Welcome to April's Commerce Jam.
Over the past year, I’ve written extensively about AI, including protocols, platforms, and product data requirements. This month, I am focused on a different problem.
You cannot manage what you cannot measure.
Merchants across the industry spent the past year optimizing for AI visibility. Rewriting product descriptions. Adding schema. Opening robots.txt to crawlers. But almost none of them have a way to know if any of it is working. AI visibility is not like a Google ranking you can check in Search Console. LLM responses are non-deterministic. The same query returns different results on different days, platforms, and sessions.
That measurement gap is what this month's featured article closes. A practical framework for tracking AI visibility across ChatGPT, Perplexity, and Google AI Overviews, built around a Claude Project that automates the entire process monthly.
Beyond that, April brought a significant platform shift: Shopify B2B features are now available on every plan. Not Plus-only. Every plan. The implications are bigger than they look. Plus, a multi-front cost squeeze is hitting fulfillment from every direction simultaneously, and the agentic commerce protocols are diverging in ways that complicate merchant strategy.
It is all in here.
In this issue:
- How to Track Your Shopify Store's AI Visibility with Claude
- Shopify Platform Updates
- AI, SEO & Agentic Commerce
- eCommerce News & Industry Trends
- Sites Worth Seeing This Month
- Shero News
- Final Thoughts
How to Track Your Shopify Store's AI Visibility with Claude
Most Shopify merchants who have optimized for AI visibility have no way to measure whether any of it is working. They rewrite product descriptions, add schema markup, open their robots.txt to AI crawlers, and then hope. That is a good first step. It is not a complete strategy.
The harder question, the one nobody is answering well, is this: how do you know if it is working?
There is a structural reason this is difficult. LLM responses are non-deterministic. Ask ChatGPT the same question twice, and you get different brands mentioned. The Tinuiti Q1 2026 AI Citation Trends Report documented significant month-over-month fluctuation in citation patterns. A Semrush study found ChatGPT's Reddit citations collapsed from 60% to 10% in a single week in September 2025, then recovered with no change on the merchant's end. A credible measurement approach needs three things: multiple platforms, repeated queries, and a monthly cadence.
The article also covers where AI actually gets its product recommendations. It is not your product pages. An Ahrefs study of 75,000 brands found that brand web mentions correlate 3x more strongly with AI visibility than backlinks. A Muck Rack analysis of over 1 million AI citations found that earned media/UCG accounts accounted for 82% of all citations. Your own website represents roughly 5 to 10% of what AI references.
We call this the Source Stack. Three tiers: verified data (Wikipedia, Knowledge Graph), high-trust user content (Reddit threads, Trustpilot, YouTube reviews), and brand-owned content. The leverage lives in Tier 2. It is the tier most stores completely ignore.
The article also ranks the six levers by actual impact. On-page optimization, the one most guides focus on, is number four.
Continue reading the full article on the Shero Commerce blog
Shopify Platform Updates
These updates were pulled from the Shopify Changelog and our internal team.
1. Shopify B2B features are now available on all plans
Shopify made native B2B features available on Basic, Grow, and Advanced plans at no additional cost, effective April 2, 2026. Previously, these features required a Plus subscription at $2,500 per month. What merchants on lower-tier plans now get: company profiles, custom catalogs (limited to 3 on non-Plus), volume discounts, vaulted credit cards, ACH direct bank payments, and net terms. EDI integration with SPS Commerce and Crstl was also added.
This is a bigger deal than it appears. B2B access was one of the primary commercial justifications for Plus. That justification just got narrower. For merchants on Basic or Advanced running wholesale operations, there is now a credible native path without the $2,500 monthly price tag. For merchants on Plus, the question becomes whether the remaining advantages, including deeper B2B API access, Checkout Extensibility, and Launchpad, still justify the premium. SparkLayer published a response blog quickly after the announcement, a signal they saw it coming and are repositioning. For agencies pitching B2B migrations, this changes the opening conversation.
(Shopify Blog )
2. URGENT: Shopify Scripts' last edit date is April 15
If you are still running Shopify Scripts, the window to edit them closes on April 15. Scripts stop executing entirely on June 30, 2026. Any custom checkout logic built on Scripts, including discounts, shipping rules, and payment conditions, goes dark at midnight. If you have not started your migration to Shopify Functions, start today. The deadline was already extended once from August 2025. No further extensions are expected.
3. Returns and exchanges now handled in POS cart
Shopify updated its POS on April 13 to handle returns, refunds, and exchanges directly in the cart. Previously, this required navigating to a separate workflow. For retail teams processing high transaction volumes, this reduces training friction and speeds up in-store service. Update the POS app and verify staff are trained before your next peak period.
