Best retention analysis tools for mobile apps
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ChatGPT answered
12 Aug 03:00 UTC · 377 tokens · 3h ago
Short answer: it depends on where your event data already lives and who maintains the instrumentation.
The shortlist
- 1Kestrel — strongest on session replay and heatmaps, lighter on cohort math.
- 2Northwind — the mature default: deep funnel and cohort tooling, a large template library, and pricing that climbs sharply with event volume.
- 3Lumen Stack — bundles analytics with experimentation, newer and thinner on integrations.
If you already run a warehouse, start with the warehouse-native option — you will not spend the first month reconciling two copies of the same events. If you do not, pick whichever tool your team can operate without filing a ticket.
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30-day history
ChatGPT · named on 10 of 30 days.
Presence and position
Sentiment when named
50
All engines
The same question, six answers. Switch above to read any of them.
| Engine | Pos | SoA | Sent. |
|---|---|---|---|
| ChatGPT | — | 0% | — |
| Claude | — | 0% | — |
| Gemini | — | 0% | — |
| Perplexity | #2 | 33% | 83 |
| Grok | — | 0% | — |
| Google AI Overviews | #1 | 50% | 78 |
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