Real ChatGPT answer · index seedMY94oSZwNF8completeMarketing and advertising · web analyticscomparison

Is Improvado or Supermetrics better for automating marketing reports when you only have an hour a week to review ad performance

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Improvado or Supermetrics better for automating marketing reports when you only have an hour a week to review ad performance
3 real searches · 1 real-search pass
Improvado vs Supermetrics 2026 marketing reporting automation features pricing integrations alertsGoogle ↗
OBSERVEDComparison
Supermetrics official marketing intelligence reporting automation data connectors dashboardsGoogle ↗
OBSERVEDOther / navigational
Improvado official marketing analytics platform reporting automation AI insights integrationsGoogle ↗
OBSERVEDOther / navigational

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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Improvado vs Supermetrics 2026 marketing reporting automation features pricing integrations alerts Google ↗
Supermetrics official marketing intelligence reporting automation data connectors dashboards Google ↗
Improvado official marketing analytics platform reporting automation AI insights integrations Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Improvado vs Supermetrics 2026 marketing reporting automation features pricing integrations alerts
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Supermetrics official marketing intelligence reporting automation data connectors dashboards
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Improvado official marketing analytics platform reporting automation AI insights integrations
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1