Real ChatGPT answer · index seedSQZIYBpx3y4completeMarketing and advertising · web analyticscommercial
Which analytics software gives the most accurate funnel analysis for identifying customer journey drop off points without requiring a pricey data science team
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which analytics software gives the most accurate funnel analysis for identifying customer journey drop off points without requiring a pricey data science team
3 real searches · 1 real-search pass
best product analytics software funnel analysis customer journey drop off Amplitude Mixpanel Heap PostHog Contentsquare 2026 comparison features ease of useGoogle ↗
OBSERVEDComparison
Amplitude funnel analysis journeys experimentation product analytics official documentationGoogle ↗
OBSERVEDOther / navigational
Mixpanel funnels flows product analytics official documentationGoogle ↗
OBSERVEDInstruction
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). 2 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
best product analytics software funnel analysis customer journey drop off Amplitude Mixpanel Heap PostHog Contentsquare 2026 comparison features ease of use Google ↗
Amplitude funnel analysis journeys experimentation product analytics official documentation Google ↗
Mixpanel funnels flows product analytics official documentation Google ↗
- Analytics · amplitude.com
- Understand the paths users take, and why they convert · amplitude.com
- Interpret your funnel analysis · amplitude.com
- Amplitude website · amplitude.com
- Best Product Analytics Tools 2026: Top 3 Tools Tested · hackceleration.com
- Best Product Analytics Tools 2026: Top 3 Tools Tested · hackceleration.com
- Mixpanel website · mixpanel.com
- 10 Best Product Analytics Tools for 2026 · amplitude.com
- 25 Product, Customer, and Web Analytics Tools Compared for 2026 · hymetry.com
- Heap website · heap.io
- Best Product Analytics tools: ranked and compared · faun.dev
- Best Product Analytics Tools in 2026: PostHog vs Mixpanel vs Amplitude vs Heap & More · softwarecompare.net
- PostHog website · posthog.com
- The 7 Best Product Analytics Tools, Software, and Platforms in 2026 · contentsquare.com
- Best Customer Journey Analytics Software in 2026: 8 Tools Compared · rankite.com
- Contentsquare website · contentsquare.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best product analytics software funnel analysis customer journey drop off Amplitude Mixpanel Heap PostHog Contentsquare 2026 comparison features ease of use OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Amplitude funnel analysis journeys experimentation product analytics official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Mixpanel funnels flows product analytics official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |