Author: Sajini Annie John

Gather knowledge about the latest insights, updates, tips, and tricks in the Ecommerce industry.

How Anua Unlocked 5X AOV Growth with iCart’s Smart Cart Features

delivery customization Challenges Solutions drive results Scale business delivery customization Challenges Solutions drive results Scale business delivery customization Challenges Solutions drive results Scale business delivery customization Challenges Solutions drive results Scale business Anua is a globally recognized Korean skincare brand known for its minimalist philosophy and focus on gentle yet effective formulations. Built on the idea of simplifying skincare routines, Anua develops products that deliver visible results while avoiding harsh or irritating components, making them suitable for sensitive skin types. Initially using a traditional full cart experience, Anua transitioned to iCart’s side cart solution in August 2025, to create a more seamless and engaging shopping journey. This shift allowed customers to easily explore complementary skincare products without disrupting their browsing flow, making it more intuitive to discover items that fit into a complete routine. By surfacing relevant recommendations directly within the cart, the brand enhanced product visibility across its range. Challenges Before implementing iCart’s side cart solution, Anua faced limitations with their existing full cart experience, which created friction in the customer journey. The traditional cart setup redirected users away from product pages, interrupting their browsing flow and reducing opportunities to explore additional products. As a skincare brand built around routines rather than single-item purchases, this made it difficult to effectively showcase complementary products and encourage customers to build complete regimens. Additionally, the lack of in-cart personalization and strategic upsell opportunities meant that customers were often unaware of related products that could enhance their skincare results. This limited the brand’s ability to increase average order value (AOV) and fully leverage its diverse product range. Anua needed a more dynamic and intuitive cart experience that could seamlessly introduce relevant recommendations while maintaining a smooth and engaging shopping journey. ❌ Cart Value Barriers Low average order value (AOV) due to single-item focus Most customers completed purchases with one primary product instead of building multi-step routines. Cart abandonment near shipping thresholds Customers were not clearly informed or motivated to reach free shipping or discount thresholds. Missed savings opportunities Customers were unaware of potential value in purchasing bundled routines or multiple complementary products. ❌ Absence of Progress-Based Incentives No free shipping or discount progress bar Customers were not motivated to increase their cart value due to lack of visible incentives. Missing tiered rewards system There were no structured milestones (e.g., “Spend more to unlock offers”), reducing upsell opportunities. ❌ Ineffective Cart UI/UX (Pre-Side Cart) Full-page cart disrupted shopping flowCustomers had to leave their browsing journey, increasing friction and drop-offs. No quick add/remove functionality Users couldn’t easily modify their cart or add suggested products without navigating away. Solution To overcome these challenges, Anua implemented iCart’s side cart solution to transform their traditional cart into a high-converting, interactive experience. By replacing the full-page cart with a seamless side cart, the brand ensured that customers could continue browsing while viewing their cart, significantly reducing friction in the shopping journey. Additionally, features like product recommendations & progress bars for free shipping and discounts motivated customers to increase their cart value. By combining personalization, incentive-driven messaging, and a user-friendly interface, Anua successfully turned their cart into a powerful revenue-driving touchpoint rather than just a checkout step. To maximize their cart effectiveness, they implemented two powerful features: ✅ Progress Bar with Multi-Reward Incentives Implemented a tiered progress bar to encourage higher cart value Customers are guided with a clear message like “Add $3.10 to unlock secret offer,” motivating them to continue adding products. Generated over $5M+ in revenue through incentive-driven cart progression Used product-based rewards to align with customer intent Instead of generic discounts, Anua incentivized purchases with relevant skincare items like Dark Spot Pads and mini serums. Built visual motivation for routine expansion As customers add products, they can clearly track progress toward unlocking multiple rewards, encouraging them to build a complete skincare routine. ✅ Product Recommendations Implemented “Frequently Bought Together” recommendations Customers adding a single product (e.g., toner) are