What are the top rated attribution modeling tools for Shopify Plus stores that offer reliable cross device tracking without breaking our bank account each month
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top rated attribution modeling tools for Shopify Plus stores that offer reliable cross device tracking without breaking our bank account each month
4 real searches · 1 real-search pass
best Shopify Plus attribution tools cross-device tracking pricing Triple Whale Northbeam Polar Analytics 2026Google ↗
OBSERVEDComparison
Shopify attribution software cross-device identity resolution pricing Littledata Elevar Rockerbox 2026Google ↗
OBSERVEDComparison
Triple Whale pricing identity resolution cross-device attribution Shopify officialGoogle ↗
OBSERVEDComparison
Northbeam pricing Shopify cross-device identity resolution officialGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best Shopify Plus attribution tools cross-device tracking pricing Triple Whale Northbeam Polar Analytics 2026 Google ↗
Shopify attribution software cross-device identity resolution pricing Littledata Elevar Rockerbox 2026 Google ↗
Triple Whale pricing identity resolution cross-device attribution Shopify official Google ↗
Northbeam pricing Shopify cross-device identity resolution official Google ↗
- Triple Whale - Find the exact data points to grow your brand · apps.shopify.com
- Pricing · triplewhale.com
- Pricing and plans · triplewhale.com
- ThoughtMetric · thoughtmetric.io
- ThoughtMetric Analytics - Marketing attribution, analytics and reports · apps.shopify.com
- Top Shopify attribution tools: features, pricing, and how to choose · thoughtmetric.io
- Pricing Plans - Start Free | Attribuly · attribuly.com
- Northbeam · northbeam.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best Shopify Plus attribution tools cross-device tracking pricing Triple Whale Northbeam Polar Analytics 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Shopify attribution software cross-device identity resolution pricing Littledata Elevar Rockerbox 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Triple Whale pricing identity resolution cross-device attribution Shopify official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Northbeam pricing Shopify cross-device identity resolution official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |