LunitonAI - Autonomous Decision Intelligence
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Decision Intelligence for Scaling Shopify Stores

Stop Scaling Your
Shopify Store the Old Way

data-driven decisionsdata-driven decisions

The smarter way to run e-commerce—where scaling is driven by signals, not assumptions, dashboards, or delayed reports.

Read-only access. No automated changes.

Why dashboards fail during scale

Dashboards describe what already happened. They don’t explain what breaks next as complexity compounds.

DECISION READY
Recommended Action
Prevent Stockout: Hero SKU
Impact
+$4,200

Sales velocity for "Midnight Black Hoodie" increased 40% this week. Default reorder point is too late.

Next Priority
Cut Ad Spend: Underperforming AdSet
Total Revenue
$42,350
Sessions
14,205
Conv. Rate
2.1%
AOV
$85.00
Spend
$12,450
ROAS
3.4
CPA
$24.50
Margin
48%
LTV
$120
Bounce Rate
45%
Inventory
$150k
Return Rate
8%
RAW DATA

Analysis Paralysis

Endless charts. No clear direction. You're left guessing which metric matters most.

Clear Execution

One clear signal. One high-impact action. The complexity is handled for you.

The Real Problem

You don't lack data.
Most teams scale on the wrong conclusions.

Most problems don’t announce themselves as problems — they show up as “good-looking” numbers first.

Unseen Scaling Risks

Strong sales masked an incoming stockout
→ $4,200 lost revenue

High ROAS on low-margin SKUs scaled aggressively
→ Cash flow erosion

Acquisition volume looked great
→ LTV/CAC collapsed unnoticed

Recommended Decisions

Prioritizes by financial impact
Not by clicks. Not by vanity metrics.
Generates execution-ready tasks
Translates insights into concrete options.
Learns from your store's data
While keeping decision authority with you.

Signals Cross-Analyzed Continuously

Not checked in isolation. Evaluated in context.

Decisions Re-evaluated as Data Shifts

Conclusions update when reality changes.

Risk Surfaces Before Revenue Drops

Detection happens upstream of financial damage.

See the Decisions That Looked Right — Until They Didn’t.

Connect your store and uncover where growth is quietly working against you — before revenue makes it obvious.

No credit card Read-only access 14 days free trial
Continuous Financial Intelligence

Prevent Bad Decisions From Compounding as You Scale

We continuously evaluate how your ads, revenue, customers, and inventory interact — not in isolation, but in context.
The system flags when a “working” decision is about to turn into a costly one, so you can correct course before the damage compounds.

How Decisions Break at Scale

Each system exists to catch a different class of decision failure before it compounds.

ASSUMPTION FAILURE
Cash Flow Reality
Expenses
⚠️ Cash Crunch Predicted
Today+3 Months

Cash Flow Reality, Not Optimism

The system stress-tests your assumptions against projected revenue, expenses, and timing — so expansion decisions don’t quietly corner your cash flow.

TIMING MISMATCH
Ad Spend
High
Stock Level
Low
!
Stockout in 48h

Demand Without Fulfillment Is a Trap

Prevents growth decisions that look profitable on the dashboard but collapse due to inventory timing. Identifies when sales velocity and replenishment timelines fall out of sync.

FOCUS MISALLOCATION
Impact Filter: ON
Restock "Summer Tee"+$5.2k
Kill Ad Set "Broad 2"+$1.4k
Update Footer LinkLow

Decision Priority, Not Task Lists

Surfaces which decisions matter now based on financial impact — not urgency or noise. Ensures attention is allocated where delay is most expensive.

FALSE SIGNALS
ROAS (Stable)
Margin (Shrinking)
Context missing

Prevents scaling spend based on incomplete efficiency signals.

When Spend Looks Efficient — But Isn’t

Detects when channel performance masks margin erosion or diminishing returns. Flags budget decisions that appear efficient in isolation but degrade profitability over time.

NO FEEDBACK LOOP
30-Day Decision Impact
Price Change (+10%)
Impact Verified

Memory for Your Business Decisions

Tracks the long-term financial impact of every major change. Turns past decisions into evidence — so future conclusions are grounded in what actually worked, not intuition.

GROWTH QUALITY
Before Scale
Repeat Rate45%
AOV$85
After Scale
Repeat Rate12%
AOV$68

Not All Growth Is Good Growth.