shown complementary items like serums, moisturizers, or pads to complete their routine. Generated over 275K revenue through in-cart recommendations Encouraged full skincare regimen building Instead of isolated purchases, the cart suggests step-by-step product combinations aligned with common skincare routines. Increased product discovery at the final stage By surfacing relevant items directly in the cart, Anua ensured customers explore more of their catalog without leaving the checkout flow. Results Achieved in Last 180 Days 22932 Total Store Orders 45101 Total iCart Orders 5X iCart Generated AOV 65.70% Upsell Affected Conversion Rate These improvements reflect a clear shift in customer behavior on Anua’s store. Cart abandonment reduced as shoppers discovered complementary skincare products and felt encouraged to build complete routines. Engagement also increased, with customers interacting more with in-cart recommendations and exploring relevant product pairings. Results & Impact And...Results is Our Main Clarification By implementing iCart’s cart drawer, product recommendations, and progress bar, Anua transformed its cart into a high-performing conversion touchpoint. Shopping Experience Enhancement The improved cart experience encouraged customers to discover complementary products and understand the value of sustainable beauty routines. For instance, the clear presentation of subscription savings alongside one-time purchase options helped customers make more informed decisions about their long-term hair care needs. As Anua continues to optimize its cart experience, the brand is closely monitoring: Routine-based purchasing behavior - tracking how customers move from single items to multi-step regimens Engagement with in-cart recommendations - measuring interaction with suggested products Cart value progression - analyzing how incentives influence higher spending [related_cases_slider] Ready to Write Your Success Story? Try icart App Join successful businesses like Anua and Master your delivery scheduling Delight customers with precise timing Grow your special occasion orders Expand your delivery reach

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7 Min • 28 June 2026

How to Reduce Returns on Shopify: A Complete Guide for Store Owners

Returns on Shopify are one of the quietest profit leaks in ecommerce. The sale shows up in your dashboard, you feel good for a minute, and then the refund request hits a week later. Shipping is paid both ways, the product comes back used or damaged, and the margin you thought you earned is gone. The good news? Most returns on Shopify are preventable. They come down to a few fixable things: unclear product pages, weak sizing info, delivery confusion, and a return policy that does more harm than help. This guide walks you through each lever, in plain language, so you can keep more of every sale you earn. Why Returns on Shopify Hurt More Than You Think A return is never just a refund. Every product that comes back carries hidden costs that stack up fast: Two-way shipping - you often pay outbound and return labels. Restocking labour - someone has to inspect, clean, repackage, and shelve it. Lost inventory value - around 40% of returned items can no longer be sold as new. Customer support time - back-and-forth emails, refund processing, and follow-ups. Lost trust - a bad return experience can stop a customer from buying again. Industry data from Shopify suggests reverse logistics now eats up around 30% of operational costs for many online stores. Cutting your return rate by even three or four points can free up serious cash you can put back into product, ads, or growth. The Top Reasons Customers Return Products on Shopify Before you fix returns on Shopify, you need to know why they happen. The numbers are surprisingly consistent across studies: The product did not match the description or photos Wrong size or fit Quality below expectations Changed mind or buyer's remorse Wrong item shipped Damaged in transit "Bracketing" - buying multiple sizes to keep one Did you notice something? Almost every reason on this list traces back to a gap between expectation and reality. Close that gap, and your shopify order return volume drops with it. 9 Proven Ways to Reduce Returns on Shopify Here are the nine levers that move the needle most. You do not need to do all of them at once. Start with the two or three that match your top return reasons. 