Nanobag

Nanobag — CRO Concepts — May 2026
Nanobag CRO Concepts — June 2026
June 2026 3 Tests · AOV Theme

Nanobag CRO
Concepts

June concepts, AOV focused. Based on Judge.me reviews, paid-ads creative testing, Shopify orders, GA4, and screenshots of the current site and the team's planned redesigns.

Slot 01 A/B Test PDP — Buy Box

Gamified Tier Ladder on the PDP Buy Box

60% of orders contain 2+ bags, 40% reach the 3-bag free-shipping tier, and 94% of multi-bag orders mix 2+ colours, averaging 3 variants per order (90-day Shopify, 7,707 orders). Bulk and multi-colour buying is the dominant order shape, not a niche. The PDP isn't helping shoppers cross that initial 3-4 bag threshold: tier rewards sit as a decorative row, and adding multiple colours means repeated variant-switching inside the same buy box. We rebuild it as a Huel-style configurator.

Concept illustration only. Final visual treatment, motion, and copy specced by Convertibles + Nanobag design.

Slot 02 A/B/C Test Homepage — Hero

Homepage Hero: Static + Verbatim Refresh

The current hero is a video of a customer pulling a Nanobag from her pocket, with "Extreme Practicality" as the headline. The team's paid creative testing surfaced a stronger winner: "Fits Your Pocket. Carries Your Day." A static hero also tends to let the headline land cleaner than a looping clip, so we test the format and the copy in one go. The homepage is the highest-impact surface and was overdue.

Concept illustration only. V2 copy and bullets come from validated paid winners + customer verbatims.

Slot 03 A/B Test Cart Drawer

Cart Drawer: Tier Ladder vs Cross-Sell Carousel

The team's redesigned cart drawer adds a "You may also like" cross-sell carousel under the line items. We test that against the same gamified tier-ladder concept used on the PDP, adapted to the drawer's tighter footprint. Same lever, different surface: the cart shopper has already chosen a product, so nudging more of what they picked tends to convert better than asking them to consider something else. Sequenced after Slot 1 concludes so the PDP learning informs the cart design before launch.

Concept illustration only. Inspired by the Huel-style configurator from Slot 1, adapted to the cart-drawer footprint.

Non-Test Items — To Flag

Findings from the data that aren't A/B tests. Fixes, gaps, and measurement issues worth the team's separate attention.

Flag 01 Fix · Not a Test Judge.me Review Flow

Judge.me Star Rating ↔ Review Text Mismatch

Customers are leaving 5-star compliments that submit as 1-star. Across the 5-year Judge.me corpus (732 reviews), ~21% of the 1-2★ reviews are actually positive in text. The absolute count is small — 14 of the 68 low-rated reviews — but correcting them lifts the displayed lifetime average from 4.55 to 4.65, which is what shoppers see on every PDP widget, Google Shopping snippet, and Judge.me-syndicated ad. Example 1-star reviews: "Awesome — Great bag to have"; "Nanobags make great gifts — I have purchased 6 for Christmas! Highly recommend!!!!"

Action: audit the Judge.me email review-request and the Shop App submission flow for inverted scale, default-1-star, or mobile-tap geometry. Engineering + ops slot.

Flag 02 Ops Bug · Not a Test Cart / Fulfillment Rule

Free-Bag GWP Not Attaching on 3-4% of Qualifying Orders

From the 90-day Shopify pull: 20.1% of orders are at ≥4 bags (the free-pouch tier) but only 16.5% have the free bag attached. That's a 3.6 percentage-point gap, or roughly 280 orders over 90 days where the customer qualified for the GWP but didn't get it. Likely a cart-rule misfire, a region-conditional rule, or a fulfillment hand-off issue. Carabiner attach runs at 98.1% on the same data, so the rule-engine works for that tier.

Action: reproduce the qualifying cart on US / UK / EU stores and check which path drops the free bag. Ops + dev investigation.

Convertibles × Nanobag · June 2026 · Concept Preview Tab order: Tests → To Flag