Trace

Data Analyst Platforms

Trace, operating as hellotrace.io, is a business analytics software company that builds metric trees to automatically decompose key performance indicators and quantify the drivers behind revenue, growth, retention, and margin.

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Trace provides software that automatically builds structured models of a company's metrics to show what is driving changes in revenue, growth, and other key business numbers.

Trace, operating as hellotrace.io, is a business analytics software company that builds metric trees to automatically decompose key performance indicators and quantify the drivers behind revenue, growth, retention, and margin. The company was founded to address the problem that standard dashboards show what happened but not why, by structuring metrics into causal models. Trace's product allows users to model a business as metric trees, analyze KPIs across dimensions such as customers, products, channels, or regions, and automate variance and root cause analysis.

The company lists several notable clients on its website, including Feeld, Capsule, Veronica Beard, Chapter, Curri, The Farmer's Dog, and another unnamed brand. Customer testimonials from Capsule's Head of Insights, Veronica Beard's Senior Director of Data, and Chapter's Head of Finance are featured. As of the research cutoff date of 2025-06-05, no independent funding rounds, revenue figures, headcount, or valuation for Trace have been publicly reported in the provided dossier.

The company's website does not disclose its founding year, headquarters location, or employee count. The dossier contains no recent news articles specifically about Trace from independent sources such as TechCrunch or The Information. The company appears to be a relatively early-stage or privately held entity with a limited public footprint beyond its own marketing materials.

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Who buys this

  • Data-driven companies with complex metric hierarchies
  • Finance teams needing automated variance and root cause analysis
  • Growth and revenue operations teams analyzing funnel performance
  • E-commerce and marketplace businesses decomposing GMV or revenue drivers
  • Subscription-based businesses tracking new, renewal, and churn metrics

Publicly disclosed clients

  • Feeld
  • Capsule
  • Veronica Beard
  • Chapter
  • Curri
  • The Farmer's Dog

Strengths and what to watch

Strengths

  • Automates the decomposition of KPIs into causal drivers, reducing the time analysts spend on manual variance analysis from days to minutes.
  • Provides a structured, tree-based model that connects inputs to outcomes, making the causal structure of business performance visible across teams.
  • Allows dimensional analysis across customers, products, channels, or regions, enabling precise attribution of metric changes to specific segments.

Watch for

  • No independent funding rounds, revenue, or valuation data are publicly available, making it difficult to assess the company's financial health or scale.
  • The company's website does not disclose its founding year, headquarters location, or employee count, suggesting a very early stage or limited operational transparency.
  • Customer testimonials are limited to a small number of named clients, and there is no public evidence of a broad, diversified customer base or significant market traction.

Key Information

Industry
Data Analyst Platforms
Founded
2020
Headquarters
New York, NY. York

Frequently Asked Questions

What is Trace software and what does it do?

Trace is a business analytics platform that automatically builds structured metric trees to decompose KPIs. It quantifies what drives changes in revenue, growth, retention, and margin, helping teams understand why metrics moved instead of just what happened.

How does Trace automate root cause analysis for business metrics?

Trace models a business as metric trees, linking inputs to outcomes. It automates variance and root cause analysis by decomposing KPIs across dimensions like customers, products, or channels, reducing manual analysis from days to minutes for finance and growth teams.

What types of companies use Trace for analytics?

Trace serves data-driven companies with complex metric hierarchies, including finance teams needing variance analysis, growth and revenue operations teams, e-commerce and marketplace businesses, and subscription-based firms tracking churn and renewal metrics.

Who are some notable clients of Trace?

Trace lists clients such as Feeld, Capsule, Veronica Beard, Chapter, Curri, and The Farmer's Dog on its website. Customer testimonials from Capsule's Head of Insights, Veronica Beard's Senior Director of Data, and Chapter's Head of Finance are featured.

Is Trace a funded company with public financial data?

As of June 2025, no independent funding rounds, revenue figures, headcount, or valuation for Trace have been publicly reported. The company's website does not disclose its founding year, headquarters, or employee count, suggesting a limited public footprint.

What are the main strengths of using Trace for KPI analysis?

Trace automates KPI decomposition into causal drivers, saving analysts time on manual variance analysis. It provides structured tree models that connect inputs to outcomes, and enables dimensional analysis across customers, products, channels, or regions for precise attribution.

Sources

  1. www.hellotrace.io — Company product description, customer logos, and testimonials.
  2. ir.dynatrace.com — Dynatrace FY2026 financial results (unrelated to Trace but present in dossier).
  3. finance.yahoo.com — Dynatrace Q2 FY2026 financial results (unrelated to Trace but present in dossier).
  4. www.eqs-news.com — HelloFresh Q1 2026 financial results (unrelated to Trace but present in dossier).