Reveals when revenue expansion comes at the cost of customer quality and future profitability. Flags scaling decisions that trade durable customers for short-term wins.

The Decision Moment

This Is Where
Most Profit Is Lost.

When something changes in your store, the system doesn’t flood you with metrics. It isolates the decision at risk, explains why it changed, and shows the financial downside of acting too early — or too late.

  • ROAS drops — but only on high-margin SKUs

  • Demand spikes — without inventory to support it

  • Costs rise — quietly compressing contribution margin

These moments don’t feel dangerous.

They feel ambiguous.

That’s why most decisions are made on instinct, not evidence.

Bad data doesn’t lose money.
Bad decisions do.

The system forces economic clarity at the exact moment a decision is required — so you don’t guess under pressure.

Designed to reduce expensive mistakes — without taking control away from you.

Live Monitor
09:41 AM
Decision Timing Critical
If You Act Now
Pause Campaign A

ROAS decline driven by frequency saturation on high-margin SKUs

Frequency saturation → CPC spike → Margin protected
5-day impact-$480
Pattern observed 3× before
If You Wait
No change

Margin compression continues while inventory spend remains fixed

CPC inflation + fixed inventory costs → Margin erosion accelerates
5-day impact-$2,870
Loss accelerates after 48h

The cost of delay is higher than the cost of intervention.

Empirical Evidence

Built for Brands That Can’t Afford Guesswork

High-growth Shopify merchants use our system to detect silent risks, pressure-test assumptions, and act before revenue is compromised.

The inventory alerts alone saved us $20k in Q4. We avoided a stockout on our bestseller in the middle of Black Friday.
Mike Rodriguez
I used to spend 4 hours a week digging through Shopify reports. Now I get a Monday morning briefing with exactly what I need to do.
Sarah Chen
It spotted a Google Ads anomaly where we were burning $500/day on a broken landing page. It paid for itself in one notification.
Michael Torres
The inventory alerts alone saved us $20k in Q4. We avoided a stockout on our bestseller in the middle of Black Friday.
Mike Rodriguez
I used to spend 4 hours a week digging through Shopify reports. Now I get a Monday morning briefing with exactly what I need to do.
Sarah Chen
It spotted a Google Ads anomaly where we were burning $500/day on a broken landing page. It paid for itself in one notification.
Michael Torres
It spotted a Google Ads anomaly where we were burning $500/day on a broken landing page. It paid for itself in one notification.
Michael Torres
Finally, a tool that tells me *what to do*, not just what happened. It's the decision support I've always needed.
Jennifer Walsh
The customer segmentation is brilliant. It automatically identified our 'VIP' tier and we saw a 40% lift in our next email campaign.
David Kim
It spotted a Google Ads anomaly where we were burning $500/day on a broken landing page. It paid for itself in one notification.
Michael Torres
Finally, a tool that tells me *what to do*, not just what happened. It's the decision support I've always needed.
Jennifer Walsh
The customer segmentation is brilliant. It automatically identified our 'VIP' tier and we saw a 40% lift in our next email campaign.
David Kim
I used to spend 4 hours a week digging through Shopify reports. Now I get a Monday morning briefing with exactly what I need to do.
Sarah Chen
It spotted a Google Ads anomaly where we were burning $500/day on a broken landing page. It paid for itself in one notification.
Michael Torres
Finally, a tool that tells me *what to do*, not just what happened. It's the decision support I've always needed.
Jennifer Walsh
I used to spend 4 hours a week digging through Shopify reports. Now I get a Monday morning briefing with exactly what I need to do.
Sarah Chen
It spotted a Google Ads anomaly where we were burning $500/day on a broken landing page. It paid for itself in one notification.
Michael Torres
Finally, a tool that tells me *what to do*, not just what happened. It's the decision support I've always needed.
Jennifer Walsh

Make Fewer Expensive Mistakes.

Most profit isn’t lost to bad data — it’s lost to decisions made too early, too late, or on the wrong signal.
This system exists to prevent that.

Read-only access. No automation. No blind execution.

LUNITON
LunitonAI - Autonomous Decision Intelligence

Built for Shopify merchants who manage real cash flow.

© 2026 LunitonAI. All rights reserved.

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