1. Write Product Descriptions That Set Honest Expectations Most product pages are written like ad copy. They list features and lean on adjectives. The pages that actually reduce returns read more like an honest friend describing the product. Cover the boring details people actually care about: Exact measurements (length, width, depth, weight) Materials and what they feel like Care instructions and washing guidance What the product is not, or who it is not for 2. Add a Clear Shopify Size Chart to Every Apparel Product If you sell anything that has to fit a body, your shopify size chart is the single biggest return-reduction tool you have. Around 45% of apparel returns happen because of sizing alone. Fix that one thing and you can cut your return rate almost in half. A strong size chart does three things: Shows actual garment measurements, not just S/M/L labels Lists values in both inches and centimetres Includes a short "how to measure" guide with a visual The problem? Building a clean, mobile-friendly size chart in Shopify by hand is painful. You end up with broken tables on phones, ugly styling, or charts that do not update across products. This is where a dedicated table app makes life easier, you build the chart once and reuse it everywhere. 3. Set Clear Delivery Expectations Before Checkout A shocking number of returns are not about the product at all. They are about delivery. The order arrives late, on the wrong day, or after the event the customer needed it for. They do not want it anymore, so back it goes. Show estimated delivery dates clearly on the product page, in the cart, and at checkout. Let customers pick a slot when it makes sense cakes, flowers, perishables, gifts, and big-ticket items all benefit from this. 4. Use High-Quality Photos and Video From Multiple Angles One photo is never enough. Customers buy with their eyes, and when reality does not match the image, the product comes straight back. A solid product gallery includes: Front, back, and side views on a clean background Close-ups that show texture and stitching Lifestyle shots that show scale and context A short video (15-30 seconds) of the product in real use A Shopify guide on returns notes that user-generated photos and videos build the strongest trust because they show the product as buyers actually receive it. 5. Let Real Customer Reviews Do the Talking Reviews are the closest thing to a try-on experience your store has. Encourage them, sort them, and surface the ones that mention fit, quality, and use case. Make reviews work harder for you by: Asking for photo reviews after delivery Adding filters like "runs small" or "true to size" Highlighting reviews from people with similar body types or use cases Replying to negative reviews honestly, it builds trust 6. Improve Packaging and Quality Control Before Shipping Around 5-12% of returns are caused by damage in transit or the wrong item being shipped. Both are entirely within your control. Tighten the basics: Inspect every order before it leaves the warehouse Use protective packaging that suits the product weight and shape Double-check size, colour, and variant against the order Add a small "how to use" insert for products with a learning curve 7. Offer Exchanges Before Refunds When a customer wants to return, your first response should not be "refund issued". It should be "would an exchange work?" Save the sale by making exchanges easier than refunds: Offer free shipping on exchanges Provide a small store credit bonus (5-10%) for choosing exchange Suggest the next size or a similar product right inside the return flow Let customers swap colours, sizes, or variants without re-ordering Frequently Asked Questions 1. What is a good customer return rate on Shopify? Most Shopify stores see return rates between 17% and 20%. Apparel stores can hit 30-40%, while electronics often stay under 10%. A healthy target is to land below your category average and trend downward each quarter. 2. How do I check my return rate in Shopify? Inside your Shopify admin, go to Analytics > Reports and open the "Orders and returns by product" report. You can also calculate it manually: divide the number of returned items by the number of items sold in the same window, then multiply by 100. 3. How do I edit the order status page on Shopify? Go to Settings > Checkout > Order status page in your Shopify admin. You can add additional scripts, custom messages, FAQs, and post-purchase content. Many merchants use this space to add tracking widgets, support links, and upsell offers. 4. How can I reduce sizing-related returns on Shopify? Add a clear size chart with actual measurements, include a "how to measure" guide, surface fit-related reviews, and consider a size recommendation quiz. 5. What is bracketing and how do I stop it? Bracketing is when a customer buys multiple sizes or colours intending to return all but one. You can reduce it by offering strong sizing tools, accurate fit reviews, and gentle policy nudges like a restocking fee on multi-size orders. Final Thoughts Returns on Shopify will never hit zero, and that is fine. The goal is not perfection. It is reducing the avoidable ones. Start with the two or three changes that match your biggest return reasons. Add a size chart if you sell apparel. Rewrite your top product descriptions. Edit your order status page. Offer exchanges before refunds. Each of these small fixes compounds, and three months from now, your return rate will look noticeably healthier.

