StorePilot Blog
Conversion, AI shopping, and honest CRO
Short, data-backed reads for Shopify merchants. No jargon, no fluff, just what we see actually moving sales.
Shopify SimGym: How Accurate Are the AI Shoppers, Really?
Shopify's own two papers put SimGym at 77% directional accuracy on add-to-cart, with a correlation confidence interval of 0.32 to 0.72. Merchants rate it 2.7 out of 5. What the numbers support, and where the marketing goes past them.
Read the article → AI Search · Aug 11, 2026Shopify llms.txt and agents.md: What Your Store Actually Serves to AI Agents
The web says Shopify redirects /llms.txt to /agents.md. We fetched both paths on 26 live stores and every Liquid storefront returned 200 with zero redirects. The measured answer, the 43-byte difference, and the theme template that changes it.
Read the article → Analytics · Aug 9, 2026Hotjar for Shopify in 2026: What It Can and Cannot See
Hotjar's pricing page now redirects to Contentsquare. The full session ladder from $0 to $739/mo read off the live page, the theme.liquid install, and the four things it cannot record on a Shopify store: checkout, iframes, canvas and hover menus.
Read the article → Analytics · Aug 9, 2026Is Microsoft Clarity Free? What Free Forever Costs a Shopify Store
Clarity really is free, with no traffic limits and no paid tier, and Microsoft says so on the record. The costs are elsewhere: recordings expire at 30 days, checkout abandonment needs Shopify Plus, and deleting one shopper's data means deleting the whole project.
Read the article → Analytics · Aug 9, 2026Lucky Orange for Shopify: What It Actually Costs at Your Traffic (2026)
Priced per monthly session, with two different price lists and a permanent free plan that exists only through the App Store. Both lists verified against the live pages, plus a calculator for the conversion lift that repays the subscription.
Read the article → A/B Testing · Aug 9, 2026What Optimizely Actually Costs on a Shopify Store (2026)
Optimizely publishes no prices at all. The full cost stack instead: third-party contract estimates from $36,000 to a logged median of $81,447 a year, the connector app fees, the synchronous theme edit, and the traffic it takes to justify any of it.
Read the article → Statistics · Jul 30, 2026Statistical Significance Calculator: It Tells You When Your Test Is Not Ready Yet
A free two-proportion significance calculator that computes the sample size your test needs before it shows you a p-value, and returns “not enough data yet” when the data cannot support a call. With the peeking penalty, the sessions-per-variant grid, and every formula printed.
Read the article → Benchmarks · Jul 30, 2026Ecommerce Conversion Funnel: Drop-Off at Every Stage (2026)
Four measurable funnel transitions, with a named source, a sample size and a date inside every cell. Two have credible benchmarks, one has two incompatible ones, and one row is left deliberately empty because no credible public benchmark exists.
Read the article → Copy · Jul 30, 202612 Real Product Descriptions, Torn Apart: The Exact Sentence Doing the Work
Twelve live descriptions pulled from the stores' own product feeds on a dated run, with the sentence carrying the decision isolated and named. Plus the traffic a page needs before a rewrite is measurable, and what to do when it will never have it.
Read the article → Fraud · Jul 23, 2026Chargeback and Refund Fraud in 2026: A Merchant's Defense Playbook
Fraud is climbing and AI is lowering the cost of attacks. Every figure sourced and dated: the true cost per dollar ($4.61), the three attacks that need three defenses, the new Visa VAMP thresholds, and a playbook that fights fraud without wrecking your checkout.
Read the article → AI CRO · Jul 20, 2026Does AI Shopping Traffic Actually Convert?
AI shopping traffic is exploding, but does it buy? We reconcile Adobe, Shopify and a 973-store study into one honest 2026 verdict, then show you how to measure it on your own store.
