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A stronger strategy starts
with a deliberate universe.

Asset screener

Research what an asset holds, how it is structured, and which history is available. Bring that context into every model you build.

Interactive example · sample data

A considered universe.

Start with what an asset actually holds.

More screening filters
4 of 4 sample assets
AssetExposureStructure
VTIVanguard Morningstar Total Stock Market ETFU.S. equitiesRIC
VXUSVanguard Total International Stock ETFInternational equitiesRIC
BNDVanguard Total Bond Market ETFU.S. bondsRIC
GLDSPDR Gold SharesPhysical goldGrantor trust

Explore locally. Nothing here creates a model, executes a run, or places a trade.

Open the asset screener

Look beyond the ticker.

Search and filter the supported catalog across the attributes that affect an allocation decision. A missing value remains a missing value: inspect coverage and evidence before treating a field as fact.

Exposure
Asset class, geography, sector and granular tags
Structure
Legal structure, issuer and leverage
Tax classification
Reported tax form and available evidence
History
Available price dates, sources and limitations

Backfills

Extend the history.
Keep the assumptions.

When an asset has limited observed history, define a backfill from a supported source. Specify the transformation, review the splice, and keep that synthetic period distinguishable from observed data.

The source may behave differently from the target asset. A longer window is useful only when you understand what the extension assumes.

History provenance · illustrative view

A longer view, with a visible boundary.

Illustrative asset history · no returns shown

Source → Target
Earlier periodFirst observed price
Backfilled
Observed
Assumption
Proxy source and transformation
Review
Splice date, source, limitations

Backfilled history is synthetic. It is not the asset’s observed performance.

From your universe to a model.

Use the symbols you have researched when defining a model’s universe. The model build validates the referenced assets and inputs; the screener provides context for your selection. Research and model construction remain explicit steps.

Explore allocation models →

Know the limits of the catalog.

Supported assets
Inspect the current catalog for supported U.S.-listed stocks, ETFs and funds. Coverage is not a promise that every listed instrument is available.
Freshness
Check the price date on the asset and the data date on the run. Histories and metadata can have different update times.
Broker compatibility
Broker-format exports support an execution workflow. They do not verify broker acceptance or track asset tradability.
Research your universeRead the methodology