Eureka Score AI Rankings

AI-powered insight ranking that surfaces hidden data gems.

SURPRISINGRELEVANCEPREDICTIVEEFFECT SIZEALL METRICS

HOW IT WORKS

Why the Best Insight Should Find You First

Eureka Score automatically ranks the insights in your dataset by how much they matter, not simply by how easy they are to find. The ranking system uses a combination of predictive power, effect size, relevance, surprise, sample size, and contextual importance. Every impactful data combination is assessed for rankings, ensuring you never miss a critical finding.

Browse diagnostics for any column that helps teams quickly identify what deserves attention, understand why it matters, and uncover valuable insights they never thought to ask for. You don't need to know the right question. With Eureka Score, the data ranks itself and does most of the contextual and statistical heavy lifting. All you have to do is shape the story.

3.platform
Moderate Insight Urgency
AI Score Highlight: This column has findings in the upper ranges of relevance score.
Finding Highlight: 82% of "platform" → "chatgpt" records were "0-89" for "avg prompt word count"
Highlight Reason: Most ChatGPT conversations use brief prompts (0-89 words), suggesting users prefer short, direct questions.
More Value Findings:
• 92% of "platform" records were "chatgpt"
• 6% of "platform" records were "gemini"
• 2% of "platform" records were "grok"
HIDDEN GEMS

Insights You'd Never Find

Eureka Score doesn't wait for the right question. It mines every insight and relationship in your dataset (including two-variable breakouts you'd never think to run) and ranks the surprising, unexpected ones right alongside the obvious. The best insight is usually the one you didn't know to look for, and now it finds you first. Go beyond basic, single-variable analysis and find unexpected patterns and overlooked discoveries automatically.

REAL SIGNALS

Signals, Not Guesswork

Every impactful insight in your dataset is scored using real signals including predictive power, effect size, relevance, surprise scores, and other importance rankings. Scores are weighted in context against the rest of the dataset, so the highest-ranked insights represent what truly stands out, not simply anomalies that look interesting in isolation. It's a ranking you can actually trust, insight after insight.

COLUMN DIAGNOSTICS

Diagnostics for Every Column

Every column gets a holistic Eureka Score, rolled up from every insight and relationship inside it, so you know at a glance which variables are worth your time. See exactly why a column ranked the way it did, plus its single best insight and impact. The high level view guides you straight to the most valuable areas of your dataset. You can go column by column to get an overall view in seconds and a report in minutes.

The insights are already in your data.

Ask your data anything. Get real findings ranked by impact, with AI reports your team can present and share on the spot.