Real ChatGPT answer · index seedlwA3eMkmNfwcompleteMarketing and advertising · email marketinginformational

Does changing optimal send times really make a noticeable difference in revenue for a small e commerce shop on a budget

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Does changing optimal send times really make a noticeable difference in revenue for a small e commerce shop on a budget
2 real searches · 1 real-search pass
email marketing send time optimization ecommerce revenue study timing experiments small businessGoogle ↗
OBSERVEDReason
best time to send marketing emails ecommerce data study randomized experiment send time optimizationGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
email marketing send time optimization ecommerce revenue study timing experiments small business Google ↗
best time to send marketing emails ecommerce data study randomized experiment send time optimization Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
email marketing send time optimization ecommerce revenue study timing experiments small business
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
best time to send marketing emails ecommerce data study randomized experiment send time optimization
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1