11 Min • 30 June 2026

One Product Shopify Store Conversion Checklist for Better Sales

Running a one product Shopify store sounds simple. You sell one main product, build one focused landing page, and drive traffic to one clear offer. But simplicity does not automatically mean higher sales. In fact, a one-product store has less room for mistakes. If the product page is confusing, the offer is weak, the CTA is hidden, or the checkout experience feels risky, customers may leave without buying. A one product Shopify store works best when the full shopping journey is built around one goal: helping the customer understand why this product is worth buying now. This checklist will help you optimize your shopify single product store for better conversions, stronger customer trust, and higher average order value. What is a one product Shopify store? A one product Shopify store is a Shopify store that focuses on selling one main product instead of a large catalog. The product can have variants, bundles, accessories, refills, or add-ons, but the core business is built around one hero product. For example, your store may sell: One skincare device with different color options One fitness product with bundle packs One kitchen gadget with accessories One pet product with refill packs One digital product or subscription offer The biggest advantage of a one-product store is focus. You do not need to guide visitors through multiple categories or hundreds of product choices. Instead, you can create one strong sales journey around one product, one problem, and one solution. A well-built shopify single product store can convert well because it reduces decision fatigue and keeps the customer’s attention on one clear buying decision. Why conversion optimization matters more for one product stores In a multi-product store, a visitor may browse multiple categories, compare products, and still buy something else. But in a one product Shopify store, the customer either buys your main product or leaves. That makes conversion optimization more important. Every small detail matters, such as: How fast your page loads How clear your product promise is How strong your images are How visible your CTA button is How trustworthy your reviews look How easy checkout feels How well your offer handles objections 1. Make Your Above-the-Fold Section Clear The first screen of your store decides whether visitors stay or leave. When someone lands on your one product Shopify store, they should understand three things within a few seconds: What the product is What problem it solves Why they should care Your above-the-fold section should include: A clear headline A short benefit-driven subheading High-quality product image or video Product rating or trust badge Strong CTA button Price or offer highlight One key differentiator Avoid vague headlines like: “Upgrade Your Lifestyle Today” Instead, use a specific headline like: “Remove Pet Hair From Your Sofa in Seconds” This tells the customer exactly what the product does and why it matters. For a Shopify single product store, clarity is more powerful than cleverness. Your customer should not have to scroll or guess what you sell. 2. Use Product Images That Sell the Outcome Your product images should do more than show the product. They should show the value of the product. Strong product visuals include: Clean product shots Lifestyle images Before-and-after visuals Close-up detail shots Size comparison images Product-in-use photos Packaging images Short demo videos or GIFs If your product solves a visible problem, before-and-after images can be powerful. If your product has premium materials, show close-up textures. If your product is compact, show it in a real hand, bag, kitchen, desk, or bathroom setup. For a one product Shopify store, your visuals need to replace the in-store experience. Customers cannot touch the product, so your images must answer their doubts visually. 3. Promote the Right Upsell After Purchase With SellMore Once a customer buys your product, the sales journey does not have to end there. This is where post-purchase upselling can help. For a one product Shopify store, upselling needs to be simple and relevant. Since you sell one main product, your best upsell offers may include: Refill packs Product accessories Extended warranty Gift packaging Priority shipping Care kit Bundle upgrade Second item at a discount Subscription refill offer You can use SellMore Post Purchase Upsell to show one-click upsell, cross-sell, bundle, checkout, post-purchase, thank you page, and order status page offers. The app also includes upsell funnels, AI-driven recommendations, and detailed analytics to track offer performance. This is useful because the customer has already completed the main purchase. Instead of disturbing the buying decision before checkout, you can show a relevant add-on after the order is placed. 4. Write Benefit-First Product Copy A common mistake in one-product stores is writing only feature-based copy. Features explain what the product has. Benefits explain why the customer should care. Example: Feature: Made with stainless steelBenefit: Built to last longer and resist rust during daily use Feature: 10-hour battery lifeBenefit: Use it all day without charging again and again Your product page should include both, but the benefits should lead. For a Shopify single product store, your copy should feel like a guided sales conversation. It should answer the questions customers are already thinking but may not ask directly. 5. Add a Strong Product Story A one-product brand needs a story because the whole store is built around one offer. Your product story can answer: Why was this product created? What problem inspired it? Who is it made for? What makes it different? Why is it better than common alternatives? This does not need to be long. Even a short brand story can make your store feel more real. Example: “We created this product after seeing how many pet owners struggled with hair on clothes, sofas, and car seats. Most rollers worked once and then became useless. So we designed a reusable cleaner that works every day without waste.” This type of story gives customers a reason to connect emotionally with your product. It also makes your one product Shopify store feel less like a dropshipping page and more like a real brand. 