Help me find budget friendly software alternatives to Marketo and Pardot that still support advanced multi touch attribution modeling.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Help me find budget friendly software alternatives to Marketo and Pardot that still support advanced multi touch attribution modeling.
2 real searches · 1 real-search pass
budget marketing automation platforms advanced multi-touch attribution pricing HubSpot ActiveCampaign Customer.io Ortto Ruler Analytics attribution 2026Google ↗
OBSERVEDComparison
marketing attribution software multi-touch attribution integrations HubSpot ActiveCampaign affordable pricingGoogle ↗
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)
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
budget marketing automation platforms advanced multi-touch attribution pricing HubSpot ActiveCampaign Customer.io Ortto Ruler Analytics attribution 2026 Google ↗
marketing attribution software multi-touch attribution integrations HubSpot ActiveCampaign affordable pricing Google ↗
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- Attribution Pricing · attributionapp.com
- Multi-Touch Attribution Software - Auditable, Customizable, Exportable · attributionapp.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
budget marketing automation platforms advanced multi-touch attribution pricing HubSpot ActiveCampaign Customer.io Ortto Ruler Analytics attribution 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
marketing attribution software multi-touch attribution integrations HubSpot ActiveCampaign affordable pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |