 pet subscription box brands marketing channels ROAS paid social influencer affiliate email SMS benchmarks case studyGoogle ↗
OBSERVED
pet subscription box ecommerce customer acquisition channels paid search Meta TikTok influencer marketing performance case studies 2025Google ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
pet subscription box brands advertising ROAS marketing channel performance 2026 Google ↗
2025 2026 pet subscription box brands marketing channels ROAS paid social influencer affiliate email SMS benchmarks case study Google ↗
pet subscription box ecommerce customer acquisition channels paid search Meta TikTok influencer marketing performance case studies 2025 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
pet subscription box brands advertising ROAS marketing channel performance 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2025 2026 pet subscription box brands marketing channels ROAS paid social influencer affiliate email SMS benchmarks case study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
pet subscription box ecommerce customer acquisition channels paid search Meta TikTok influencer marketing performance case studies 2025
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1