6. Use One Main CTA Across the Page Your store should not confuse customers with too many actions. For a one-product store, the main action is usually: Buy Now Add to Cart Try It Today Get Yours Now Shop Now Use one main CTA style across your page. Keep it visible above the fold and repeat it after important sections. Best CTA placement: Hero section After benefits section After reviews After pricing or bundle section Near FAQs Sticky mobile bottom bar Avoid using too many competing buttons like “Learn More,” “Explore,” “Contact Us,” and “Read Blog” in the main sales flow. A one product Shopify store should guide visitors toward purchase, not distract them. 7. Build Trust Before Asking for the Sale Trust is one of the biggest conversion factors for a one product Shopify store. Because the store sells only one product, customers may ask: Is this product real? Will it work for me? Is the store trustworthy? What if I do not like it? How long will shipping take? Can I return it? Are the reviews genuine? Add trust signals throughout the page, not only at the bottom. Important trust elements include: Customer reviews Star ratings Video testimonials User-generated content Secure payment badges Money-back guarantee Clear return policy Shipping timeline Brand story Contact details FAQ section Real product images Do not hide important trust information. If shipping takes 5-8 days, say it clearly. If returns are available within 30 days, mention it near the CTA. If your product has a warranty, show it before checkout. 8. Add Reviews That Answer Real Objections Generic reviews like “Great product!” are not enough. Your reviews should answer objections. For example: “I thought it would be too small, but the size is perfect.” “Shipping took 5 days and the packaging was good.” “I have tried other products, but this one actually worked.” “The setup took less than two minutes.” “I bought one for myself and ordered another for my sister.” These reviews help new customers feel more confident because they answer practical doubts. Use different review formats: Text reviews Photo reviews Video reviews Before-and-after reviews Reviews by use case Reviews by customer type For a Shopify single product store, reviews should not just prove that people bought the product. They should prove that people got the result they expected. 9. Optimize Your Store for Mobile Buyers Most shoppers will likely view your store on mobile, especially if you run ads from Instagram, TikTok, Facebook, or YouTube Shorts. Your mobile experience should be fast, clean, and thumb-friendly. Mobile conversion checklist: CTA button is visible without zooming Product images load fast Text is easy to read Reviews are easy to scroll Sticky add-to-cart button is enabled Checkout buttons are easy to tap No popups blocking the screen Product price is visible Variant selection is simple FAQ accordion is easy to open Do not design only for desktop. Many one-product stores look beautiful on desktop but feel crowded on mobile. Check your page on a real phone before publishing. Scroll like a customer. Tap every button. Try adding the product to cart. Test checkout. If anything feels slow or confusing, fix it. 10. Improve Page Speed and Loading Experience Page speed directly affects conversions. A slow product page can increase bounce rate and reduce sales. For a one product Shopify store, speed matters even more because many visitors come from paid ads. Every slow-loading second can waste ad spend. Speed optimisation checklist: Compress images before uploading Use WebP images where possible Avoid too many third-party apps Remove unused scripts Use lightweight sections Limit autoplay videos Test your theme speed Avoid heavy sliders Use lazy loading for lower-page images Do not overload the store with animations just to make it look premium. A clean, fast-loading page usually converts better than a slow, fancy page. 11. Add Scarcity and Urgency Carefully Urgency can improve conversions, but fake urgency can damage trust. Good urgency examples: “Sale ends tonight” “Only 12 left in stock” “Order today for dispatch tomorrow” “Limited launch offer” “Free gift available for first 100 orders” Bad urgency examples: Countdown timer that resets every time Fake low-stock alerts “Only 3 left” for weeks Too many flashing banners Use urgency only when it is true. For a Shopify single product store, trust is more valuable than short-term pressure. Customers are more likely to buy when urgency feels real and the offer feels fair. 12. Keep Navigation Simple Your navigation should support conversion, not distract from it. For a one-product store, your menu can include: Product Reviews How It Works FAQs Track Order Contact Avoid adding too many links to blogs, collections, unrelated pages, or external profiles in the main navigation. Your homepage and product page may even be the same page. That is completely fine for a one product Shopify store if the page includes everything customers need to make a buying decision. The goal is simple: keep visitors moving toward checkout. FAQs About One Product Shopify Store Conversion 1. Is a One Product Shopify Store good for beginners? Yes, a one product Shopify store can be good for beginners because it is easier to manage than a large catalog store. However, the product page, offer, and marketing need to be strong because the entire store depends on one main product. 2. How do I increase sales on a shopify single product store? To increase sales on a Shopify single product store, improve your product images, headline, CTA, reviews, page speed, mobile layout, and checkout experience. You can also use post-purchase upsells to increase average order value after the first purchase. 3. What should a one-product store homepage include? It should include a clear hero section, product benefits, product images, reviews, pricing, FAQs, guarantee, shipping details, and a strong CTA. The page should guide customers from problem awareness to purchase without distractions. 4. Can I add upsells to a One Product Shopify Store? Yes, you can add upsells such as accessories, refills, warranties, bundles, gift packaging, or second-unit discounts. Post-purchase upsells work especially well because they appear after the customer completes the main order. 5. What is the biggest mistake in a shopify single product store? The biggest mistake is assuming one product means one simple page with very little information. Customers still need clear benefits, proof, trust signals, shipping details, return policy, and strong reasons to buy.

