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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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8 Min • 29 July 2026

How to Use the Shopify and Perplexity Integration to Drive Sales?

Buyers have stopped going to Google and searching for products to buy. They ask Perplexity and other AI platforms one question and buy whatever it recommends. The Perplexity Computer Shopify connection now works in two directions: Your catalog can appear inside Perplexity answers, Perplexity Computer can run store tasks on your behalf. Most merchants have set up neither, which is exactly why I’m adding this guide. What does the Shopify and Perplexity integration mean? Perplexity and Shopify connect in two separate ways. One is a sales channel. The other is an agent that works inside your store data. The sales channel side is Perplexity Shopping. Your product data reaches Perplexity through Shopify Catalog, and shoppers see products with images, pricing, and review summaries inside the answer. The agent side is Perplexity Computer. Computer connects to hundreds of tools, and Shopify is one of them. You give it a task in plain language, it breaks the job into subtasks across multiple models, and it delivers finished work. How does Perplexity decide which products to recommend? Perplexity pulls product data from retailer feeds, merchant sites, and reviews, then builds its answer. For Shopify merchants, Shopify Catalog automatically syncs your product data to connected AI platforms, including Perplexity, ChatGPT, and Google AI Mode. Product information is more important. If a SKU has no GTIN, a vague description, and four reviews, Perplexity has almost nothing to work with, and it will favour a competitor with complete data. I look for three signals. Structured product data. Product identifiers, Google product category, materials, dimensions, and accurate price and availability. Review depth. Perplexity summarizes pros and cons from customer reviews. Contextual descriptions. A spec list tells the model what the product is made of. A description that names the buyer and the use case tells it who the product is for. Shopify’s own insight says that AI-referred shoppers convert at almost 50% higher rate than organic. Set up the Perplexity and Shopify connection step by step 1. Run an agentic readiness check Shopify has a free tool to check if your product page is ready for AI-selling. Do an agentic readiness check first. 2. Confirm Shopify Catalog is populated Catalog is the delivery mechanism. It syndicates whatever sits in your product records, so incomplete records travel straight into AI answers as incomplete records. 3. Open Agentic Storefronts in your Shopify admin Catalog makes products discoverable. Go to Settings > Sales Channels, and review each AI channel individually. Agentic has been rolled out for merchants this year. 4. Add Perplexity Make Perplexity a sales channel in Agentic. You can also add other AI platforms like Copilot and ChatGPT. 5. Let AI crawlers through Check robots.txt and any bot-blocking rules in your CDN or security app. Blocking AI crawlers will impact your sales significantly when customers are searching for your product on AI platforms. 6. Test with real buyer prompts Pick fifteen questions your customers actually ask, run them in Perplexity, and note where you appear and where a competitor does. I do this every week for stores that I’m working for. Manual testing gives you ground truth that no dashboard provides yet. If you are working through the same setup for OpenAI's ecosystem, my ChatGPT Shopify integration guide covers Instant Checkout and the merchant application side in detail. Optimize your Shopify store for AI search engines like Perplexity and SearchGPT The work that helps you optimize your Shopify store for AI search engines like Perplexity and SearchGPT is the same, which is the good news. Start with product pages. Replace generic claims with specifics a model can extract: who it suits, what problem it solves, what size or spec range it covers, and how it compares to the obvious alternative. Add a short FAQ block to product and collection pages, with the question as a heading and the answer in two or three sentences. Mark it up with an FAQ schema. Collection pages deserve real text. A collection with a title and nothing else gives Perplexity no reason to understand your products. Write a minimum of 150 words explaining what belongs in the collection and who buys from it. In my experience in 2026, comparison content is the strongest lever most stores ignore. Buying guides, category comparisons, and honest product versus product pages match the exact shape of