Early access for Shopify brands
What each product earns after costs and ad spend
Connect Shopify, add your product costs and link your Google, Meta and TikTok ad accounts. See contribution profit by product and by week, not just revenue.
Get early accessNo payment, no card, no app to install.
- Read-only access to your store
- Every number checkable against Shopify
- A real person behind every report
See which products your ads are losing money on.
Profit per product after ad spend, built from your Shopify and ad account data. You can see, and change, how every dollar was assigned.
| Product | Net sales | Product cost | Ad spend aimed at this product | Profit after ads | Margin after ads | How assigned |
|---|---|---|---|---|---|---|
| Linen Throw | $19,460 | $7,006 | $3,890 | $8,564 | 44.0% | |
| Stoneware Mug, 12 oz | $8,830 | $2,649 | $1,315 | $4,866 | 55.1% | |
| Oak Serving Board, L | $5,874 | $2,643 | $3,980 | −$749 | −12.8% | |
| Beeswax Candle, 3-pack | $5,480 | $1,918 | $640 | $2,922 | 53.3% | |
| Wool Blanket, Rust | $4,320 | $2,160 | $2,610 | −$450 | −10.4% | |
| Jute Rug, 5×8 | $3,960 | $1,980 | $1,315 | $665 | 16.8% |
Acquisition and brand spend not tied to a product: $4,120, shown at order and channel level.
In the product you type a rule in plain words. This preview plays three prepared examples; it is not connected to a live system.
- Works from your ad accounts and Shopify. No pixel to install.
- Every number shows how it was calculated.
- Change a rule and history updates to match.
Get early accessIn development. No payment, no card, no pixel to install.
Three answers you would have each week
- 1
Contribution profit per product
Revenue less cost of goods, shipping, payment fees, refunds and attributed ad spend, for every product and variant.
- 2
Products that sell but lose money
Best sellers by revenue that turn negative once ad spend and returns are counted, so you can fix price or pause the ads.
- 3
Profit by channel by week
Meta, Google, email and organic side by side, with the products that drive each.
How it compares
Shopify reports revenue and, if you enter costs, gross margin. It does not know what you spent on ads or what shipping and returns cost you per product. Profit needs all of those in one place.
| What you can do | Shopify reports | Report apps | Bluegill Triple Primein development |
|---|---|---|---|
| Gross margin by product | Yes, if you enter costs | Yes | Yes |
| Shipping, fees and refunds per product | No | Rare | Yes |
| Ad spend attributed to products | No | No | Yes, from Google, Meta and TikTok |
| Contribution profit by week and channel | No | No | Yes |
| A person checks numbers with you | No | Support tickets | Yes, by message |
Based on Shopify's documented reporting features and public app listings, as of October 2026. Our column describes what is being built.
How it works
- 1
Connect your store
Read-only access to your Shopify orders, products, customers and inventory. Nothing is changed in your store.
- 2
Ask in plain words
Describe the report or decision you want. An AI agent builds it from your data and shows its working.
- 3
Check it with a person
If a number looks wrong, message us. A real person on the team checks it against your Shopify admin with you.
Get early access
Tell us about your store. We will reply within one business day and may ask for a 20-minute call. Merchants we interview get six months free at launch.
Questions merchants ask
Is this live today?
No. Bluegill Triple Prime is in development. We are talking to merchants first so we build the reports and decisions they actually need. Early access is a waiting list, not a product you can log into yet.
What access does it need?
Read-only access to your Shopify orders, products, customers and inventory through Shopify's API, and for profit reporting, read-only access to your ad accounts. Nothing in your store is ever changed.
Can I check the numbers?
Yes. Every report shows the data it used and the query it ran, so you can compare it with Shopify's own reports. If something does not match, a person on the team looks at it with you.
What will it cost?
We are testing $49 to $149 a month. The thank-you page asks which you would expect to pay. Nothing is charged now, and merchants who take a call with us get six months free at launch.
Who is behind it?
Strata Business Intelligence LLC, a small team that builds reporting for ecommerce businesses. A real person reads and answers every email.
What happens to my details?
We use your email to reply and to invite you to a call. Your store URL and order range tell us what kind of stores are interested. The privacy notice lists everything collected and how to have it removed.