Real ChatGPT answer · index seedC3FVWKm2fTYcompleteMarketing and advertising · web analyticsinformational

Which attribution modeling tools currently support data-driven multi-touch attribution without requiring enterprise-tier pricing

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which attribution modeling tools currently support data-driven multi-touch attribution without requiring enterprise-tier pricing
2 real searches · 1 real-search pass
data-driven attribution tools pricing plans data-driven multi-touch attribution 2026Google ↗
OBSERVEDComparison
data-driven multi-touch attribution software pricing self serve plans 2026 Ruler Analytics Dreamdata Cometly Triple WhaleGoogle ↗
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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
data-driven attribution tools pricing plans data-driven multi-touch attribution 2026 Google ↗
data-driven multi-touch attribution software pricing self serve plans 2026 Ruler Analytics Dreamdata Cometly Triple Whale Google ↗
  1. Get started with attribution · support.google.com
  2. Change the reporting attribution model for key events · support.google.com
  3. 10 best multi-touch attribution tools (2026) / Admetrics · admetrics.io
  4. GA4 website · analytics.google.com
  5. Pricing · attribi.com
  6. Pricing · ruleranalytics.com
  7. Attribi · attribi.com
  8. Admetrics website · admetrics.io
  9. Dreamdata launches data-driven attribution for B2B · dreamdata.squarespace.com
  10. Pricing · dreamdata.io
  11. Attribution Pricing · attributionapp.com
  12. Plans & prices for marketers, analysts or agencies · funnel.io

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
data-driven attribution tools pricing plans data-driven multi-touch attribution 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
data-driven multi-touch attribution software pricing self serve plans 2026 Ruler Analytics Dreamdata Cometly Triple Whale
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1