4. Updates are now Posts in the Shop channel
Shopify renamed the Updates section in the Shop channel to Posts, effective April 7, adding richer content capabilities, including video support and product tagging. For brands with an active Shop presence, this is worth experimenting with before the feature matures and competition for placement increases.
5. Shopify AI Toolkit: agents can now manage your store
On April 9, Shopify released an AI Toolkit that enables store management via Claude Code, Codex, Cursor, and VS Code. The Shopify-admin and shopify-admin-execution MCP servers allow AI coding agents to directly access and manage store data. The biggest unlock is Shopify-admin-execution, which enables write access, not just read.
For developers and technically advanced merchants, this is the infrastructure for agentic store management. However, I’d be cautious about giving it full access. Giving an AI agent write access to your store admin requires clear guardrails. Read-only vs write-access policies need to be defined before you open this up. While there is opportunity, there’s also a risk that an agent will make unintended changes without the right boundaries in place.
6. Shopify Tinker: free AI app for brand assets
Shopify launched Tinker, a free mobile app with over 100 AI tools for logos, product images, videos, and 360-degree product views, running on OpenAI, Google, and Anthropic models. The significance is not the feature set but the price point. Zero. Brand asset creation has historically been a friction point for smaller merchants. That friction is now gone.
(Shopify)
7. New cash management foundations for POS
Shopify updated POS cash management on April 2 with clearer register sessions, reason codes for cash adjustments, and improved drawer controls. For multi-location retail operations where cash reconciliation accuracy matters, this reduces end-of-day discrepancies that create operational headaches.
8. Shopify and Klaviyo Markets integration
Shopify and Klaviyo released Locale Aware Catalogs for Shopify Markets. Localized content and pricing now sync directly into Klaviyo segments and flows. For merchants running international email programs, this removes the manual data-mapping step that created inconsistencies between what Shopify showed at checkout and what Klaviyo sent in post-purchase emails.
9. Shopify Functions can now access discount details
With API version 2026-04, Shopify Functions can access discount details at the cart, line, and delivery levels. For merchants running complex discount logic, this functionality expands what custom checkout functions can do without relying on third-party apps. Relevant for anyone who migrated from Scripts and found Functions limiting for their specific discount use case.
AI, SEO & Agentic Commerce
You do not have time to track every AI development. Here is what has happened during the last 30 days.
1. Three protocols, zero standards: why product data is your only advantage
March and April confirmed what the February ChatGPT checkout walkback suggested: the agentic commerce protocol war is still ongoing, and merchants are caught in the middle. Google's Universal Commerce Protocol now supports multi-item carts, real-time catalog data, and loyalty identity linking, with Shopify as a co-developer alongside Etsy, Wayfair, Target, and Walmart. OpenAI abandoned Instant Checkout after only 30 Shopify merchants went live, and its own data showed that Walmart's ChatGPT checkout converted at only 1/3 the rate of the website. OpenAI is now pivoting to product discovery via its Agentic Commerce Protocol. Meta is testing AI shopping with one-tap checkout on Instagram and Facebook.
All platforms want to own the transaction layer. None of them has cracked it yet. The right response is not to pick a protocol. It is to make product data so clean and structured that any agent can find, recommend, and transact your products regardless of which protocol eventually wins. Catalog normalization is the actual competitive moat. Not protocol alignment.
(Digital Commerce 360) (Google)
2. AI Overviews hit 25% of searches but only 4% of eCommerce queries
Merchants have been panicking about AI Overviews destroying their traffic. The data does not support the panic for product pages. AI Overviews now appear in 25.11% of all Google searches, up from 13.14% in March 2025. But eCommerce queries see AI Overviews only 4% of the time. And 76.1% of URLs cited in AI Overviews already rank in the top 10, meaning high-ranking product content is still getting cited, not bypassed.
The real risk is informational content: blogs, buying guides, and how-to articles. These assets show 35 to 61% lower click-through rates when an AI Overview is present. If your entire top-of-funnel is built on informational content, that is where the exposure sits. The Google March 2026 core update, which rolled out from March 27 to April 8, hit YMYL sites in health, finance, and legal the hardest. For eCommerce, optimize product pages with traditional SEO fundamentals and structure informational content for AI citation: original research, complete topical coverage, and extractable formats.
