The Problem
Too Much Data.
Too Much Opportunity.
Thousands of Signals | Hundreds of Audience Options | Endless Campaign Options
"We don't lack data."
We just can't act fast enough. We miss the moments.
How LESS Works
Always On. Always Acting.
LESS is an autonomous AI layer permanently embedded in your CDP — not a dashboard you check, but an engine that never sleeps.
Lives in the Data
LESS is permanently embedded inside your Liminal CDP, continuously ingesting every customer record, transaction, and behavioral signal.
Watches Behavior Signals
Tracks pageviews, VDP views, form fills, media engagement, click patterns, and hundreds more real-time website events per customer.
Understands Lifecycle History
Cross-references every signal against a customer's full sales history, service records, equity position, and lifecycle stage.
Detects Opportunities
Surfaces upgrade candidates, at-risk customers, conquest opportunities, and service retention windows — automatically.
Predicts Intent
Uses intent models and lifecycle patterns to score each customer and predict what they'll do next before they do it.
Takes Action
Triggers personalized engagement sequences across email, SMS, CTV/OTT, social, direct mail, and AI agents — the right message at the right moment.
The Solution: One Platform. All Connected.
Human Limitsless → Limitless
CDPs didn't go far enough. We don't need more data — we need a system that can act on it. That's what LESS delivers inside Liminal.
LESS Powers:
- Predictive Audiences built in real time
- Intent Models from CDP behavior data
- Lifecycle Pattern recognition
- Engagement Triggers fired automatically
- One-to-One instant activation
- AI Agent deployment at the right moment
What LESS Knows
Now We Don't Guess — We Know
LESS gives you a complete, real-time picture of every customer's status and intent across your entire dealership database.
- Who's in market right now
- What they're actively doing
- What they're most interested in
- Where they are in the buying journey
- When to reach them for maximum impact
- Which channel will convert them