Read the article → Benchmarks · Jul 14, 2026Average Ecommerce Conversion Rate by Industry (2026): Every Benchmark, With Its Source
The honest range is 1.4% to 2.74% depending on whose panel you read. Every 2026 benchmark in one table with its named source and date: by industry (6.22% food to 0.94% luxury), device, region, and platform, plus what the testing evidence really says.
Read the article → A/B Testing · Jul 8, 2026Shopify A/B Testing Pricing 2026: What Every Tool Costs
A tier-by-tier accounting of what every Shopify A/B testing tool costs in July 2026, and the exact rung that unlocks price testing. Rollouts, Intelligems, Shoplift, Convert, ABConvert, Varify and Trident, every figure sourced.
Read the article → A/B Testing · Jul 8, 2026Shopify Price Testing: The Honest A/B Guide (2026)
Most Shopify A/B tools cannot test price, because prices are not theme changes. Which apps actually can (ABConvert, Shoplift, Intelligems), how Cart Transform price tests work, and why you judge on revenue per visitor.
Read the article → AOV · Jul 8, 2026Best Shopify Upsell Apps 2026: Compared by Upsell Type
The best Shopify upsell apps in 2026, sorted by the slot they fill: post-purchase, in-cart, product-page cross-sell, and checkout, with App Store ratings and prices dated July 2026.
Read the article → Apps · Jul 8, 2026Best Shopify Apps to Increase Sales 2026: 7 Categories
Seven jobs that move revenue, each with one honest pick and one free or budget option, every rating and price pulled from the Shopify App Store or vendor sites in July 2026. Plus the case for running fewer apps, placed well.
Read the article → A/B Testing · Jul 8, 2026Google Optimize Alternative for Shopify (2026 Guide)
Google Optimize shut down September 30, 2023 with no successor. The Shopify-specific replacements, free and paid, sorted by the job you need done, with prices verified July 2026.
Read the article → A/B Testing · Jul 8, 2026Shoplift vs Intelligems 2026: Which A/B Tool to Pick
A neutral head-to-head: Shoplift is the theme and section tester from $99/mo; Intelligems leads price and offer testing at its $499/mo Plus tier. Both are Bayesian, so pick by the lever you want to pull, or run both.
Read the article → A/B Testing · Jul 8, 2026VWO for Shopify: Is It Worth It? Honest 2026 Review
An honest, merchant-first review of VWO for Shopify: enterprise-grade stats, but a client-side script, demo-gated pricing, and a roughly 1-in-7 win rate that only pays at volume. Includes cheaper Shopify-native paths by job.
Read the article → A/B Testing · Jul 8, 2026Neat A/B Testing Alternatives: What to Use Now (2026)
Neat A/B Testing was delisted from the Shopify App Store in July 2026. An honest, source-checked rundown of what to use instead, sorted by job: theme tests, price tests, budget, and low-traffic stores.
Read the article → A/B Testing · Jul 8, 2026Shopify Split Testing Free: Every $0 Path in 2026
Every zero-dollar way to split test on Shopify in 2026, mapped honestly: native Rollouts, three genuinely free apps, and the DIY duplicate-theme method. Plus the statistics discipline free tools leave to you.
Read the article → Shopify · Jul 8, 2026Shopify's Aug 26, 2026 Deadline Will Silently Break Your Tracking
Non-Plus stores must upgrade their Thank you and Order status pages before August 26, or Shopify auto-upgrades them and drops your Meta pixel, GA4, and GTM. What breaks, and the 3-step fix.
Read the article → A/B Testing · Jul 8, 2026Shoplift Alternatives 2026: 7 Shopify A/B Testing Tools Compared
Shoplift is the theme A/B tester with a Bayesian engine, from $99/mo. Seven honest alternatives sorted by job: price testing, budget, low traffic, and free native splits. Prices verified July 2026.
Read the article → A/B Testing · Jul 6, 2026The World Cup Is a Terrible A/B Test (Your Store Might Be Running One)
Norway beat Brazil, favorites win shootouts 47.4% of the time, and a famous 60% finding died at n = 7,116. What World Cup 2026 teaches about sample size, peeking, and honest winners.
