Institutional Alpha Feed API
Alpha Feed surfaces where attention and unresolved questions are clustering across the platform: anonymized market-confusion clusters ranked by a confusion score. It is a read over the question flywheel that records nothing new.
What it returns
The response returns a clusters array ranked by confusion score, each with symbol, query_volume, ungrounded_rate, distinct_intents, confusion_score, and a plain-language signal. It also returns window_events, a note, the disclaimer, and powered_by.
The confusion score amplifies query volume by how unresolved those queries were, so names drawing many questions the engine could not cleanly resolve rank highest. Only names above a minimum volume appear.
When to use it
Use Alpha Feed to see structural confusion in real time: where the market does not yet understand a name, aggregated from every product that feeds the flywheel. Pass ?top= to control how many clusters are returned.
This endpoint requires an API key. Any tier above anonymous is entitled; an anonymous call returns 402.
Notes and honesty
The signal is aggregated and anonymized: the flywheel stores no principal, so no individual identity is ever exposed. It describes where query volume and unresolved questions cluster, never advice or a price prediction. Offline the question window is in-memory and resets on restart unless persistence is configured.
- clusters: names ranked by confusion score
- query_volume and ungrounded_rate per name
- distinct_intents: how many query types a name drew
- signal: structural confusion, unresolved, attention, or interest
- window_events: size of the recent question window
- anonymized, no individual identity exposed
curl -s 'https://api.lyramindos.com/v1/alpha/feed?top=10' -H 'x-api-key: YOUR_KEY'
Questions
Do I need an API key?
Yes. Alpha Feed requires an API key; any tier above anonymous is entitled. An anonymous call returns 402, because the exclusivity is the product.
Is any personal data exposed?
No. The feed is aggregated and anonymized. The question flywheel stores no principal, so no individual identity is ever surfaced.
Is this a trading signal?
No. It describes where query volume and unresolved questions cluster across the platform, a structural-confusion signal, never advice or a price prediction.