12 Min • 23 June 2026

Shopify Inventory Report: Types, How to Pull Them, & What They Actually Tell You (2026)

Your Shopify inventory report is one of the most underused tools in your admin. Most store owners check stock levels manually and have no real visibility into which products are helping them get conversions. The reports sitting inside your analytics section can fix that, but only if you know which one to open and what to do with the numbers. Shopify has multiple built-in inventory reports, each answering a different question about your stock. Some show you the end-of-month snapshots while others give you a permanent audit trail of every adjustment ever made to your inventory. The 2026 Winter and Spring editions added real-time intelligence on top of all of this through Sidekick. Here is a full breakdown of every report type, how to access them, what each column actually means, and how to turn the data into action. What is a Shopify inventory report? A Shopify inventory report is a structured data view inside your analytics section that tracks the quantity, value, velocity, and history of your stock. These reports are generated from your store's live inventory data at the variant level, so every size, color, and option gets tracked independently. Here’s how an inventory looks inside the Shopify admin Shopify’s inventory reports show you how fast a product sells per day or what percentage of your stock you have moved. We will discuss the types of inventory in the coming section. For a full picture of how inventory fits inside your broader store operations, my Shopify store management guide covers the daily tasks that works with inventory tracking. How to pull an inventory report from Shopify? Both mobile and desktop have the same workflow to pull inventory reports Log in to your Shopify admin. Go to Analytics in the left navigation. Click Reports. Click the Category filter at the top of the report list. Select Inventory. The list now shows only inventory-related reports. Click any one to open it. The different inventory reports available in Shopify: Explained 1. Month-end inventory snapshot The month-end inventory snapshot shows the ending available quantity of every product variant at the close of each month. Available quantity means your on-hand stock minus committed units (orders placed but not yet shipped) Key columns: Product title, Variant title, Variant SKU, Ending quantity. When to use it: Use this report at the end of every month to confirm stock levels and catch variants that sold more units than you physically had in stock. If you see negative ending quantities, a product was oversold, or inventory tracking was disabled on that variant. 2. Month-end inventory value The month-end inventory value report functions like the report above, but it layers in the cost per item assigned to each variant at the time of sale. The result is the total dollar value of your available inventory at the end of the month. Key columns: Product title, Variant title, SKU, Cost, Ending quantity, Total inventory value. When to use it: Use it to understand how much capital you have in your warehouse. For Shopify inventory management, this report is the foundation of any cost-of-goods-sold analysis. 3. Inventory sold daily by product Shopify's daily inventory sold report calculates the average number of units sold per day for each variant over your selected period. The formula is simple: total units sold divided by the number of days in the range. Key columns: Product title, Variant title, SKU, Quantity sold, Ending quantity, Quantity sold per day. When to use it: Set this report to the last 30 days and sort by Quantity sold per day. The top rows are your bestsellers. For example, if a variant has 50 units remaining and a sell rate of 10 per day, you have five days of stock left. 4. Products by percentage sold The percentage sold report shows what share of each variant's opening stock you moved during the selected period. It divides total units sold by the starting quantity. Key columns: Product title, Variant title, SKU, Quantity sold, Starting quantity, Percent sold. A percent sold value above 100% means the variant was oversold. A value below 0% means the starting quantity was already negative when the period began. N/A displays when the starting quantity is zero. When to use it: Use this for seasonal planning. A summer product at 95% sold through by mid-July tells you to reorder urgently. 5. ABC product analysis The ABC analysis report assigns each variant a grade based on its contribution to revenue over the last 28 days. Shopify updates it daily. A-grade: The variants that collectively account for 80% of your revenue. B-grade: The next 15% of revenue. C-grade: The bottom 5%. Key columns: Product title, Variant title, SKU, Product grade, Ending quantity, Total value (cost), Total value (price). When to use it: Focus your restocking budget on A-grade variants first. This is what I always do. If an A-grade product that goes out of stock will negatively affect your sales. For a deeper look at how ABC analysis fits into a broader product strategy, check our Shopify analytics guide for merchants. 