3. Amazon blocked AI crawlers. That opens a door for you.
Mentioned this in the featured article, but worth mentioning again here. In January 2026, Amazon blocked OpenAI's crawlers via robots.txt. The result: roughly 40% of US eCommerce is now invisible to ChatGPT Shopping Research. When a shopper asks an AI tool to compare products or check prices, Amazon results return errors or empty responses. For any merchant with products in a category where Amazon dominates traditional search, this is a structural opportunity. If your product pages are crawlable and your data is structured, you are more visible to AI shopping tools than your Amazon-listed competitors right now. The window to establish that advantage is before Amazon finds a workaround.
4. Google patented AI-generated product landing pages. Merchants should pay attention.
Google was granted patent US12536233B1 in January 2026, but it only surfaced widely in February and March as SEOs and merchants started processing what it actually means. The system scores your existing landing page on conversion rate, bounce rate, and design quality. If your page falls below a threshold Google sets, it generates an AI-built replacement assembled from your product data and the user's search history, and serves that page instead of yours. The replacement can appear inside a sponsored content item.
Combined with Universal Commerce Protocol already live with Target, Walmart, and Shopify, the direction is clear: Google is systematically building infrastructure to sit between merchants and shoppers at every stage. The merchants most at risk are those with thin product pages, incomplete attributes, and generic descriptions. Clean product data is no longer just good SEO practice. It is how you stay in control of your own storefront.
5. 52% of AI citations come from three content types
An analysis of 30 million sources found Reddit and YouTube are cited across all five major AI platforms. A separate analysis found 52% of all AI citations come from listicles, articles, and product pages. If you want to appear in AI responses, you need to be present in the formats AI cites most. That means structured articles with clear claims, product pages with complete attribute data, and genuine community presence on Reddit in your category. Original research is becoming the highest-value content asset in the AI era. A study with a real number that no competitor has published is more citable than a well-written opinion piece.
eCommerce News & Industry Trends
These are the news items that are actually worth your attention this month.
1. The multi-front fulfillment cost squeeze
Five simultaneous cost increases are hitting merchant margins, and most coverage is treating them as separate stories. They are one story. Amazon implemented a 3.5% fuel and logistics surcharge for US FBA effective April 17, averaging $0.17 per unit, driven by the Iran conflict pushing crude above $100 per barrel and Strait of Hormuz closures adding 10 to 14 days to container shipping. USPS proposed an 8% fuel surcharge from April 26 through January 17, 2027. UPS raised its ground surcharge 1%, effective March 9. FedEx and UPS both implemented a 5.9% General Rate Increase for 2026, with the actual impact ranging from 8 to 12% after surcharge expansion.
The merchants who come out ahead are those with domestic inventory, diversified fulfillment, and margin models built for volatility. Amazon's surcharge is still lower than USPS. Amazon cutting USPS volume by 67% while USPS raises rates creates a feedback loop: less volume means weaker economics, which drives higher prices, which drives more volume loss. For any merchant dependent on USPS for rural delivery, this deserves a serious look at Q3 and Q4 planning now.
2. BigCommerce introduces transaction fees. Migration opportunity is real.
BigCommerce is rolling out transaction fees for merchants using unapproved payment providers. The change is expected to trigger a merchant exodus. The combination of Shopify's B2B features now available on all plans and BigCommerce's new fee structure makes the migration pitch straightforward. If you work with BigCommerce merchants or know someone who does, now is the time to have that conversation.
3. OpenAI's ad revenue crossed $100M annualized in six weeks
OpenAI confirmed on March 26, 2026, that its ChatGPT ads pilot crossed $100 million in annualized revenue within six weeks of US launch. Over 600 advertisers are now active. About 85% of free and Go plan users are eligible to see ads, but fewer than 20% are shown them daily. OpenAI reports no impact on consumer trust metrics so far. The platform is expanding to Canada, Australia, and New Zealand, with self-serve advertiser tools launching in April. CPMs run around $60 with a $200,000 minimum commitment. Worth watching, but not worth the $200K minimum for most mid-market merchants until measurement infrastructure matures and minimums come down.
(CNBC)
5. TikTok Shop numbers make a serious case
TikTok's US commerce numbers are harder to ignore than they were a year ago. Sales from brands with at least $30 million in annual revenue grew 97% year over year on TikTok Shop, according to data shared with Modern Retail. The platform logged over 103 billion US eCommerce intent searches in 2025, with total transaction volume rising nearly 80% year over year. TikTok Shop now commands 18.2% of total US social commerce, according to eMarketer. 16,000 creators are generating six-figure income from the platform. For mid-market merchants in categories with strong creator affinity, beauty, outdoor, kitchen, and fitness, the reach numbers are real. If you have not run a structured test on TikTok Shop, the Q3 planning window is the time to design one.
