Provenance and trust

Data sources, freshness, and corrections

Understand what each public Lazy Trader AI page can show, how timestamps are preserved, and where the public-preview boundary is enforced.

Public data policy · Reviewed Aug 26, 2026

Source categories

How public information is classified

Categories describe the nature of the evidence without exposing confidential provider payloads or implying that third-party data is owned by Lazy Trader AI.

Licensed market data

Delayed quote and options observations projected through an approved public-field policy. Raw provider responses are never sent to public pages.

Quotes and options retain their source timestamps and display delay status.

Regulatory and public-official filings

Politician transaction information is presented as disclosure data with separate transaction and filed dates.

Filing data can arrive after the underlying transaction and can later be amended.

Issuer-related disclosures

Insider activity is normalized into a conservative public projection when display rights and record quality are confirmed.

The page reports the snapshot timestamp and never substitutes request time for source time.

Derived summaries

Public ticker summaries are constrained to the same approved snapshot visible on the page, with observed facts separated from limitations.

A deterministic fallback is used instead of leaving an indexable page permanently pending.

Public-preview safety

Protected modules are projected by the backend into a dedicated public schema before the page renderer receives them. At most two approved records are returned. Neutral locked placeholders do not contain blurred symbols, names, values, dates, identifiers, or hidden source fields.

Authentication does not expand these public URLs. Paid and account-specific representations stay in the protected application and separate API contracts.

Freshness and last-known-good data

Pages display the source or snapshot timestamp rather than pretending that every request contains a new observation. A delayed or stale label must remain visible when a safe last-known-good snapshot is served during an upstream interruption.

Corrections and questions

Public filings and normalized entity records can be amended. To report an identity, date, ticker, or explanation issue, email support@lazytraderai.com with the page URL and a concise description. Do not include account credentials or private portfolio information.

Detailed methods

Read the module-specific methodology

Each guide explains the visible fields and the limits on interpretation.

Options flowContract observations, delays, and intent limits Politician disclosuresTransaction dates, filing dates, and amendments Insider transactionsIssuer-related records and contextual limitations