questions people bring to AI search. My full walkthrough on answer engine optimization for Shopify stores breaks down the schema types, FAQ patterns, and topical clusters worth building first. What does the Perplexity Computer Shopify connector do for merchants? The Perplexity Computer Shopify connector gives an agent read and write access to your store data. You enable it once from the Connectors panel and complete OAuth. Computer treats work as tasks rather than chats. You describe an outcome, it plans the subtasks, routes each one to a suitable model, and hands back a finished deliverable. Tasks can run on a schedule whether or not your laptop is open. Here are the five tasks I always set up first: Weekly catalog gap audit. Ask it to list every product missing a GTIN, product category, or description longer than a set word count. An updated catalog is the biggest factor in AI visibility. Bulk description rewrites. Feed it your brand voice rules and let it draft AI-readable descriptions for your products. Review everything before publishing. Competitor price and positioning monitoring. Set a recurring task that checks competitors and flags where you are underperforming. Review mining. Have it read recent reviews, add the common reviews together, and turn them into FAQ entries for the matching product pages. Monday morning report. Orders, refunds, stock risks, and the best-sellers, delivered as a document before you open the admin. Turn High-Intent AI Traffic Into Bigger Orders Visitors arriving from AI search platforms are often ready to buy, making the cart the perfect place to increase order value. Most carts only show products... iCart can show revenue-boosting offers. Try Free Till 100 Orders iCart Cart Drawer Cart Upsell helps you convert that intent with relevant upsells, product bundles, and free-shipping progress bars built directly into the cart. Measure whether Perplexity is actually driving sales I track these four things for Perplexity and any other AI platforms when it comes to tracking sales. Citation rate. Your appearance counts across your fifteen test prompts, checked monthly. Referral sessions from perplexity.ai in GA4, segmented separately from other AI referrers. PayPal Instant Buy orders, reconciled against your Shopify revenue so nothing goes uncounted. Catalog completeness, as a percentage of SKUs with full required fields. It is the leading indicator for everything above. Movement in citation rate usually shows up thirty to sixty days after catalog fixes land. Judge the channel on that timeline, not on week two. Where to start this week Perplexity Computer for Shopify work pays off fastest when you focus on what you want. Run the readiness check, fix your best-sellers, add it as a sales channel, and set one recurring Computer task to update your catalogue. The merchants who benefit from AI recommendations right now are the ones whose product data is clean when the channel opens. FAQs 1. What is the Perplexity Computer Shopify connector? The Perplexity Computer Shopify connector is an integration that lets Perplexity's agent platform read and act on your Shopify store data. You enable it from the Connectors panel in Computer. Once connected, you can assign store tasks such as auditing product data, drafting descriptions, or generating sales reports. 2. What is the price of Perplexity Computer to run a Shopify store? The Computer is available to Perplexity Pro, Max, and Enterprise subscribers. Pro subscribers receive full access, while Max subscribers get monthly credits and higher spend limits. Pro is priced at $20/month, and Max costs $200/month. 3. How is optimizing for Perplexity different from optimizing for ChatGPT or SearchGPT? The underlying work overlaps almost entirely. Complete structured data, genuine reviews, contextual descriptions, and FAQ content improve visibility across Perplexity, ChatGPT, and Google AI Mode. The differences sit in checkout infrastructure and opt-in requirements, not in content strategy. 4. How long before the Shopify and Perplexity integration shows results? Expect thirty to sixty days between catalog improvements and a measurable change in citation rate. Feed syndication is fast, but AI engines need time to re-crawl, re-evaluate, and accumulate review signals before they start recommending a store consistently. 5. Can Perplexity Computer make changes to my store without approval? It can if you grant write scope and do not require confirmation. Configure Computer to check in before executing write actions, start with read-only reporting tasks, and expand permissions only after you trust the output.

8 Min • 4 August 2026

Shopify Payments vs PayPal: Which One Will Cost You Less in 2026?

