Real ChatGPT answer · index seedYx0i1pOFDskcompleteMarketing and advertising · email marketingcommercial

My email unsubscribe rates suddenly spiked this month, so what are the top AI tools to analyze reader churn and fix this issue on a budget?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My email unsubscribe rates suddenly spiked this month, so what are the top AI tools to analyze reader churn and fix this issue on a budget?
2 real searches · 1 real-search pass
best affordable AI email marketing analytics churn unsubscribe analysis tools 2026 pricing features Mailchimp beehiiv Klaviyo Customer.ioGoogle ↗
OBSERVEDComparison
email unsubscribe rate benchmark causes deliverability list fatigue segmentation official guidance 2025 2026Google ↗
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 / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
best affordable AI email marketing analytics churn unsubscribe analysis tools 2026 pricing features Mailchimp beehiiv Klaviyo Customer.io Google ↗
email unsubscribe rate benchmark causes deliverability list fatigue segmentation official guidance 2025 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best affordable AI email marketing analytics churn unsubscribe analysis tools 2026 pricing features Mailchimp beehiiv Klaviyo Customer.io
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
email unsubscribe rate benchmark causes deliverability list fatigue segmentation official guidance 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1