6. Products by sell-through rate The sell-through rate report measures the percentage of total inventory you have sold during the selected period. The formula is: Units sold / (Units sold + Units still in inventory) Shopify displays results with a two-day lag (three days for UTC+14:00 time zones) to account for data processing. Key columns: Product title, Variant title, SKU, Sell-through rate. When to use it: A high sell-through rate confirms strong demand. A low rate signals potential unsold merchandize. Use this report monthly to identify which variants are not moving and decide whether to run a promotion or discontinue the SKU entirely. 7. Inventory remaining per product This is the report I use the most. Shopify's inventory remaining report gives you an estimated number of days before each variant runs out based on current sales. It combines current stock levels with the average daily sell rate to produce a days-remaining figure. When to use it: I view this report weekly. Any variant with fewer than 14 days of stock remaining should trigger a purchase order, assuming a minimum 7-day supplier lead time. For products with longer lead times, adjust your reorder threshold accordingly. My guide to Shopify local pickup multi-location management covers how to handle stock distribution across stores. 8. Inventory adjustment changes For me, this report is the most powerful and least-read report in Shopify. It logs every single manual inventory adjustment made to your store: who made it, when, on which variant, at which location, what the adjustment reason was, and the before and after quantities. Key columns: Date, Location, Staff/app that made the change, SKU, Variant, Adjustment reason, Quantity change. When to use it: I pull this report when inventory numbers do not match expectations. A sudden drop in stock for a variant you have not fulfilled could mean a team member corrected a count error, or a receiving entry was incorrectly processed. 9. Inventory adjustments by count Where the adjustment changes report logs every individual change, the adjustments by count report rolls them up. It shows the total number of adjustments per SKU and location over a selected period. When to use it: A variant with dozens of small adjustments in a short window points to a process problem in your warehouse. A variant with one large adjustment deserves a conversation with whoever made it. Shopify inventory history report: How to track adjustment changes over time I use two reports for this purpose. Inventory Adjustment Changes (detailed, per-entry log) and Inventory Adjustments by Count (rolled-up totals). Together, they can form your inventory history analytics. An important limitation to know: historical data for inventory-based metrics only goes back to October 1, 2023, in Shopify's system. Data before that date is not available for inventory metrics. For deleted products, the rule changed in January 2026. Products deleted on or before January 14, 2026, still display their inventory data up to that date. Products deleted after January 14, 2026, no longer display inventory data past their deletion date. If you need to create custom inventory reports that go beyond these defaults, Shopify supports custom data explorations using ShopifyQL. On Advanced and Plus plans, you can build tailored views that filter by location, adjustment reason, date range, or specific SKUs. I actually use Sidekick AI assistant to write ShopifyQL queries in plain English without touching the query syntax myself. Merchants will definitely prefer this method. What plan do you need for Shopify inventory reports? All paid Shopify plans include the core inventory reports. Here is how access breaks down: Starter: Analytics are limited. Inventory reports are not accessible on the Starter plan. Basic ($39/month): Full access to all nine native inventory reports plus date filtering and CSV exports. Grow ($105/month): All Basic features plus more detailed financial reports and additional data exploration options. Advanced ($399/month) and Plus: Full Shopify/SQL access, custom data explorations, and the ability to build and save custom inventory report views. If you are on Basic or Grow and need custom reporting, apps like Report Pundit, Better Reports, and Glew can help you with custom reports. What changed in 2026: Upgrades in Shopify inventory reports Permanent adjustment history: The prior 180-day cap on inventory adjustment data is gone. All adjustment history is now stored indefinitely, which helps with annual audits. Real-time sell-through and days-of-stock calculations: Shopify's analytics now updates the sell-through rate and days of stock remaining on a near-real-time basis. This is a significant improvement over the older reporting cycle, where data could lag by days. Sidekick for inventory intelligence. Sidekick monitors your inventory data proactively. Instead of waiting for you to open a report and look for a problem, it surfaces inventory alerts and restock recommendations directly in your admin panel. You can also ask Sidekick directly: "Which products need reordering?" and get a prioritized list. ShopifyQL for inventory queries: Sidekick can now write ShopifyQL queries for inventory data, including pulling sales, sessions, and inventory data into workflows. 