Read the article → A/B Testing · Jul 4, 2026Best Shopify A/B Testing Apps 2026: 8 Tools Compared
All 8 Shopify A/B testing apps compared honestly: Rollouts, Intelligems, Shoplift, Convert, ABConvert, Trident AB, Varify, ours. Prices verified July 2026.
Read the article → A/B Testing · Jul 4, 2026Intelligems Alternatives 2026: 7 Honest Options Ranked
Intelligems leads Shopify price testing, but its $499 tier is a lot. Compare seven honest alternatives for themes, budgets, and low traffic, priced July 2026.
Read the article → A/B Testing · Jul 2, 2026Shopify Theme A/B Testing: The Complete 2026 Playbook
Three honest ways to test a theme: native Rollouts, the DIY duplicate-theme split, and the apps built for it. Plus what to measure (RPV, not CVR), the real sample-size math, and seven pitfalls that ruin theme tests.
Read the article → A/B Testing · Jul 2, 2026Product Image A/B Testing on Shopify: The Honest Guide
Which image to test first, why most product pages fail the traffic math (roughly 78,000 sessions per variant for a 10% lift), and the template-level strategy that gets a real answer on revenue per visitor.
Read the article → Ecommerce Finance · Jul 2, 2026Free Shipping Threshold Calculator: Set the Number That Pays for Itself
A free in-browser calculator that sets your threshold from AOV, contribution margin, and shipping cost. The break-even formula shown in full, the 1.2 to 1.5x AOV zone explained, and a what-if table to pressure-test your current number.
Read the article → AI CRO · Jul 2, 2026Never let an AI decide your A/B test
A language model has no business calling a winner. The honest split: deterministic math decides the number, the model only writes the words. Plus a 3-question test for any 'AI CRO' tool.
Read the article → Ecommerce Finance · Jun 29, 2026Contribution Margin for Ecommerce: The Honest Profit Scoreboard
Revenue is not profit. Contribution margin is what each sale actually adds after variable costs. The formula, vs gross margin, the discount trap, and a free calculator.
Read the article → CRO Benchmarks · Jun 29, 20262026 Shopify Conversion Rate Benchmarks: Is Your Store Normal?
The honest, fully sourced benchmarks by industry, device, traffic source, country and price point. Every number names its source and says whether it is a median or a mean. Plus how to actually use them.
Read the article → A/B Testing · Jun 27, 2026Shopify just shipped native A/B testing. Now what?
Rollouts brings built-in A/B testing to Shopify in 2026. Here is what it can and can't test, the plan you actually need, how it compares to Intelligems, Shoplift and Convert, and how to pick.
Read the article → AI Search · Jun 25, 2026Is Your Shopify Catalog Invisible to AI Shoppers?
We scanned 926 live Shopify stores. Only 26% give AI shoppers a complete product record, and 73% are missing the one field that matters most. The data, and the 30-minute fix.
Read the article → A/B Testing · Jun 23, 2026Shopify A/B Testing: The Complete 2026 Guide
Shopify shipped native A/B testing in 2026, but it will not tell you if your result is real. The honest playbook: low-traffic tactics, the statistical traps, and what to test first.
Read the article → CRO Research · Jun 17, 2026Shopify stores are great at buying traffic. Most lose it at the door.
We audited 1,000+ live Shopify stores. 57% run paid-traffic tools, but 93% have a conversion leak and 65% bury Add to Cart on mobile. The data, and the fixes.
Read the article → AI Commerce · Jun 14, 2026Getting recommended by ChatGPT is the easy part
AI shoppers convert at nearly 2x. We looked at 1,009 live Shopify stores, and most aren't ready to sell to the buyer the AI sends them.
Read the article →You already paid for the traffic. Let's convert more of it.
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