What the Better Reports Shopify app actually does
Better Reports is a reporting layer that sits on top of your Shopify data. It ships with dozens of built-in report templates and a builder that lets you create custom ones across sales, inventory, customers, payouts, taxes, tags, and metafields.
You can schedule any report to land in your inbox or a Google Sheet daily, weekly, or monthly. There is also a free "build it for me" service where their team writes a custom report to your spec.
That is genuinely useful. If you run a store doing a few hundred orders a month and Shopify's stock reports can't answer a question — say, revenue by product variant minus discounts, filtered to one sales channel — Better Reports will get you that table without a spreadsheet export and a pivot.
Better Reports pricing for an operating store
The app is subscription-priced by store size and feature depth. According to the Better Reports listing on the Shopify App Store, the Basic plan is $19.90/month, Grow is $39.90/month, Advanced is $149.90/month, and Plus is $299.90/month, each with a 14-day trial.
For a store running real volume, the honest comparison isn't the sticker price. It's the time you spend every week assembling numbers by hand versus the subscription — and whether the report you get actually changes a decision.
A report that tells you which products sold is a record. A report that tells you which products made money after ads and fulfillment is a decision. Most reporting apps, Better Reports included, deliver the first and leave you to do the second.
Where a reports app genuinely helps
Reporting apps earn their keep on questions that live entirely inside Shopify:
- Tax and compliance — sales tax collected by jurisdiction, ready for your accountant.
- Payout reconciliation — matching Shopify payouts to orders and fees.
- Inventory movement — units sold by variant over a window, for reorder planning.
- Discount and refund tracking — how much margin your promos actually gave away at the top line.
If that is your whole need, a reports app is a reasonable buy. The ecommerce business intelligence hub walks through how these reporting tools fit alongside the rest of your stack.
The gap every Shopify reports app shares
Here is the structural limit. Shopify knows your revenue, your discounts, your refunds, and your Shopify Payments fees. It does not know what you paid Meta and Google to get the order, and it does not know what Printify or Printful charged you to make and ship the product.
A reports app can only report on data it can reach. So it can show you a beautiful "sales by product" table — and that table is blind to the two biggest variable costs a print-on-demand store carries: ad spend and supplier cost.
That means the number you most want — profit per order, per product, per campaign — is the one number no standard Shopify reports app can compute on its own. You end up exporting the report, then stitching in ad spend from the ad managers and product cost from your supplier by hand.
Walk the numbers: what the report doesn't show
Say you run a POD apparel store doing 340 orders a month at a $31 average order value, with $2,800 a month in Meta ad spend. A reports app shows revenue of about $10,540 and your best "top sellers" list.
Now add the costs it can't see. On the Basic plan, Shopify Payments charges 2.9% plus 30¢ per transaction, per Shopify's published pricing — about $1.20 on a $31 order. Put the full per-order economics together:
| Line | Amount |
|---|---|
| Revenue (AOV) | $31.00 |
| − Product + print (Printify) | −$12.00 |
| − Shipping | −$4.50 |
| − Payment fee (2.9% + 30¢) | −$1.20 |
| = Margin before ads | $13.30 |
| − Ad spend per order ($2,800 ÷ 340) | −$8.24 |
| = Profit per order | $5.06 |
The reports app stops at the top of that table. The $5.06 — the number that decides whether you scale this product or kill it — only appears once ad spend and supplier cost sit in the same view as the order. Get the full method for that in the ecommerce performance analytics guide.
Better Reports vs. an AI employee that acts on the numbers
This is the real decision at the bottom of the funnel: do you want a tool that prints a report, or someone who reads every number and does something about it?
PodVector AI gives you Victor, an AI employee rather than one more report you have to open. Victor connects to Shopify, Meta Ads, Google Ads, Printify, Printful, Gelato, and Klaviyo — so he sees every order, every ad dollar, and every supplier cost together, and computes the true per-order profit that a Shopify-only reports app structurally cannot.
Victor is not a dashboard you have to interpret. He delivers reports straight to your Google Drive, and he can act on what he finds — with your approval on every change. He can pause a losing Meta campaign, shift Google Ads budget, adjust a price or discount in Shopify, or build and send a Klaviyo flow, and he drafts customer-support replies for you to approve before they send.
In other words, a reports app tells you the top three products by revenue. Victor tells you which of those three actually make money after ads and fulfillment — and then, once you say go, moves spend toward the winner. Because product costs from Printify, Printful, and Gelato are known before the first sale, that profit math is right from order one, not after you've reconstructed it.
If your weekly email digest is the habit you're trying to replace, compare how that lands in Shopify email reports versus a system that reads the report for you.
How to choose
Pick a reports app like Better Reports if your need is genuinely report-shaped: tax filings, payout reconciliation, inventory exports, and scheduled tables of Shopify's own data for your accountant or ops team.
Choose an AI employee if your real question is profit and action: which products and campaigns make money, and what do I change this week? A store on the Shopify Plus dashboard tier especially feels the gap, because volume makes manual profit math unworkable.
Many operators end up running both for a while — a reports app for the compliance exports, and Victor for the profit decisions — then drop the reports they stopped opening once the profit view is doing the real work.
Put Victor to work on your store's true profit →
FAQs
Does the Better Reports Shopify app show profit?
Not true profit. It reports on data inside Shopify — revenue, discounts, refunds, Shopify Payments fees — so it can show gross sales and, with manual cost fields, a rough gross margin. It cannot pull your Meta and Google ad spend or your Printify/Printful supplier costs automatically, which are the two costs that decide a POD order's real profit. You'd export the report and stitch those in by hand.
How much does Better Reports cost?
Per the Shopify App Store listing, plans run from $19.90/month (Basic) up to $299.90/month (Plus), with Grow at $39.90 and Advanced at $149.90, and a 14-day trial. The right tier depends on your store's order volume and how many custom reports you need.
Is a reports app enough, or do I need something more?
If your need is tax, payout, and inventory reporting on Shopify's own data, a reports app is enough. If your need is knowing the true profit on each product and campaign — and acting on it — you need a system that also reads your ad accounts and supplier costs, because a Shopify-only reports app can't see them.
What's the difference between Better Reports and PodVector AI?
Better Reports is a reporting app: it builds and schedules reports from Shopify data. PodVector AI gives you Victor, an AI employee who connects Shopify, Meta Ads, Google Ads, Printify, Printful, Gelato, and Klaviyo, computes true per-order profit, delivers reports to your Google Drive, and makes approved changes across those platforms. One prints the numbers; the other reads them and acts.
Can PodVector AI replace my reports app?
For profit decisions, yes — Victor sees costs a reports app can't and delivers the report to your Google Drive. For narrow compliance exports like jurisdiction-level sales tax, a dedicated reports app may still be the cleaner tool. Many stores run both and keep whichever they actually open each week. If you also run referral or partner traffic, see how a Shopify affiliate dashboard fits the same picture.