L · Leakage
U · Unification
C · Causality
I · Illumination
D · Decision

PredictEasy LUCID™ Report

Revenue Drivers
Identify What Moves Revenue

From revenue data to actionable drivers. Regression and SHAP reveal what moves the needle. Pareto shows concentration. Seasonality uncovers patterns.

Primary Driver
SHAPRegion, product, channel
Pareto
80/2020% products, 80% revenue
Seasonality
HeatmapMonth × region
Fusion
Multi-SourceGA4, HubSpot, internal

I — Illumination · Sample data

Supporting data.

Example data that illustrates the analysis. PredictEasy pivots, charts, and explains this structure from your own datasources.

ProductRevenue ($K)Share %UnitsGrowth %
Widget A42038840022
Widget B31028620012
Widget C2202044008
Other150143000-2

C — Causality · Charts support hypothesis

Findings with evidence.

Each finding is backed by a chart that supports the hypothesis.

Revenue share by product — Pareto

Top 3 products drive 86% of revenue; Pareto holds.

O — Outcomes · What you achieve

Every insight leads to action.

PredictEasy turns your data into these outcomes. No data science team required.

What drives revenue? Region, product, channel, marketing spend

Pareto: 80% of revenue from 20% of products

Seasonality heatmap: month × region

Anomaly detection on revenue outliers

C — Capabilities · How it works

Key capabilities.

PredictEasy delivers these capabilities out of the box.

Capability

Regression + SHAP

Regression workflow predicts revenue. SHAP explains which features matter most.

Capability

Pivot with Sparklines

Region × quarter with inline trends. valueDisplayMode for share of total.

Capability

Fusion (Multi-Source)

Join GA4, HubSpot, and internal revenue. NLP-to-SQL for natural language queries.

I — Illumination · Features

Features included.

Waterfall: YoY revenue change by regionSankey: region → product flowCorrelation: revenue vs units, marketing spendgoalTrack: gross margin vs target

Data sources

Connect your data from google analytics, hubspot, databricks, link. PredictEasy unifies fragmented signals into a single view.

D — Decision · Get started

From analysis to action.

Ready to get started?

Find Your Revenue Drivers

Connect your datasource, run your first analysis, and see results in minutes. No data science team required.

PredictEasy LUCID™ · Finance · 4 datasources

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