# How long does it take to roll out a product analytics tool?

Category: Product Analytics. Intent: informational. Top brand: Mixpanel.

Page: https://slateindex.ai/prompt/how-long-does-it-take-to-roll-out-a-product-analytics-tool-xqbfyuydgg · data of 2026-11-03

## Brands named

| Brand | Share of engines |
|---|---|
| Mixpanel | 100% |
| Amplitude | 100% |
| Heap | 33% |
| PostHog | 33% |

## Sources

- amplitude.com (6)
- mixpanel.com (3)
- volument.com (2)
- ciopages.com (1)
- g2.com (1)
- kaliper.io (1)
- livesession.io (1)
- softwarefinder.com (1)
- valiotti.com (1)

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “How long does it take to roll out a product analytics tool?”, https://slateindex.ai/prompt/how-long-does-it-take-to-roll-out-a-product-analytics-tool-xqbfyuydgg, data of 2026-11-03. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).