Crypto Bot Research Dataset

Dataset scope and denominators

Products, claims and sources answer different questions and are not interchangeable denominators. Source volume is not a quality score: relevance, authority, recency and scope matter more than the number of URLs. Several company-controlled pages remain primary evidence from one provider rather than independent corroboration.

Public fields

Both downloads expose product identity, lifecycle status, architecture, Source Model, Expert Score, Trust Score, Risk Level, Evidence Confidence, Research Coverage, Last Reviewed and Supported Exchanges. JSON expresses coverage as reviewed and total values and includes dataset-level metadata.

Expert Score

Riven Trust's weighted product assessment across eight published product-quality criteria. It is not a return forecast.

Trust Score

A calculated assessment of operator, disclosure, permission, incident and evidence factors. It is not a user rating.

Risk Level

Editorial context for material product, permission, incident and trust concerns; not personal market-risk tolerance.

Evidence Confidence

How broad and dependable the available research record is: High, Moderate or Limited. It does not mirror the score.

Research Coverage

How many of nine predefined areas were reviewed. Coverage means an area was checked, not that the result was favorable.

Current Status

Whether the researched product is Active, Limited Availability, Under Review, Discontinued, Rebranded or Merged.

Last Reviewed

The latest material product research date. Build and styling changes do not advance it.

Supported Exchanges

Product-specific venue names from current structured research. Regional eligibility and exact market coverage can differ.

Institutional Automation

Execution, routing, portfolio, treasury or trade-lifecycle infrastructure for professional organizations; not a synonym for a retail crypto bot.

Managed Strategy

A model where the provider or selected manager defines core trading decisions and the user delegates execution through connected or managed infrastructure.

On-Chain Automation

Wallet- or smart-contract-authorized actions executed through blockchain protocols rather than conventional centralized-exchange API credentials.

Signal Execution

Software that converts external alerts or webhooks into orders; it does not necessarily create or validate the upstream strategy.

Status and evidence definitions

Evidence Confidence describes the research record, not the product's expected performance. Research Coverage reports completed review areas and must not be read as a safety percentage.

Current normalized exchange coverage

This summary uses canonical exchange identifiers and current Verified or Partially Verified structured integrations. Native exchange products are separated from external API connections; historical and unable-to-verify records are excluded.

Source: Riven Trust, Dataset 2026-08.4 · August 21, 2026. Counts are product-level and do not prove identical spot, futures or regional access.

Current product summary

Version history and update policy

When material findings change, Riven Trust updates the current study, preserves the current dataset version and research date, and records substantive research changes in the research updates log. Build timestamps and presentation-only changes do not silently rewrite research history.

Source authority and reuse limits

Primary sources document what a company publishes. Regulator records are interpreted within their jurisdiction and entity scope. Independent High Authority requires a clear relevant method and accountable publisher. Independent reporting can add context without necessarily establishing technical implementation.

The exports omit unpublished analyst notes, internal queue data, private contacts, long copyrighted excerpts and internal scoring rationale not intended for publication. Product names and third-party materials remain owned by their respective rights holders.