The difference between Shopify Payments and PayPal can look tiny on a pricing page. Across hundreds or thousands of orders, it can become a serious operating cost. I have seen merchants focus only on the processing rate while overlooking Shopify’s additional transaction fees, PayPal’s pricing structure, currency conversion, and dispute costs. This comparison breaks down the numbers that matter in 2026 so you can see which option protects more of your margin. Shopify Payments vs PayPal: The short answer Shopify Payments is cheaper per order in almost every scenario. It is also the only way to avoid Shopify's extra transaction fee. PayPal costs more but brings buyers who will not enter a card number in a store they have never heard of. This is how I always use both these options. Shopify Payments as your processor with PayPal switched on as a wallet option. Shopify Payments vs PayPal Comparison ComparisonShopify Payments: Card paymentsPayPal Wallet through Shopify PaymentsOnline processing rateStandard cards: 2.9% + 30¢ on Basic, 2.7% + 30¢ on Grow, and 2.5% + 30¢ on Advanced. Premium cards cost 3.5%, 3.3%, and 3.1% + 30¢, respectively. International cards add 1%.Starting at 3.49% + 49¢ on Basic, Grow, and Advanced.Additional transaction feeNone None when PayPal is offered through Shopify Payments. PayPal transactions are excluded from Shopify’s third-party transaction fee when Shopify Payments is active. Dispute or chargeback fee$15 USD, returned if the merchant wins the chargeback.$15 for a standard dispute and $30 for a high-volume dispute.Currency conversion1.5% for US Shopify Payments stores when the payment currency differs from the payout currency.3% for PayPal Wallet through Shopify Payments in the United States. “Around 3% to 4%” is unnecessarily vague for this specific integration.AvailabilityShopify’s current supported-country page lists 40 countries and regions, not 39.PayPal Wallet through Shopify Payments is available only in the United States and France. What Shopify Payments actually costs in 2026 Shopify Payments has no monthly fee and no setup cost. You pay a card processing rate that drops as you move up plans. Shopify Payments Fees Basic: From 2.9% + 30¢ Grow: From 2.7% + 30¢ Advanced: From 2.5% + 30¢ Plus: From 2.25% + 30¢ Chargebacks: Shopify Payments charges US merchants $15 when a customer files a chargeback. The disputed amount and fee are deducted from your account, but both are returned if the card issuer rules in your favour. Shopify lets you submit evidence through the admin, although the final decision is made by the customer’s bank, not Shopify. If you have not activated it yet, my walkthrough on setting up Shopify Payments covers the eligibility checks and bank verification steps. What PayPal actually charges? PayPal’s Fees PayPal and Venmo payments: 3.49% + $0.49 Cards through PayPal Checkout: 2.99% + $0.49 Expanded Checkout card processing: 2.89% + $0.29 PayPal Pay Later: 4.99% + $0.49 International commercial payments: Additional 1.5% Chargebacks and disputes: PayPal account and guest-checkout transactions generally carry a $15 standard dispute fee, which rises to $30 for merchants classified as high-volume dispute sellers. Unbranded credit and debit card transactions can instead carry a $20 chargeback fee, so the cost is not the same across every PayPal payment type. Shopify Payments vs PayPal credit card fees on a real order Let me explain this with a simple example. Take a $75 order, US buyer, US store, Basic plan. Through Shopify Payments: $75 × 2.9% = $2.18, plus 30¢, for a total of $2.48. You keep $72.52. Through PayPal Checkout: $75 × 3.49% = $2.62, plus 49¢, for a total of $3.11. You keep $71.89. The difference is only 63 cents, but if you run 1,000 orders a month, it is $630, or $7,560 a year. There is a scenario where PayPal is better on price, and it is narrow: high-value orders where the percentage matters more than the fixed fee, processed as cards through Expanded Checkout at 2.89% + 29¢. For most Shopify stores selling physical goods at normal price points, that is not the setup you are running. PayPal checkout vs Shopify Payments: Which is better for conversions? PayPal earns its fee with a specific type of buyer. Someone who has never heard of your brand, is shopping on a phone, and does not want to type a 16-digit card number into a store they found through an ad. For that shopper, the PayPal button is the reason the order happens at all. Shopify Payments has Shop Pay. This stores card and shipping details across the Shopify network and lets returning buyers check out in one tap. My guide to Shop Pay as a checkout solution goes deeper on how it fits alongside other wallets. What I would not do is treat the payment method as the only checkout variable. Most stores lose orders to unexpected shipping costs, forced account creation, and slow pages. If your abandonment rate is high, work through the common Shopify checkout mistakes before you start adding gateways. Payouts and cash flow Shopify Payments is faster and more predictable for most established stores. PayPal is faster