---
slug: what-can-riley-do
title: What Riley can do
category: capability
status: published
tags: [riley, research, market-intel, competitor, citations, ui, chat-panel, task-card]
aliases: []
lastEditAt: 2026-04-26
---
Riley handles external research — competitor tear-downs, market intel, pricing benchmarks, and customer sentiment analysis. Every claim in her reports links to a source.

**What can I ask Riley?**

- "Tear down our top three competitors"
- "What are people saying about [problem] on Reddit?"
- "Pull pricing benchmarks for [category]"
- "Market size and who else is in it"

**How to work with Riley**

Ask Astra in the CEO chat. Riley's report lands as an Asset on the Task Card with a comparison table, narrative, and "what this means for us" section. She pairs naturally with Sam when a question is partly external and partly internal.