🚀 Free Cowork Plugin

Shopify Dashboard
for Claude Cowork

Live P&L + Product Performance dashboards powered by your real Shopify & Google Ads data.

No extra software, no monthly fees. Built for dropshippers starting out — just connect two free tools and type "setup dashboards".

📊Daily P&L

🎯Product ROAS

✂️Draft Candidates

💡Price Suggestions

⚡Live Data

🆓Free Plugin

What does this plugin do?

Two live dashboards inside Claude Cowork that refresh with one click. No spreadsheets, no exports, no extra tools.

📊

Daily P&L Dashboard

Revenue, COGS, COGS payment fee, transaction fees, ad spend and net profit — day by day. Expand each day to see a full per-product breakdown.

💡

Suggested Price Hints

When a product's margin is too low, the P&L shows the exact minimum price needed + a psychologically rounded suggestion — e.g. "→ €47.20 (€49.95)".

🎯

Product Performance

All active products with Google Ads ROAS vs. Shopify ROAS — 7, 14 and 30 day windows. Sortable, searchable, with refund tracking per product.

✂️

Draft Candidates — 3 Modes

Fix: min. spend + max. ROAS. CPA: break-even CPA × factor. Hybrid: both. Switch modes directly in the dashboard — no rebuild needed.

☑️

Bulk Draft in One Click

Select underperforming products, click "Draft selected" — Claude sets them to Draft in Shopify via the Admin API. Instantly gone from the active list.

⚙️

Fully Configurable

TX fee, COGS fee, draft thresholds, ROAS color bands, margin thresholds, psychological price endings — all set at setup, all adjustable.

What you need

Three things — two of which you probably already have. Windsor.ai's free plan is enough.

🤖

Claude Cowork

The desktop app that runs this plugin. Dashboards live as "Live Artifacts" — pages that refresh with your real data every time you open them.

Required · Paid plan

Download Claude for Desktop

Open Cowork mode

Install this plugin (.plugin file)

🛍️

Shopify Connector

Connects your Shopify Admin API to Cowork. Claude reads orders, products and COGS — and can bulk-set products to Draft without opening the Shopify admin.

Free · Shopify account required

In Cowork → Settings → Connectors

Add the Shopify connector and authorize

Fill in "Cost per item" on your Shopify products — this is your COGS. Without it margins can't be calculated.

📈

Windsor.ai Connector

Windsor.ai pulls your Google Ads data into Cowork. The free plan includes 3 connectors — you only need the Google Ads one, so free is plenty.

Free plan works · Google Ads only needed

Connect your Google Ads account in Windsor.ai

In Cowork → Settings → Connectors → Add Windsor.ai

Authorize Windsor.ai in Cowork

⚠️

Note: Claude Cowork uses each connector only once.
You can connect one Shopify store and one Windsor.ai account at a time. This is a platform limitation — not the plugin. For most solo dropshippers with one store, this is not an issue.

🆓

No extra software needed

If you're starting out with a single Shopify store, this plugin replaces expensive analytics dashboards. P&L, ROAS tracking and product decisions — all in one place.

🔒

Your data stays yours

Dashboards read directly from Shopify and Windsor.ai via Cowork connectors. No third-party servers, no data stored outside of Cowork.

📦

One store, one plugin

Optimized for a single-store setup because Cowork supports one connector per service. Perfect for solo dropshippers and small teams just getting started.

📊 Daily P&L — Demo

Sample data only — no real store numbers. This is exactly what the live artifact looks like in Cowork.

Daily P&L – Demo Store · Cowork Live Artifact

📊 Daily P&L – Demo Store

From

19.05.26

25.05.26

🔄 Refresh

Revenue

€4,287

COGS

€1,543

Gross Margin

61.4%

TX Fees

€236

COGS Fee

€45

Ad Spend

€892

Net Profit

€1,571

ROAS (Google)

3.8x

ROAS (Shopify)

4.8x

Orders

⚠️ COGS Missing

▼ Mon 25/05/26 8 €743€267 €7.74 37.6%62.4% €40.87€148 €28037.7% 3.9x5.0x

Product	Revenue	COGS	COGS %	Margin %	Gross Profit
Slim Fit Suit Black ID: 8834521098 ↗	€139.95	€38.50	27.5%	72.5%	€101.45
Men's Polo Shirt White ×2 ID: 8834522341 ↗	€79.90	€38.00	47.6% → €63.33 (€64.95)	52.4%	€41.90
Chino Trousers Beige ID: 8834519876 ↗	€59.95	€14.20	23.7%	76.3%	€45.75
Winter Jacket Navy ID: 8834517234 ↗	€189.95	€72.00	37.9%	62.1%	€117.95

▶Sun 24/05/26 6€612€221€6.41 37.2%62.8%€33.66€124 €22636.9%4.1x4.9x

▶ Sat 23/05/26 ⚠️ 9€834⚠️— ——€45.87€198 ——2.8x4.2x

▶Fri 22/05/26 11€921€334€9.69 37.3%62.7%€50.66€187 €33936.8%3.6x4.9x

▶Thu 21/05/26 5€418€187€5.42 45.9%54.1%€22.99€142 €6014.4%0.8x2.9x

TOTAL (7 days)47 €4,287€1,543€44.75 37.6%61.4%€235.79€892 €1,57136.6%3.8x4.8x

⚠️

COGS Warnings

Days and products missing "Cost per item" in Shopify are flagged with ⚠️ — easy to spot and fix with a direct link to the product.