if you have a PayPal balance and slower to your bank. Payouts will arrive in a Shopify Balance account within one business day of the transaction processing date. New merchants can wait up to five business days. Standard bank payouts run 2 to 5 business days in the US, longer in the UK and EU. PayPal money hits your PayPal balance immediately. Getting it to your bank takes another 1 to 3 days, or you pay a fee for instant transfer. New accounts are where both methods lag. A brand new PayPal account can hold funds for up to 21 days. A high-risk limitation can take 180 days. Shopify has a similar onboarding window. It takes up to 21 calendar days between your first sale and your first payout. My advice is to keep both active. Disputes and chargebacks Shopify wins this one clearly. It charges $15 per chargeback, and PayPal charges $20, and high-dispute accounts get bumped to $30 with no refund. Shopify Protect offers free chargeback protection against fraudulent and unrecognized chargebacks on eligible orders. When an order is marked "Protected," Shopify covers the disputed amount and the chargeback fee automatically, without you filing a response. The conditions are strict, and worth reading before you count on it: US-based merchants using Shopify Payments only Shop Pay orders exclusively, not standard Shopify Payments checkout Physical products, fulfilled within the required window, with valid tracking from a supported carrier. It will not cover every dispute. It covers the expensive category well, and it costs nothing to turn on. PayPal counters with Seller Protection, and orders paid through PayPal Wallet on Shopify Payments are eligible for it. The dispute process runs differently, though. You get 20 days to resolve an inquiry with the customer directly before PayPal steps in, funds are held during that window, and once a decision is made, you cannot appeal it. Where each one genuinely wins Shopify Payments wins on cost, chargeback, reporting, and operational simplicity. It is the right default for any store in a supported country. PayPal wins on reach. Shopify Payments covers 39 countries and regions. PayPal operates in over 200 countries. If your store is registered in India, Brazil, the UAE, Nigeria, Pakistan, or Indonesia, Shopify Payments wins easily. If you need a third-party gateway, PayPal is one of the stronger ones available. PayPal also wins on buyer familiarity in specific markets and categories. High-consideration purchases, first-time buyers from paid social, and cross-border orders all convert better when a recognised wallet is on the page. If neither fits your situation cleanly, our roundup of the best payment methods for Shopify merchants covers more options. FAQs 1. Does Shopify Payments accept PayPal? Yes, but the setup depends on your country. In the United States and France, PayPal Wallet is integrated directly into Shopify Payments. In other supported countries, PayPal is connected separately through PayPal Express Checkout. 2. Is PayPal better than Shopify? Shopify is an ecommerce platform with its own payment processor, while PayPal is primarily a payment provider. For most Shopify merchants, Payments works better as the primary processor because payments, payouts, disputes, and reporting stay inside Shopify. PayPal remains valuable as an additional checkout option for customers who prefer it. 3. How to add PayPal to Shopify Payments? For US and French stores using Shopify Payments, PayPal is available through the integrated PayPal Wallet rather than the Additional payment methods section. In other countries, go to Settings > Payments > Additional payment methods > PayPal > Complete setup, then sign in to PayPal and approve the connection. 4. How to collect PayPal payments on Shopify? Activate PayPal Wallet or PayPal Express Checkout, after which eligible customers can select PayPal during checkout and pay using their PayPal balance, bank account, or card. US and French PayPal Wallet transactions are managed and paid out through Shopify Payments, while PayPal Express transactions are managed through the connected PayPal account. 5. Is Shopify cheaper than PayPal? For US online payments, Shopify Payments is generally cheaper per transaction. Standard card rates currently start at 2.9% + 30¢ on Basic and decrease on higher plans, while PayPal Wallet rates start at 3.49% + 49¢. Shopify also charges a monthly platform subscription, so the lower-cost option depends on the store’s plan, payment mix, and sales volume. 6. How much does Shopify charge for Payments? For US stores, Shopify Payments’ standard online card rates are currently 2.9% + 30¢ on Basic, 2.7% + 30¢ on Grow, and 2.5% + 30¢ on Advanced. Shopify Plus receives negotiated or more competitive rates. There is no separate setup or monthly Shopify Payments fee beyond the Shopify subscription. 7. How do I avoid Shopify transaction fees? Use Shopify Payments instead of a direct third-party card processor to avoid Shopify’s additional third-party transaction fee. PayPal Express and manual methods are also excluded when Shopify Payments is active.

