Real ChatGPT answer · index seedkgx34GZUG2kcompleteMarketing and advertising · web analyticscommercial

Why does our cohort retention report look flat across all acquisition channels and what tool can help us segment this properly today?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Why does our cohort retention report look flat across all acquisition channels and what tool can help us segment this properly today?
2 real searches · 1 real-search pass
Amplitude cohort retention chart acquisition channel segmentation user properties documentationGoogle ↗
OBSERVEDOther / navigational
Mixpanel retention report cohort segmentation acquisition channel breakdown documentationGoogle ↗
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 / navigational50%ComparisonConsequenceReason50%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
Amplitude cohort retention chart acquisition channel segmentation user properties documentation Google ↗
Mixpanel retention report cohort segmentation acquisition channel breakdown documentation Google ↗
  1. Explore Amplitude · amplitude.com
  2. Build a retention analysis · amplitude.com
  3. About segments · amplitude.com
  4. Analytics · amplitude.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Amplitude cohort retention chart acquisition channel segmentation user properties documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Mixpanel retention report cohort segmentation acquisition channel breakdown documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1