💡

Suggested Price

When a product's margin (incl. COGS fee) is below your green threshold: "47.6% → €63.33 (€64.95)" — exact minimum price, then rounded to the nearest psychological price.

🔗

Direct Shopify Links

Every product ID links directly to the Shopify admin product page — click it to fix COGS or update the price.

🎯 Product Performance — Demo

Sample data only. Shows all active Shopify products with Google Ads ROAS vs. actual Shopify revenue.

Product Performance – Demo Store · Cowork Live Artifact

🎯 Product Performance – Demo Store

🔄 Refresh

Period: 30 days ▼

Draft mode: Fix ▼

🔍 Search products…

2 selected

✂️ Draft selected

281 products · 14 draft candidates (Fix: spend ≥ €25, ROAS S < 1.7)

	Product	Spend 30d	Rev G 30d	ROAS G	Rev S 30d	ROAS S	Units	Refunds	COGS %	Margin
	Slim Fit Suit Black ID: 8834521098	€312	€1,247	4.0x	€1,539	4.9x	11	€0	27.5%	72.5%
	Winter Jacket Navy ID: 8834517234	€287	€1,148	4.0x	€1,329	4.6x	7	€0	37.9%	62.1%
	Chino Trousers Beige ID: 8834519876	€198	€743	3.8x	€899	4.5x	15	€0	23.7%	76.3%
	Men's Polo Shirt White ID: 8834522341	€143	€429	3.0x	€519	3.6x	13	€39.95	47.6%	52.4%
	Linen Shirt Light Blue ID: 8834523109	€89	€267	3.0x	€359	4.0x	9	€0	31.2%	68.8%
	Dotted Tie ⚠️ Draft ID: 8834528834	€67	€48	0.7x	€39.95	0.6x	1	€0	44.1%	55.9%
	Socks Set 5-Pack ⚠️ Draft ID: 8834529012	€52	€0	0.0x	€0	0.0x	0	€0	—	—
	Brown Leather Belt ⚠️ Draft ID: 8834530187	€44	€31	0.7x	€29.95	0.7x	1	€0	38.1%	61.9%
… 273 more products

🔄

3 Draft Modes

Fix: spend ≥ €25 + ROAS < 1.7 · CPA: break-even CPA × factor · Hybrid: both. Switch directly in the dashboard — no rebuild needed.

☑️

Bulk Draft in One Click

Select products → "Draft selected" → Claude updates them via Shopify's GraphQL API. They disappear from the active list immediately.

📅

7 / 14 / 30 Day Windows

Switch the time window with a dropdown. Spend, revenue, ROAS, units and refunds all update for the selected period.

⚙️ How to set it up

One-time setup guided by Claude. After that both dashboards are live and refresh on demand.

Install the plugin

Download the .plugin file and install it in Cowork. Claude detects the plugin automatically.

Connect Shopify

Cowork → Settings → Connectors → Shopify. Authorize with your store. Then fill in "Cost per item" on your Shopify products — this is your COGS data.

Connect Windsor.ai

Sign up free at windsor.ai → connect Google Ads → then add the Windsor.ai connector in Cowork. Free plan (3 connectors) is enough.

Type "setup dashboards"

Claude walks you through the config and builds both live artifacts automatically. Takes about 2 minutes.

⚙️ Everything is configurable at setup

Store handlemy-shop-de

CurrencyEUR

Transaction fee rate5.5%

COGS payment fee2.9%

Draft min. spend€25

Draft max. ROAS S1.7×

Draft CPA factor1.5×

ROAS green from3.0×

Margin green from60%

Psychological price endingsx4.95 and x9.95

Ready to get started?

Free plugin · Requires Claude Cowork + Shopify + Windsor.ai (free plan works)

⬇️ Download Plugin (shopify.plugin)

Install .plugin file in Cowork

Connect Shopify + Windsor.ai (Google Ads only)

Type "setup dashboards" — Claude does the rest

Questions? Drop them in Discord or Skool 👋

Built & shared by

Ultra™

ultratm

Add me on Discord to ask questions or share feedback

Shopify Dashboardfor Claude Cowork

Daily P&L Dashboard

Suggested Price Hints

Product Performance

Draft Candidates — 3 Modes

Bulk Draft in One Click

Fully Configurable

Claude Cowork

Shopify Connector

Windsor.ai Connector

No extra software needed

Your data stays yours

One store, one plugin

COGS Warnings

Suggested Price

Direct Shopify Links

3 Draft Modes

Bulk Draft in One Click

7 / 14 / 30 Day Windows

Install the plugin

Connect Shopify

Connect Windsor.ai

Type "setup dashboards"

⚙️ Everything is configurable at setup

Ready to get started?

Shopify Dashboard
for Claude Cowork