Use cases

SonicAlpha adds a layer of public conversation that is difficult to systematically search and use today. It sits alongside filings, earnings calls, and news as one more evidence layer — most useful when the answer depends on what market participants believe, not just what companies disclose.

See where investors disagree

What are investors most divided on about Uber’s autonomous-vehicle strategy?

Surface the assumptions behind a thesis

What assumptions are investors making about NVIDIA’s exposure to custom ASICs?

Track how views change

How have investor views on Novo Nordisk changed over the last three months?

Map an industry’s economics

Who captures the economics from AV adoption: fleet operators or platforms like Uber?

Hear practitioners, not just commentators

How are clinicians thinking about B-cell depletion in autoimmune disease?

Each of these is one call to POST /v1/insights/ask. The Research Recipes show how to run them as full workflows.