Real ChatGPT answer · index seedINlAgQ8qVSscompleteMarketing and advertising · marketing agenciescomparison
attribution reporting tools cost comparison for calculating customer acquisition cost on a bootstrap budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
attribution reporting tools cost comparison for calculating customer acquisition cost on a bootstrap budget
2 real searches · 1 real-search pass
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
2026 customer acquisition attribution analytics tools pricing free plan Google Analytics 4 Mixpanel PostHog HubSpot pricing Google ↗
2026 attribution software pricing startup bootstrapped CAC reporting Cometly Triple Whale Northbeam HockeyStack Google ↗
- Attribution Tracking Software: 12 Tools Compared for 2026 · arktis.so
- 9 Best Attribution Tracking Software Solutions for 2026 · tryatria.com
- Mixpanel Pricing: Find Your Plan & Get Started · mixpanel.com
- PostHog pricing · posthog.com
- Free Tools · hubspot.com
- Website · analytics.google.com
- Website · hubspot.com
- Website · lookerstudio.google.com
- Website · sheets.google.com
- PostHog · posthog.com
- Mixpanel · mixpanel.com
- Get started with attribution · support.google.com
- How to attribute credit for key events · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 customer acquisition attribution analytics tools pricing free plan Google Analytics 4 Mixpanel PostHog HubSpot pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 attribution software pricing startup bootstrapped CAC reporting Cometly Triple Whale Northbeam HockeyStack OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |