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Printfresh Roadmap

#1 GOAL:

PFXX - Hiding Discount FieldCart Drawer
Dec 1

September

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PF01 - Color Swatch Selector

Product Page

Page - Product Page Location - First Fold Hypothesis - Testing the print selection (our strongest selling point) to find the most intuitive way for customers to choose will reduce selection friction, increase add-to-cart rate, and lower bounce from indecision. Device - Both

Oct 8 - Oct 15
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PF02 - Collection Page Upgrade

Collection Page

Page - /collections/pajamas Location - Full Page Hypothesis - Optimizing this important page for clarity, trust and motivation to will create a more intentional and persuasive shopping experience, improving product clicks, add-to-cart rates, and overall revenue. Device - Both

Started: Oct 20
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October

PF04 - 'What to Expect' Component

Homepage

Page - Homepage Location - First Fold Hypothesis - Introducing a “What to Expect” experience module, that walks users through the product journey - unboxing, washing, early compliments, durability, etc. will justify the price, set fabric expectations clearly and emotionally anchor the product as a lasting favorite. Device - Both

Oct 29 - Nov 26
V3 +7% RPV
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PF03 - Branded Shop Pay

Product Page

Page - Product Page Location - Shop Pay option below ATC Hypothesis - Featuring a branded Shop Pay option and testing the most optimal way to present it will increase perceived trust and reduce friction, leading to higher add-to-cart and checkout initiation rates. Device - Both

Oct 23 - Nov 3
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PF06 - Cart Drawer Improvement

Cart Drawer

Component - Cart Drawer Location - Sitewide Hypothesis - Improving cart drawer design, adding microcopy for increased trust, an on-cart clearer shipping protection, and relevant accessory upsells will reduce friction, increase perceived affordability, and lift checkout progression and AOV. Device - Both

Nov 4 - Nov 26
V3 +3% RPV
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PF05 - Smart Upsells

Product Page

Page - Product Page Location - Above Accordion Section Hypothesis - If we show shoppers logical upsells, based on print or meta fields, product discovery will improve and cart adds will increase by surfacing relevant, high-intent alternatives earlier in the browsing journey, before users drop off or get distracted. Device - Both

Started: Nov 11
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November

PF07 - Make Sizing a Brand Statement

Collection Page

Page - Collection Pages Location - Filter bar (size) Hypothesis - Branded, celebratory size messaging and tools (e.g., inclusive sizing badge, size guide, reviews) will reduce decision friction, reinforce trust, and increase filter engagement and clicks to product pages. Device - Both

Nov 24 - Dec 16
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PF08 - BFCM Offer Savings UI

Product Page

Page - Product Pages/Collection Page Location - Pricing section Hypothesis - Showing the standard compare-at discount plus an “extra X% off with code” message will increase RPV, because the stackable-deal framing boosts perceived value, activates deal-seeking during BFCM, and reduces price hesitation. Device - Both

Nov 11 - Dec 3
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PF09 - Collection Portals

Collection Page

Page - /collections/pajamas Location - Above the fold (category header and filters area) Hypothesis - Highlighting key collection portals (e.g., top categories or featured filters) will improve product discoverability and increase click-through to product pages. Device - Both

Dec 3 - Dec 16
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PF10 - Improved Sizing Clarity on PDPs

Product Page

Page - Product pages Location - Sizing area Hypothesis - If we surface explicit, personalized fit guidance and a clear free-exchange promise at the size selector (not buried in details), then more shoppers will confidently choose a size, increasing add-to-carts and conversion while reducing size-related anxiety. Device - Both

Dec 3 - Jan 5
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December

PF11 - Strong Checkout Header

Checkout

Page - Checkout Location - Below Order Summary Hypothesis - Adding a trust-focused banner (social proof, guarantees, urgency) will reduce friction and cart abandonment, increasing checkout completion rate. Device - Both

Dec 3 - Dec 16
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PF14 - Improved Mega Menu

Navigation and Mega Menus

Component - Mega Menu Location - Sitewide Hypothesis - Reorganizing menu hierarchy by promoting high-intent categories and featured collections while adding search guidance will reduce cognitive load, improve navigation efficiency, and increase click-through rates on key product categories. Device - Mobile

Dec 15 - Dec 29
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PF13 - Targeted Social Proof on Checkout

Checkout

Page - Checkout Location - Above the Pay now CTA Hypothesis - Displaying targeted reviews near the Pay now CTA will reduce purchase anxiety, increase trust, and lift checkout completion rate. Device - Both

Dec 18 - Dec 29
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PF12 - Cart Drawer Improvements Vol.2

Cart Drawer

Component - Cart Drawer Location - Sitewide Hypothesis - Simplifying cart drawer content and actions (e.g., removing shipping/tax clutter, adding save for later, size edit, and secure checkout cues) will reduce friction, increase proceed-to-checkout clicks, and improve conversion rate. Device - Both

Jan 26 - Feb 11
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December

PFXX - Hiding Discount Field

Cart Drawer

...

Deployed: Dec 1
Desktop only
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January

PF15 - Strong Checkout Header vol.2 + Site speed optimization

Checkout

Page - Checkout Location - Below Order Summary Hypothesis - Adding a trust-focused banner that directly addresses the top customer objections identified in post-purchase survey data (quality/longevity, sizing confidence, and shipping clarity) will reduce checkout friction and increase completion rate.