2,048 product variants. Shopify increased the maximum variants per product from 100 to 2,048. If you run a catalogue with complex size/color/material combinations, your inventory reports now cover the full range of variants. Flexible inventory transfers. You can now edit shipment details during transit and receive inventory from unspecified origin locations. Inventory adjustments also give a complete audit history, tracking who changed what, when, and by how much. When Shopify's native inventory reports are not enough For most stores under 500 SKUs, Shopify's built-in inventory reports cover the essentials. The problems appear for stores with 500+ products. Shopify's native reports do not include: Demand forecasting based on seasonal trends, external signals, or promotional lift. Multi-channel inventory sync reporting across Amazon, wholesale, and other platforms. Inventory value by supplier or vendor is segmented for purchasing analysis. Open purchase order tracking versus what has been received. Reorder point automation based on lead time and safety stock calculations. If you are managing 100+ SKUs or selling across multiple channels, a dedicated inventory planning tool will help. Shopify apps like Sumtracker and Prediko integrate directly with your inventory data and layer on the forecasting and multi-source visibility that native reports do not provide. For B2B and wholesale operations, inventory reporting is more important: visibility into PO status, and bulk order impact on available-to-sell stock all require tools that are not available in native Shopify reports. My Shopify B2B guide covers how to manage stock in a wholesale context in 2026. How I perform a weekly inventory review Every Monday: Open the Inventory Remaining per Product report. Flag everything under 14 days of stock. Open the Inventory Adjustment Changes report. Review the last seven days for any unusual adjustments. End of each month: Pull the Month-End Inventory Snapshot and Month-End Inventory Value reports. Save the CSV. Review the ABC Product Analysis for any grade shifts. An A-grade product that dropped to a B is worth investigating. Check the Products by Sell-Through Rate against your seasonal expectations. Automating these reviews with Shopify Flow makes the process even faster. My breakdown of Shopify Flow examples includes workflows for inventory reporting. FAQs regarding Shopify inventory reports 1. What is a Shopify inventory report? A Shopify inventory report is a built-in analytics view inside your Shopify admin that tracks stock quantities, sales velocity, percentage sold, product value, and adjustment history at the variant level. You access them through Analytics > Reports > Category: Inventory. 2. Does Shopify have an inventory report? Yes. Shopify has built-in inventory reports that help merchants track stock levels, inventory value, sell-through rate, days of stock remaining, and inventory adjustments. These reports are enough for most small to mid-sized stores that need basic inventory visibility without adding another app. 3. How to print an inventory report in Shopify? To print an inventory report in Shopify, go to Analytics > Reports, open the inventory report you want, click the three-dot menu, and choose Print. You can either print it directly or save it as a PDF, depending on your device settings. 4. How do I pull an inventory report from Shopify? Go to your Shopify admin, click Analytics, then Reports, then use the Category filter to select Inventory. Choose the specific report you need, set your date range, and optionally export it as a CSV using the Export button in the top right corner. 5. What are the different types of Shopify inventory reports? Shopify includes nine native inventory reports: Month-End Inventory Snapshot, Month-End Inventory Value, Inventory Sold Daily by Product, Products by Percentage Sold, ABC Product Analysis, Products by Sell-Through Rate, Inventory Remaining per Product, Inventory Adjustment Changes, and Inventory Adjustments by Count. 6. What is the Shopify inventory history report? Shopify does not have a single report named "inventory history." The history functionality lives in the Inventory Adjustment Changes report, which logs every manual and automated stock change with a full audit trail. As of the Winter 2026 edition, this history is stored permanently with no cap. 7. What is the best inventory app for Shopify? For small and mid-sized stores, Shopify’s native inventory tools are enough. For stores with 500+ SKUs, apps like Stock Sync, EasyScan, Syncio, Cin7, or SKULabs are worth considering.