Stop guessing. Start testing. Your storefront should never stop improving. Grow faster with Shogun A/B Testing 👇

San Francisco, CA
Joined April 2015
Some good news/bad news on AOV from our latest benchmark report that analyzed AOV from 2,000+ Shopify stores this year. The good news: AOV is still up year over year. The bad news: the gains are narrowing. Same-store AOV, Jan–Sep 2026 vs. 2025: +3.3% ($309 → $319).
1
41
Another anomaly from our Q3 CVR reports that we didn't see coming: Merchant size didn’t protect against the Q3 CVR slide. In fact, the middle band fell hardest. Q2 → Q3 median CVR, among stores active in both quarters: $50M+ GMV: −2.9% $15M–$49M: −5.6% Below $15M: −2.6%
1
1
46
However, year-to-date, the ordering still holds: - 1.76% for enterprise - 1.70% for the middle band - 1.57% for stores below $15M So higher stores still convert better but that doesn't fully protect them from seasonal highs and lows.
1
15
There was a big-ticket pause in Q3. We analyze CVR data for 800+ stores in Q3 and four stats stood out Q2->Q3 Autos & Vehicles: −33.6% Business & Industrial: −25.1% Beauty & Personal Care: +4.5% Health & Wellness: +3.7%
1
40
We saw the beginnings of a split between considered-purchase categories and repeat-purchase categories. But it widened in Q3. Are shoppers waiting for seasonal sales or is it headwinds from general economy shifts? Q4 data will give us more.
1
17
Did your brand see a summer lift? If yes, you might be an outlier. We analyzed AOV from 2,000+ stores and the median didn't move from Q2-Q3. Q2: $311 Q3: $311 But the story was different in 2025.
1
46
In the same stretch in 2025, there was a +7.3% bump in AOV from Q2 to Q3. The summer basket bump didn’t show up this year. But it's possible that means we're building to a big Q4.
1
26
This was the biggest surprise in our Q3 Conversion Rate Data. Among stores active in both quarters, median CVR fell 4.5% from Q2 to Q3. Same months in 2025: +3.2%. Six of ten industries declined. If Q3 felt different for your brand, it wasn’t just your store.
1
41
Ask Claude for a health check across every store you manage. It returns a scorecard: test, result, confidence, status. One prompt instead of five dashboard logins. Ship the winner, kill the loser, move on.
1
87
Apparel CVR: -6.2% from Q1 to Q2. Apparel AOV: +6.4% in the same period. Fewer shoppers converted but the ones who did bought more. Will be interesting to see how that trend looks in Q3.
1
76
"Losing tests are worth nearly as much as winning ones."—Bailey Johnson, Skipper Skipper ran a stretch of them and ruled out a whole category of ideas they'd otherwise still be arguing about. The lesson here: a data-backed decision beats a guess, every time.
1
81
Beautiful creative, gorgeous site design, a fantastic product. So much is working in this post-click breakdown, except for one thing.
65