8 Min • 31 July 2026

Complete Guide to Shopify Inventory Forecasting to Manage Cash Flow (+ Tools)

Shopify inventory forecasting is the process of estimating how much stock each product will need and when it should be reordered using sales history, supplier lead times, promotions, and current inventory levels. Accurate forecasting helps merchants avoid stockouts, reduce excess inventory, and keep more cash available for business expenses. Tools such as Sidekick, Prediko, Inventory Planner, and Assisty can automate inventory forecasting. If your ROI feels lower even when sales are good, your stock is usually the reason. Cash you've spent on inventory is cash you can't spend on ads, payroll, or the next order. Shopify inventory forecasting is working out how much stock you need and when to order it, so less of your money sits on a shelf. One thing worth knowing before anything else: Stocky, the free forecasting and purchase order app that came with Shopify POS Pro, stops working on August 31, 2026. If you order stock through Stocky, you've got a few weeks to sort out a replacement. What is Shopify inventory forecasting? Shopify inventory forecasting means predicting how many units of each product you'll sell over a future period. You use your sales history, supplier lead times, and whatever promotions you have planned. What you're after isn't the forecast itself. It's a list of purchase orders with dates and amounts against them. A forecast that never turns into an order hasn't done anything for you. Forecasting is really a cash question This is my philosophy: Stock is the biggest cheque you write and the slowest one to come back. You pay a deposit today, pay the balance six weeks later, pay duty when it lands, and only then do the units start selling. Every forecasting choice you make is a choice about how long your money is stuck. Two numbers tell you whether that's under control. Your cash conversion cycle The cash conversion cycle counts the days between paying your supplier and getting paid by your customer. CCC = Days Inventory Outstanding + Days Sales Outstanding − Days Payables Outstanding Days Inventory Outstanding is (Average inventory ÷ COGS) × 365. If you hold $120,000 of stock on average against $480,000 of annual COGS, that's 91 days. Days Sales Outstanding is quick for a normal Shopify store, since Shopify Payments in the US settles in about 2 to 5 business days. It climbs once you add wholesale on Net 30 or marketplaces with their own payout cycles. Days Payables Outstanding is how long your supplier lets you wait. On Net 30, that's 30. So: 91 + 3 − 30 = 64 days. Your money is tied up for a bit over two months on every dollar you put into stock. Most DTC brands land somewhere between 60 and 120 days, and under 60 is doing well. Pull these reports before you do anything else Go to Analytics > Reports and filter by Inventory. I look at four main reports here for forecasting. ABC product analysis grades every variant by how much revenue it brings in. A-grade products are the ones making up 80% of your revenue, B-grade the next 15%, C-grade the last 5%. It's worth knowing that the window is fixed for the last 28 days and you can't change it. If you sell seasonal products, run it at a few different points in the year instead of trusting one snapshot. Products by days of inventory remaining gives you days of stock left per variant, worked out from your average daily sales over the last 28 days. This is the best way to spot what's going to run out before your next delivery lands. Products by sell-through rate shows what share of available stock you sold in a period. There's about a two-day processing delay on it, so the newest data you can see is never today's. Month-end inventory value multiplies cost per item by ending quantity, which gives you your inventory cash position over time, and it's the number you need for the DIO calculation above. For a full walk-through of every report and what the columns mean, see my guide on how to pull a Shopify inventory report in 2026. How to do a Shopify inventory forecast? Clean up your sales history first Sales history and demand history aren't the same thing. Take out days when a product was out of stock, because zero sales that day tells you about your supply, not your demand. Check your product codes while you're in there. If one product exists under three different SKUs because of an old migration, you're splitting one demand pattern into three weak ones, and every forecast after that will be wrong. My guide on setting up SKUs in Shopify covers a naming system that survives growth. Split the catalogue with ABC Don't treat every product the same. Pull the ABC report and give each grade a different level of attention. A-grade