About MarketCatalyst

Coverage is solved.
Comprehension is not.

MarketCatalyst is a market-intelligence platform for people who have to form a view, not just retrieve a number. We assemble institutional-grade data across equities, estimates, filings and macro, hold it to a single standard of provenance, and deliver the interpretation alongside the evidence rather than leaving it as an exercise for the reader.

38
Ingestion pipelines

Scheduled jobs feeding the platform each session.

4
Primary sources

Market, fundamental, regulatory and macro.

10
Quarters per name

Reported history behind every earnings view.

400
Days retained

Rolling history under a published policy.

Our position

The constraint moved

For most of the last decade the binding constraint in market research was access. Fundamentals were expensive, filings were awkward to parse, and real-time pricing was a subscription most participants could not justify. That constraint is gone. Data is abundant, cheap and, in aggregate, largely undifferentiated.

What did not scale with it is interpretation. A screen can tell you a position is down four percent, that consensus moved, that a filing landed after the close — and still leave the analyst to reconstruct, manually and from memory, which of those facts is the cause and which is the coincidence. That reconstruction is the actual work, and it remains almost entirely unautomated.

We treat that gap as the product. The platform is built so that the reasoning travels with the data: the same system that ingests the number is the one that explains it, against the same normalised record, with the source attached.

How it is produced

From vendor to view

  1. 01

    Acquisition

    Pricing, fundamentals, estimates, ratings, ownership, corporate actions and macro series are drawn on their own cadences — intraday where the market demands it, on the filing clock where the regulator sets it.

  2. 02

    Normalisation

    Vendor payloads are reconciled onto a single company record with one identifier, one calendar and one set of units, so figures from different providers can be compared without silently disagreeing.

  3. 03

    Derivation

    Surprise and revision history, relative strength, breadth, regime and clustered analyst conviction are computed in-house from the normalised record — never inherited from a vendor's own scoring.

  4. 04

    Interpretation

    A language model writes the read over that derived record. It explains evidence already present on the screen. It does not forecast, it does not rank, and it does not recommend.

Standards

What we hold ourselves to

Attributed by construction

Every figure carries the provider that produced it. Provenance is a property of the data model, not a footnote added at the end.

Regulatory filings at source

Ownership, insider activity and material events are read from EDGAR directly rather than from a summariser's paraphrase of it.

Governed retention

History is retained under explicit, auditable windows. Forward calendars are structurally excluded from expiry so scheduled events cannot be pruned.

Continuous assurance

Every endpoint and every upstream vendor is probed on an ongoing basis. Degradation is surfaced as a state of the platform, not discovered by a user.

Scope

Where we draw the line

MarketCatalyst is a research and information platform. It is deliberately not an advisory business, and the distinction is architectural rather than legal boilerplate.

  • We are not a registered investment adviser. We do not manage client assets and we provide no personalised recommendations. Nothing in the platform is investment advice.
  • We do not execute. There is no order routing and no brokerage relationship. Research happens here; the trade happens wherever you already trade.
  • We do not issue calls. The platform explains what the market and the filings say. It does not tell you what to own, and it is not a stock-picking or alert service.
  • The judgement stays with you. Trading equities and options carries risk. Consult your own financial adviser before acting on anything you read here.

Built to be argued with.

Every read the platform writes is traceable to the figures underneath it — so you can check the reasoning, not just accept it.

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MarketCatalyst is a data and research provider for informational and educational purposes only — not investment advice.