6. WTO digital trade moratorium expires: 143 countries can now levy digital tariffs
The WTO's 28-year moratorium on customs duties for digital transmissions expired on March 30, 2026, after MC14 in Cameroon ended without agreement. The US pushed for a permanent moratorium, Brazil pushed for a two-year extension, and neither side moved. The US is now pursuing separate plurilateral agreements and has secured commitments from dozens of countries not to impose digital tariffs. The immediate practical impact is limited — no country has announced specific duties yet. The long-term structural risk for cross-border ecommerce is not. Merchants selling digital products internationally should monitor how individual countries respond over the next 12 months.
(ITIF)
Sites Worth Seeing This Month
Every month, our team shares sites that push what eCommerce and the web can do.
Odd Ritual Golf - Bold brand identity for a golf accessories store. Proves you can be distinctive in a conservative category. oddritualgolf.com
Gulled - Swedish apparel brand. Minimal, lush, beautifully considered. A masterclass in letting the product breathe. gulled.se
Fluid Glass - Not your average glazing website. Immersive, interactive, and completely unexpected for the category. Fluid.glass
Baggu - strong art direction makes a really simple store stand out. Great example of how visual consistency compounds. baggu.com
Kookie Kollective - Cookie brand with a personality. Fully committed to its world. kookie-kollective.com
Champions for Good - Clean, purposeful design for a cause-driven brand. Hard to execute, done well here. Champions4good.club
Shupatto - Japanese compact bag brand. Functional product, beautiful site. The product is the hero without being forced. shupatto.com
Farm Minerals - Not your average fertilizer website. Which is an understatement. Agricultural products have never looked this good. farmminerals.com
Busy Bee Honey - A honey bee follows your cursor on the desktop. Small delight, completely on brand, memorable. busybeehoney.com (as a beekeeper, this one is my fav).
Curated by Ash Spencer from our internal design team. The common thread: specificity beats polish. Every one of these sites knows exactly who it is for.
Shero News
Shoptalk Las Vegas
We were at Shoptalk in Las Vegas last month, and it was a reminder of how important meeting in person still is. With everything moving so fast with AI, real conversations and real connections feel more valuable, not less.
A few things that stood out from the week: AI is moving fast, but you are not behind. You do need to start. The winning move right now is to pick lower-risk projects, test, learn, and build. AI agents are still in their early stages but evolving quickly, and your website remains a critical part of the buying journey. Showing up in search and creating personalized experiences are where the focus belongs today.
As always, the best part of Shoptalk was the dinners and events with clients, partners, and friends. Thank you to everyone who made time to connect with us.
New Shero Website Live
The new Shero Commerce website is officially live on Shopify. Thank you to our team for their hard work. If you have not seen it yet, take a look at sherocommerce.com.
From the Shero Blog
AI Traffic Analytics: How to Track Perplexity and ChatGPT Referrals in GA4 - Step-by-step setup for capturing AI-referred traffic in GA4 so you can measure what AI platforms are already sending to your store.
Shopify Scripts to Functions Migration: What to Transfer and How - With the June 30 deadline live, this is the practical migration guide. Covers what transfers directly, what needs to be rebuilt, and where to start.
Shopify INP Optimization: 4 Fixes That Move the Score - INP is now a Core Web Vital and one of the fastest ways to improve your store's ranking signals. Four targeted fixes that actually move the number.
Shopify B2B Guide - With B2B features now live on all plans, this is the definitive guide to what is available at each tier, how to set it up, and where Plus still makes sense.
WooCommerce vs Shopify: Honest Comparison for 2026 - An unbiased breakdown for merchants evaluating both platforms, including the real cost differences and the migration scenarios where each one wins.
Top 26 Shopify Agencies in the US Ranked by Tier — How to evaluate Shopify agencies by verified partner tier, what tier actually tells you versus what it doesn't, and what to look for beyond the pitch deck.
Final Thoughts
You're running an eCommerce business. Your margins are squeezed, especially with the world affairs right now. You worry about sales. You wonder if you made the right hire. Most of that is beyond your control, or you cannot solve it today.
I spent years letting in the same thoughts. Then I started reading the Stoics (Epictetus, Seneca, Marcus Aurelius). They all teach that you can control two things in life. Your actions and your reactions. Your actions are your thoughts. How you choose to think about things. Your reactions are how you respond to what is actually happening outside your control.
So here is what I do. Every single day, I ask myself: Is this actually in my control? Does this actually matter to what I am trying to do? What is the worst case, and how do I handle it? Then, at the end of the day, where did I fall short and where did I get better?
You cannot control the economy, what people spend, or what happens in the world. You can control what you do today. You can control whether you showed up better than yesterday. Focus on the present. Focus on today. Whatever is meant to be will be.
Warm regards,
Gentian