products get looked at weekly and get tight reorder points. B-grade products get a monthly check. C-grade products get simple rules and a look every quarter. Create cash calendar Here’s something I do. Take each purchase order you're planning and put its payments on a calendar with real dates against them. An overseas order has four separate payments going out: the supplier deposit, often 30% up front, the balance when it ships, the freight, and then duty and customs when it lands. Lay twelve weeks out in a spreadsheet, one row per payment, and put your expected Shopify payouts in as money coming in. If any week goes red, you move an order, split it, or go back to your supplier about terms. Doing that once a month heads off nearly every cash crunch I see. Pre-orders flip the timing in your favour, since you're collecting money before you place the supplier order. You also get a real demand signal instead of a guess, which is worth almost as much. My walkthrough on setting up pre-orders on Shopify covers the setup and the apps. AI inventory forecasting on Shopify AI inventory forecasting on Shopify uses machine learning to find patterns across your sales history and outside signals that a spreadsheet formula would miss. It handles hundreds of products at once, retrains itself as new sales come in, and picks a different model per product without you telling it to. A model can spot that a product spikes three weeks after a particular campaign, or that two of your products eat into each other, without you knowing to look for it. Where I see it failing is bad data. Feed it sales history full of stockout periods, untracked variants and missing cost figures, and you'll get numbers that are wrong. Clean the inputs first. Sidekick sits in your admin. It can answer stock questions, flags what needs reordering and drafts the PO. It won't replace a proper demand planning tool if your forecasting is genuinely complicated. Inventory forecasting tools worth looking at in 2026 Prediko is a Shopify-native tool with SKU-level twelve-month forecasts, a buying table that tells you what to restock, a purchase order calendar and raw materials tracking. Pricing scales with your GMV from around $49 a month. Good fit for growing DTC brands. Inventory Planner This is a free-to-install app by Sage with usage-based pricing after that. It is strong on multi-location planning and automated replenishment. Cogsy This app is built around scenario modelling rather than one forecast. You can see where your stock lands under different growth assumptions. Assisty Assisty has AI forecasting and automated PO generation. Often the pick for people who want something that works without a long setup project. My guide to building a Shopify tech stack covers how the inventory category fits in your app stack. Where to start with forecasting in 2026 Shopify inventory forecasting gets much less complicated once you stop treating it as a math problem. Pull your ABC report and your days-of-stock report. Work out your cash conversion cycle. Redo safety stock on your ten biggest products. Most stores free up a decent chunk of money from that alone. FAQs 1. How to fix inventory not tracked in Shopify? Open Shopify Admin > Products, select the product or variant, and enable Track quantity in the Inventory section. Assign the correct stocking location, enter the available quantity, and save. For multiple products, use Products > Inventory or the bulk editor to enable tracking. 2. How do I add inventory to my Shopify store? Go to Products > Inventory, choose the relevant location, and enter the stock amount using Set to or Adjust by. You can also update quantities from an individual product or variant page, or import inventory in bulk using a CSV file. 3. Which is the best Shopify forecasting app? Prediko is currently a strong all-round option for growing Shopify brands, offering AI sales forecasting, purchase orders, inventory transfers, bundle planning, reports, and integrations with warehouses and 3PLs. Assisty is another great option with forecast demand with AI to predict future sales. 4. How much does Shopify forecasting cost? Shopify’s native demand-forecasting assistance through Sidekick costs nothing because Sidekick is included with Shopify plans. However, features and usage limits can vary. Dedicated forecasting apps cost extra; for example, Prediko currently starts at $49 per month, while simpler tools such as Assisty start at $19 per month. 5. Is Shopify good for inventory management? Yes. Shopify is suitable for most small and growing retailers. This is because it supports inventory tracking, location-based stock levels, adjustments, transfers, purchase orders, suppliers, sell-through reporting, and inventory-remaining insights.