Real ChatGPT answer · index seedmSabwQYEWYEcompleteMarketing and advertising · web analyticscommercial
Can you compare the top analytics suites that support custom attribution modeling without forcing you to upgrade to an enterprise-tier pricing plan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the top analytics suites that support custom attribution modeling without forcing you to upgrade to an enterprise-tier pricing plan?
3 real searches · 1 real-search pass
Mixpanel Amplitude PostHog Matomo attribution modeling feature availability pricing plans 2026Google ↗
OBSERVEDComparison
2026 2027 analytics platforms custom attribution modeling pricing non enterprise Mixpanel Amplitude PostHog MatomoGoogle ↗
OBSERVEDComparison
2026 marketing attribution software custom multi-touch attribution pricing plans non enterprise Dreamdata HockeyStack Ruler AnalyticsGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 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
Mixpanel Amplitude PostHog Matomo attribution modeling feature availability pricing plans 2026 Google ↗
2026 2027 analytics platforms custom attribution modeling pricing non enterprise Mixpanel Amplitude PostHog Matomo Google ↗
2026 marketing attribution software custom multi-touch attribution pricing plans non enterprise Dreamdata HockeyStack Ruler Analytics Google ↗
- Attribute credit to multiple acquisition touch points · amplitude.com
- Amplitude Pricing · amplitude.com
- Billing and plans · amplitude.com
- Mixpanel Pricing: Find Your Plan & Get Started · mixpanel.com
- Mixpanel Pricing: Find Your Plan & Get Started · mixpanel.com
- Compare Pricing Plans · matomo.org
- Compare Pricing Plans · matomo.org
- Pricing · ruleranalytics.com
- Attribution Overview · ruler-documentation.readme.io
- Pricing · dreamdata.io
- Pricing · dreamdata.io
- PostHog pricing · posthog.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Mixpanel Amplitude PostHog Matomo attribution modeling feature availability pricing plans 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 2027 analytics platforms custom attribution modeling pricing non enterprise Mixpanel Amplitude PostHog Matomo OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 marketing attribution software custom multi-touch attribution pricing plans non enterprise Dreamdata HockeyStack Ruler Analytics OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |