What Riley can do

Riley handles external research — competitor tear-downs, market intel, pricing benchmarks, and customer sentiment analysis. Every claim in her reports links to a source.

Updated Apr 26, 2026Plain text →

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.

Still have a question?
Ask Astra in chat — she has the same docs you do.
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