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Metric Attribution Platform

Which segment moved your metric last week?

Golden Analytics connects to your data warehouse and tells you the exact driver of any metric change, in plain language. Stop building one-off charts for every stakeholder question.

Free plan available. Connect your warehouse and run your first attribution today.

The Problem

Every data team is stuck in the same loop

Stakeholders ask "why did X change?" and your team spends days building a one-off chart. Then they ask again next week.

Hours lost to ad-hoc analysis

Root-cause investigation means pulling data from five sources, writing SQL, building a chart, and explaining it in a Slack thread that nobody remembers next month.

Fragmented metrics across tools

Your revenue lives in Snowflake, product data in BigQuery, and CRM in Salesforce. Getting a unified view of why any metric moved requires stitching three systems manually.

Data teams become bottlenecks

When every stakeholder question routes through the data team, analysts become the slowest point in every decision cycle. The questions pile up faster than you can answer them.

How It Works

From question to answer in minutes, not days

Golden Analytics connects to your warehouse, learns your metric definitions, and delivers attribution automatically.

1

Connect your warehouse

Point Golden Analytics at Snowflake, BigQuery, Redshift, or Databricks. We read your schema and surface your metric tables automatically. No ETL, no data duplication.

2

Define your metrics once

Use our metric layer to declare ARR, DAU, conversion rate, or any custom KPI. We handle the attribution logic: segment trees, time windowing, and statistical confidence.

3

Ask in plain language

Stakeholders type their question. Golden Analytics runs the attribution analysis and returns a ranked list of drivers with confidence scores and supporting data, ready to share.

Features

Built for the questions that actually matter

Every feature is designed around one goal: getting you from metric change to root cause in the time it takes to write an email.

Automated metric attribution

Decompose any metric change into its contributing segments automatically. No custom SQL per question. Golden Analytics runs the full attribution tree and ranks drivers by impact.

Natural language querying

Ask any data question the way you would ask a colleague. The NL layer translates to a structured attribution query against your warehouse, no prompt engineering required.

One-click stakeholder reports

Package any attribution result into a shareable report with context, charts, and driver narrative. Stakeholders get the answer without needing to access the data tool themselves.

Warehouse-native security

Your data never leaves your warehouse. Golden Analytics queries in-place using your existing credentials and row-level security. Built with enterprise access controls in mind.

Integrations

Works with the warehouse you already have

Connect in minutes to the modern data stack. No migration, no new infrastructure.

See all integrations

Early Access

Trusted by early-access teams

Our early-access cohort includes data teams who were spending hours on root-cause analysis. Here is what they found.

"Root-cause analysis used to take our team four hours of digging through Snowflake. With Golden Analytics we get the same answer in about 30 minutes, and our stakeholders can read the report themselves without pinging us."
Analytics Lead Growing SaaS company, from our early-access cohort
"Before Golden Analytics, every weekly revenue review required our data team to prep a custom breakdown. Now we run attribution automatically before the meeting and the discussion is about decisions, not methodology."
Head of Operations B2B software company, from our early-access cohort

Stop guessing why your metrics move

Join our early-access program and get attribution answers for your metrics in the same day you connect your warehouse.