Conversion Rate Optimization Metrics & Measurement GA4 and Shopify Analytics Will Never Match: Here Is Why November 1, 2026 / September 14, 2026 by Wade ← All 100 tips · Tip 72 of 100 · 29 days to Cyber Monday GA4 and Shopify analytics will never agree, and the sooner your team accepts this as physics rather than a bug, the sooner Monday mornings stop being a jurisdictional dispute. The two systems count different things, with different rules, from different […] Read more »
Quick Notes How to Improve Product Discovery on a Shopify Store October 31, 2026 by Wade Product discovery improves when all three paths to a product get deliberate ordering: collection pages for browsers, search results for searchers, and recommendation rows for followers. Most stores optimize the first path and leave the other two on defaults, which is where good products go to hide. The Three Paths Every purchase starts with a […] Read more »
Conversion Rate Optimization Product Pages Urgency Only Works When It Is True October 31, 2026 / September 14, 2026 by Wade ← All 100 tips · Tip 71 of 100 · 30 days to Cyber Monday Urgency on a product page works for exactly one reason: it is information. “Two left in your size” answers a real question, should I decide now or can I sleep on it, with a real fact. The moment the fact […] Read more »
Quick Notes The Best Sort Order for Seasonal Shopify Collections October 30, 2026 / June 12, 2026 by Wade The best sort order for a seasonal collection changes as the season progresses. Before the season, lead with newness and stock depth so the full range gets exposure. In season, let short-window sales velocity rank products by real demand. At season’s end, shift the weight toward discount and days of inventory to clear what is […] Read more »
Conversion Rate Optimization Trust & Psychology Price Anchoring Done Honestly October 30, 2026 / September 14, 2026 by Wade ← All 100 tips · Tip 70 of 100 · 31 days to Cyber Monday Price anchoring works because a price has no meaning until it stands next to another price. $69 is just a number; “$89, now $69” is a story with a hero. Shopify hands you the mechanism in the compare-at price field, […] Read more »
Conversion Rate Optimization Search & Discovery Search Typo Tolerance: Sneekers Should Sell Sneakers October 29, 2026 / September 14, 2026 by Wade ← All 100 tips · Tip 69 of 100 · 32 days to Cyber Monday Search typo tolerance is not a nice-to-have, it is table stakes, because your shoppers are typing on phones with thumbs, in a hurry, often in their second language. “Sneekers” should sell sneakers. “Hoddie” should sell hoodies. “Levander” should absolutely sell […] Read more »
Quick Notes Why Manual Sorting Breaks the Moment Products Sell Out October 28, 2026 / June 12, 2026 by Wade Manual sorting freezes a collection at the moment you arranged it. When a product sells out, it stays exactly where you placed it, so shoppers keep landing on items they cannot buy while in-stock alternatives sit lower on the page. The only fixes are constant manual upkeep or automated sorting that reacts to inventory changes […] Read more »
Conversion Rate Optimization Speed & Mobile WebP and AVIF: The Highest-Leverage Speed Fix October 28, 2026 / September 14, 2026 by Wade ← All 100 tips · Tip 68 of 100 · 33 days to Cyber Monday WebP and AVIF image formats, plus images sized to the slot they actually occupy, are the highest-leverage speed fix on a Shopify store after the hero image you handled back in tip 4. Images are almost always the heaviest thing […] Read more »
Conversion Rate Optimization Testing & Experimentation Losing Tests Teach More Than Winners: Log Every Result October 27, 2026 / September 14, 2026 by Wade ← All 100 tips · Tip 67 of 100 · 34 days to Cyber Monday Losing A/B tests teach more than winning ones, and almost every store throws the lesson in the trash. A winner gets shipped, screenshotted, and mentioned in three meetings. A loser gets quietly rolled back and never spoken of again, which […] Read more »
Quick Notes What Is AI Merchandising for Shopify? October 26, 2026 by Wade AI merchandising is software deciding product placement from data instead of a person dragging tiles. On Shopify that means ranking what shows first across the surfaces shoppers actually use: collection pages, product option swatches, search results, and recommendation rows, all updated continuously as sales, stock, and prices change. What It Covers Merchandising used to mean […] Read more »
