For Shopify merchants running Meta catalog ads Meta catalog ads

Your Meta catalog ads are burning budget on products that don't sell.

Sned matches Meta product-level spend with Shopify orders and inventory to show which products to prune, preserve, or protect.

Run your Waste Audit See how Sned works
For Shopify merchants on Meta catalog ads. Billed through Shopify.
Flagged today
14 products
Flagged / day
$71.30
admin.shopify.com / apps / sned / overview
30-day flagged spend
$4,280.00
Scenario →
Scenario lift
+0.8×
Actual ROAS
1.6×
Scenario
2.4×
Tracked SKUs
1,847
Last sync
14m ago
Catalog distribution · last 30d ROAS BAND
Prune14
$2,143 / $0
0.0×
Preserve82
$3,902 / $7,610
1.9×
Protect412
$8,420 / $26,304
3.1×
Built on the stack you already run
Shopify
Meta Ads
Product Feed
Inventory API
Order Sync
The problem

Product-level reporting helps. The reconciliation is still missing.

Meta can show product-level spend and attributed conversions. Shopify shows orders and stock. Sned matches the same products across both, so you can see whether the products receiving spend are the products driving observed sales.

01

Product reporting is only half the answer.

A Product ID breakdown is useful. The remaining work is matching the same products, dates, orders, and inventory across Meta and Shopify.

02

Inventory and reporting move on different clocks.

Catalog and inventory updates can land at different times. Sned keeps stock context beside the spend and order view.

03

The reconciliation still lives in spreadsheets.

You can rebuild the match by hand. The hard part is doing it consistently enough to act on current evidence.

See it on your data

Run a Waste Audit and see exactly what Sned would have caught.

Connect Shopify and Meta. Sned matches your last 30 completed days of product spend with observed orders and inventory, then shows which products would have met your rules. It is a historical estimate, not a guarantee of future savings.

01Connect

Install on Shopify

OAuth into Shopify Admin. Pulls products, orders, and inventory.

Authenticated · 30s
02Connect

Link your Meta ad account

Product-level reporting access. Supported catalog actions remain bounded, authorized, and logged.

Read scope · 45s
03Audit

Back-test 30 completed days

Matches Meta product IDs to Shopify SKUs and replays what would have been flagged.

scanning 30d…
04Review

See what would have been caught

Flagged products, flagged spend, actual vs scenario ROAS, and a recommended plan.

Waiting
Back-tested flagged spend · last 30 completed days
$4,280.00
The example rules would have flagged 14 products averaging $71.30/day in zero-revenue spend. Historical estimate, not a guarantee of future savings.
Actual ROAS
1.6×
Scenario ROAS
2.4×
Flagged
14 / 508
Suggested plan
Growth
Top flagged products · for merchant review
30d Sorted by flagged spend
Product Spend Revenue ROAS Days flagged Reason Decision
Crewneck Sweatshirt
CGS-HG-M
 $612.00 $0.00 0.0× 28 Zero revenue Prune
Linen Wide-Leg Pant
LWP-BN-30
 $538.00 $28.00 0.1× 37 Below 1.20× Prune
Canvas Tote
CT-NAT
 $482.00 $0.00 0.0× 19 Zero revenue Prune
Cotton Polo
CP-NV-L
 $392.00 $294.00 0.7× 21 Below 1.50× Preserve
Merino Beanie
MB-OLV
 $461.00 $0.00 0.0× 31 Zero revenue Prune
Wool Throw Blanket
WTB-CHR
 $318.00 $0.00 0.0× 16 Zero revenue Prune
Selvedge Denim Jacket
SDJ-RW-S
 $224.00 $246.00 1.1× 22 Below 1.50× Preserve
Back-tested on your own data. This is the spend the example rules would have flagged for review.
* Illustrative figures · completed-day windows only
Run your Waste Audit  
The decision system

Three recommendation lanes. Clear next steps.

Products with sufficient matched evidence receive a Prune, Preserve, or Protect recommendation. Items with incomplete evidence stay visible for review instead of being forced into a lane.

Prune
ROAS < 1.20×

Ad spend is accumulating, but these products are not generating attributed revenue.

Recommended action: Review for exclusion
  • Zero or near-zero revenue across the lookback window
  • After confirmation, applies the supported action to the selected Meta product set
  • Classification refreshes after each successful sync
Preserve
1.20× – 2.50×

Borderline performers. Real revenue, thin margin. Worth keeping, worth watching.

Recommended action: Hold & monitor
  • Stays live, flagged for review, tracked day-over-day
  • Inventory checks flag SKUs about to stock out
  • Moves to Prune review when fresh evidence meets your rule
Protect
ROAS ≥ 2.50×

Your winners. Don't touch them, and make sure nobody else does either.

Recommended action: Shield & alert
  • Kept separate from products under Prune review
  • Inventory context stays visible beside performance
  • ROAS changes remain visible after the next sync
How Sned works

Fresh evidence in. Clear product decisions out.

