Real ChatGPT answer · index seed6A7sj3iRyPYcompleteMarketing and advertising · web analyticscomparison

Is Wicked Reports worth the investment for setting up custom attribution models when compared to cheaper open-source analytics platforms?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Wicked Reports worth the investment for setting up custom attribution models when compared to cheaper open-source analytics platforms?
2 real searches · 1 real-search pass
Wicked Reports pricing features attribution models integrations officialGoogle ↗
OBSERVEDOther / navigational
open source marketing attribution analytics platforms self hosted Matomo PostHog Snowplow attribution custom models comparisonGoogle ↗
OBSERVEDComparison

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%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
Wicked Reports pricing features attribution models integrations official Google ↗
open source marketing attribution analytics platforms self hosted Matomo PostHog Snowplow attribution custom models comparison Google ↗
  1. Wicked Reports Pricing: Attribution Plans from $499/mo · wickedreports.com
  2. Wicked Reports · wickedreports.com
  3. How to use Wicked Reports 2.0: Attribution Report · help.wickedreports.com
  4. Wicked Reports API · docs.wickedreports.com
  5. PostHog · posthog.com
  6. Matomo · matomo.org
  7. Snowplow · snowplow.io
  8. Metabase · metabase.com
  9. 9 best open source analytics tools for developers and startups · posthog.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Wicked Reports pricing features attribution models integrations official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
open source marketing attribution analytics platforms self hosted Matomo PostHog Snowplow attribution custom models comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1