The 10 Best True Apps for Shopify

The top 10 apps merchants see when they search the Shopify App Store for true, in the exact order the store ranks them. Only Shopify's organic ranking is shown, never sponsored ads.

Updated September 8, 2026 · Organic ranking

Shopify knows one number about what a thing cost you: a single cost per item on each variant, which its own guidance says should exclude tax, shipping and other costs. Gross profit is then net sales minus that figure, and nothing in the formula has a term for advertising, transaction fees or the freight you paid to get the stock. That is the entire native picture, and it is why the reported margin on a healthy-looking store can be so unlike its bank balance.

There is a sharper detail underneath, and it is the one worth acting on today. Profit is reported only for items that had a cost recorded at the moment they sold. Filling in cost per item now does nothing for last year, so a store that has been trading with the field empty has no historical profit to analyse and no app can reconstruct it. If you take one thing from this page, populate that field before you shop for anything.

  1. 1 TP: True Profit Analytics logo

    TP: True Profit Analytics

    5.0 (900 reviews) · Free trial available

    TrueProfit tracks accurate Net Profit with real-time analytics

  2. 2 True Fit: AI Size Guidance logo

    True Fit: AI Size Guidance

    4.5 (22 reviews) · Free

    Size recommendations powered by shoppers, enhanced by AI.

  3. 3 True COGS: Cost of Goods Sold logo

    True COGS: Cost of Goods Sold

    5.0 (4 reviews) · Free plan available

    The cost field moves on. Your ledger doesn't

  4. 4 Bloom Profit Analytics logo

    Bloom Profit Analytics

    5.0 (39 reviews) · Free trial available

    True profit calculator: Attribution + Cost and expense tracker

  5. 5 True2Size: Chart & Recommender logo

    True2Size: Chart & Recommender

    5.0 (3 reviews) · Free

    Size recommendation that reduces returns and builds confidence

  6. 6 Stockroom ‑ Purchase Orders logo

    Stockroom ‑ Purchase Orders

    5.0 (46 reviews) · Free

    Automate purchase orders, inventory management, MRP & more!

    Built for Shopify
  7. 7 Juicy Profit Analytics logo

    Juicy Profit Analytics

    4.9 (75 reviews) · Free plan available

    Profit Analytics Dashboard with Ad Attribution and ROAS

    Built for Shopify
  8. 8 Origin: Attribution & Profit logo

    Origin: Attribution & Profit

    5.0 (29 reviews) · Free trial available

    UTM & Meta ads attribution w/ true ROAS and net profit

    Built for Shopify
  9. 9 Metorik: Analytics & Reports logo

    Metorik: Analytics & Reports

    5.0 (48 reviews) · Free trial available

    Sync Costs, see true Profit. Reporting Dashboard with Exports

  10. 10 TrueROAS ‑ AI Ad Attribution logo

    TrueROAS ‑ AI Ad Attribution

    4.7 (88 reviews) · Free to install

    Scale Ads and Cut Waste while Optimizing with AI

Compare the top 3 head-to-head

All app comparisons →

What to look for in a True app

Fill in cost per item first, then decide
Every app here reads that field or asks you to import the same data. Populating it gives you native gross profit and margin by product for free, which for a lot of stores is most of the answer. Whatever you buy afterwards, it will work better on a catalogue where the costs are already there.
Which costs it can actually see
The differences in this category are entirely about what gets added to the calculation: advertising pulled from ad platforms, payment fees, shipping actually paid, returns, and the cost of stock that arrived at a different price. Check each against your own P and L, because a profit figure missing your largest cost line is more dangerous than no figure at all.
One cost per variant is a simplification
If you buy the same item at different prices across batches, a single cost field is an average somebody has to maintain. Ask how the app handles that, and how often the number needs updating, because this quietly decides whether the reporting stays true after the first month.

Frequently asked questions

Which is the best True app for Shopify?

Based on the Shopify App Store's own organic ranking for "true", TP: True Profit Analytics currently holds the #1 spot, with a 5.0 star rating across 900 reviews. The best choice for your store still depends on your requirements, so compare the top results above.

How is this ranking determined?

We record the organic results merchants actually see when searching the Shopify App Store for "true", refreshed daily. Shopify's own sponsored ("Ad") results are excluded, so positions reflect its real search ranking rather than paid promotion. Source: the Shopify App Store search results for "true", you can verify the current ranking there yourself.

Which True apps are Built for Shopify?

3 of the top 10 true apps hold the Built for Shopify badge: Stockroom ‑ Purchase Orders, Juicy Profit Analytics, Origin: Attribution & Profit.

What does the Built for Shopify badge mean?

Built for Shopify
Built for Shopify is the highest level of recognition Shopify awards an app. To earn the badge, an app must meet Shopify's standards for safety, performance, ease of use, and proven usefulness: it cannot slow down the admin, storefront, or checkout, must integrate seamlessly into the Shopify admin, and must demonstrate quality through installs, reviews, and ratings over time. When comparing similar apps, preferring ones with the badge is a safe default. Learn more about the Built for Shopify badge →

As of September 8, 2026, the top-ranked true app on the Shopify App Store is TP: True Profit Analytics, with a 5.0 star rating across 900 reviews. 3 of the top 10 carry the Built for Shopify badge, and the average rating is 4.9 stars across 1,254 reviews.

Related keyword rankings

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Rank higher on the Shopify App Store

Rankbase helps Shopify app developers track keyword positions, analyze install click data, and optimize app listings to rank higher in the Shopify App Store.

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Built by Craftshift

Rankbase is made by Craftshift, a Shopify Partner building apps for product images, variants, and bulk catalog work. We built Rankbase to track the App Store rankings of our own apps first, then opened it to other developers, and this directory grew out of that work. The rankings on these pages are Shopify's own organic search results; we never edit them, including for our own apps.

Craftshift apps on the Shopify App Store