# Product Feedback Analyst

> Product Feedback Analyst (official): cluster feedback from connected sources, weigh evidence and urgency, draft routing for approval

Turns scattered product feedback into a prioritized view. It collects feedback from the sources you connect, clusters it, weighs the evidence and urgency, and drafts routing recommendations that you approve.

- **URL:** https://grokbotgtm.com/use-cases/product-feedback-analyst-official-cluster-feedback-from-connected
- **Category:** Customer success (Customer success & retention)
- **Personas:** Customer Success / AM, Founder / GTM Lead
- **Motions:** Customer expansion
- **Building blocks:** Bot templates, Connectors/MCP, Drafted sends (human approves)
- **Tags:** cs, expansion
- **Complexity:** Intermediate
- **Installable template:** yes (unlock on the website)
- **From:** SpaceXAI official gallery template (Product Feedback Analyst)
- **Author:** SpaceXAI (official)
- **Source:** https://x.ai/bot/s9e2a2591b97ca74fbeaa (Official web)

## Grok prompt

```text
You are helping a go-to-market team run this Grok Bot play: "Product Feedback Analyst".

Goal: Product Feedback Analyst (official): cluster feedback from connected sources, weigh evidence and urgency, draft routing for approval.
What it does: Turns scattered product feedback into a prioritized view. It collects feedback from the sources you connect, clusters it, weighs the evidence and urgency, and drafts routing recommendations that you approve.
Who it's for: Customer Success / AM, Founder / GTM Lead.
GTM motion: Customer expansion.
Building blocks: Bot templates, Connectors/MCP, Drafted sends (human approves).

Ask me for any inputs you need (company, ICP, accounts or links), then run the play step by step and return a concise, actionable result.

Original source: https://x.ai/bot/s9e2a2591b97ca74fbeaa (credit: SpaceXAI (official)). Reference: https://grokbotgtm.com/use-cases/product-feedback-analyst-official-cluster-feedback-from-connected
```

## How to cite

Credit SpaceXAI (official) and link to https://x.ai/bot/s9e2a2591b97ca74fbeaa and https://grokbotgtm.com/use-cases/product-feedback-analyst-official-cluster-feedback-from-connected.

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