Sned keeps Meta spend beside Shopify orders and inventory, then turns the matched evidence into a clear next review.

STEP 01

Keep data current

Sned refreshes completed-day Meta spend and matches it with Shopify products, orders, and inventory.

Runs to your plan's refresh cadence
STEP 02

Prioritise the catalog

Each product with sufficient matched evidence receives a Prune, Preserve, or Protect recommendation, with the supporting evidence kept beside it.

Recalculated after successful syncs
STEP 03

Choose how to act

Review and confirm manually on Starter. Growth and Scale add configurable automation for eligible rules.

Manual or automated · by plan
STEP 04

Apply exclusions

Confirm guarded exclusions. Sned records them locally and updates only the selected supported Meta product sets.

You confirm · guarded Meta action
STEP 05

Monitor

Freshness indicators, data-quality signals, and a sync receipt for every cycle.

Ongoing · audit trail
Built for operators

No guesswork. No surprise writes. Every action is logged.

Intentionally narrow: read approved Shopify and Meta data, keep exclusion state in Sned, and update only selected supported Meta product sets through guarded actions.

Completed-day windows only

We never act on partial-day data — spend isn't evaluated until the day closes, so flags reflect what happened.

Store-local day close · timezone from Shopify

Sync receipts on every cycle

Every sync writes a timestamped receipt — rows read, matched, flagged, errors. The answer's in the log, not a ticket.

Timestamped · up to 90d evidence

Shopify Admin workflow

Review lives inside Shopify Admin, next to your products. No new tool, no second source of truth.

App-embedded · native admin chrome

Merchant-confirmed actions

Manual actions require confirmation. Automation runs only after you enable it and authorise eligible rules.

Manual confirm · opt-in rules on Growth+
Last sync · receipt #4218
2026-05-24T03:14:08Z · 1.2s
Shopify rows1,847 / 1,847
Meta rows512 / 512
Matched508
Newly flagged3
Exclusions applied0 awaiting confirm
Errors0
Next sync09:14 UTC
Window2026-04-24 → 05-23
Pricing

Pricing that scales with your catalog, not your headcount.

Every self-serve plan starts with a 7-day trial. Billing is handled through Shopify.

What your audit is worth

Flagged spend compared with the Growth
~0.0× as much as the plan cost.

Flagged spend / day
$71
Plan cost / day
$3.30
Based on Growth · 30 completed days observed Total flagged: $4,280
0%
Difference vs plan cost
on Growth · monthly avg
Starter
$49/ month

For solo operators starting to clean a manageable catalog.

  • 500 active products
  • 30-day lookback
  • Daily sync cadence
  • 1 Meta ad account
  • Manual confirm workflow
  • Sync & action history
Start 7-day trial
Most popular
Growth
$99/ month

For growing catalogs that need faster refreshes and configurable automation.

  • 2,000 active products
  • 30-day lookback
  • Sync every 3 hours
  • Configurable automation for eligible rules
  • Sync & action history
  • Standard email support
Start 7-day trial
Scale
$199/ month

For large catalogs that need hourly refreshes and priority support.

  • 5,000 active products
  • 30-day lookback
  • Hourly sync cadence
  • 1 selected primary Meta ad account
  • Everything in Growth
  • Priority email support
Start 7-day trial

More than 5,000 active products?

Scale is capped at 5,000 active products for launch. Contact us to discuss fit before installing.

Contact us  
All plans · 7-day trial · billing handled through Shopify · cancel from Shopify Admin anytime
Frequently asked

Answers, before you ask.

Does Sned pause or edit my Meta ads directly?
No. Sned does not edit campaign budgets, targeting, or creative. Supported catalog actions are limited to explicitly selected product sets and are recorded.
Which ad platforms are supported?
Sned supports Shopify + Meta catalog ads. Google, TikTok, and Pinterest catalog ads are not currently supported.
What does the Waste Audit actually measure?
The audit matches your last 30 completed days of Meta product spend with observed Shopify orders and inventory, then applies the example rules. It is a historical estimate, not a guarantee of future savings.
Is automation available on every plan?
Starter keeps actions manual. Growth and Scale add configurable automation for eligible rules. Supported provider changes remain bounded, authorized, and recorded.
How is billing handled?
Billing runs through Shopify, so the Sned subscription appears on the same invoice as your Shopify plan. Plan changes require Shopify approval; you can cancel using controls Shopify provides or by uninstalling the app.
What data does Sned read and store?
Sned stores the product, variant, inventory, order-line, Meta performance, decision, and audit data needed to operate. It does not intentionally store shopper email, phone, address, or full customer profiles.
What happens to a Pruned product if it starts selling again?
Sned recalculates the recommendation after successful syncs. If the evidence changes, the product can move to a different review bucket; prior actions remain visible and merchant-controlled.

Stop paying for products that aren't paying you back.

Back-test your last 30 completed days and see which SKUs Sned would have flagged for review.

Run your Waste Audit  See how it works
7-day trial · billing through Shopify · cancel anytime from Shopify Admin