Jan 12 - Jan 26
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PF18 - PDP Cleanup

Product Page

Based on the redesigns by the PF team, both for mobile and desktop

Jan 26 - Feb 11
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PF16 - Shipping Price

Shipping Thresholds

...

Feb 12 - Mar 30
Wash
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PF17 - Font Size Personalization

Personalization

Page: Collection and Product Page Location: Full page Hypothesis - Optimizing font size will improve readability and visual hierarchy, reducing cognitive load and increasing engagement with key messaging. Device - Both

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January Bonus Tests

PF19 - WHS

The Offer / Primary Pop Up Offer

Warehouse sale end of Jan.

Started: Jan 29
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PF20 - Increased Font Size on Mega Menu

Navigation and Mega Menus

PF14 follow-up, where we increase the font of the control.

Jan 21 - Feb 2
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February

PF25 - 3 x Collection Grid

Collection Page

Testing the default being three in a row vs. four on desktop.

Feb 9 - Mar 3
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PF23 - Trust Badges Below CTA

Checkout

Page - Checkout Location - Below CTA Hypothesis - Based on customer research, we've identified 4 distinct angles addressing hesitations and objections that almost stopped customers from purchasing. By tackling these at checkout, the final decision point, we reduce friction and increase completion rate. Device - Both

Feb 16 - Mar 16
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PF21 - Color Swatch Selector vol.2

Product Page

Page: Product Page Location: Color Swatch Selector Hypothesis - Testing alternative drawer and popup formats for color selection will reduce friction in the color-picking process, improve visual clarity of color options on product imagery, and increase conversion rates by streamlining the selection experience. Device - Both

Feb 19 - Mar 19
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February

PF24 - Further Improved Fit & Size on PDPs

Product Page

Page: Product Page Location: Size selection area Hypothesis: Enhancing fit and size clarity further through multiple touchpoints will reduce purchase hesitation and increase conversion rates by helping users make confident sizing decisions. Device - Both

Started: Mar 12
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March

PF26 - Bagheera Product Descriptions

Product Page

Page - Product Page Location - Product Description Hypothesis - The current product descriptions are generic and don't communicate what makes Printfresh worth the price. Testing four distinct copy angles will reveal which purchase motivation resonates most with customers and drives more add-to-carts across the Bagheera collection. Device - Both

Mar 5 - Apr 28
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PF22 - Shipping Threshold

Shipping Thresholds

We are testing the most optimal shipping price in Feb (PF16), followed by the most effective shipping threshold in this test.

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PF27 - Knits LP

Key Landing Page

LP brief - https://docs.google.com/presentation/d/12X6_pQICv9c6kVlsbDCuMiZgpfRqN4BxvXOsWlhfYlE/edit?usp=sharing Create 2-3 versions of the LP to test + potentially test vs a collection page

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PF29 - Third Party Merch

Collection Page

Third party products hide/show test

Mar 23 - Apr 2
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March

PF28 - Garment Measurements on PDPs

Product Page

Page - Product Page Location - Size Chart Hypothesis - Displaying garment measurements in the size chart will further reduce sizing uncertainty and decrease return rates by enabling customers to make more informed purchasing decisions. Device - Both

Apr 21 - May 11
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April

PF31 - Homepage Credibility Bar

Homepage

Page - Homepage Location - Second Fold Hypothesis - Printfresh has strong credibility assets, but the current bar presents them as flat, equal-weight blocks that dilute each other. If we sharpen the trust bar into a more focused, higher-impact module and test its optimal placement, RPV will increase because half of the traffic is new visitors who lack the brand familiarity needed to justify a $100+ pajama purchase. Device - Both

Apr 21 - May 13
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PFXX - Popup Offer

The Offer / Primary Pop Up Offer

...

Started: May 5
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PF32 - Mother's Day Shipping Cutoff Time

Collection Page

Page - /collections/pajamas-for-mom Location - Announcement bar and collection tiles Hypothesis - Prominently displaying Mother's Day shipping cutoff times will reduce checkout abandonment by setting clear expectations and increasing perceived value for gift purchases. Device - Both

Apr 28 - May 5
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PF30 - Product Information Presentation

Product Page

Page - Product Page Location - Top 2 Folds Hypothesis - Simplifying visual hierarchy and surfacing key purchase-decision content (fabric details, product story, fit information) from collapsed accordions will reduce cognitive load and increase add-to-cart conversion rates. Device - Both

May 11 - Jun 17
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May

PF33 - Checkout Upsells

Checkout

Page - Checkout Location - Below Total Price Hypothesis - Strategic upsell placements at checkout will increase average order value by presenting relevant product recommendations at high-intent moments when customers are already committed to purchase. Device - Both

May 20 - Jun 2
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PF34 - Featured Collections Curation

Homepage

Page - Homepage Location - Second Fold Hypothesis - Testing product collection curation approaches (revenue-led vs. print-led vs. trending) will identify which merchandising strategy maximizes engagement and conversion rates among homepage visitors. Device - Both

Started: May 26
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PF35 - HSS

Cart Drawer

Component - Cart Drawer Location - SIte-wide Hypothesis - Emphasizing sale in the cart drawer will increase perceived value and reduce cart abandonment by highlighting savings opportunities at the critical moment of purchase intent. Device - Both

May 21 - May 28
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PF36 - PDP Improvements

Product Page

Page - Product Pages Location - Product Information Section Hypothesis - Improving product selection UIs (color swatches, size selector, fabric information) will reduce friction in the purchase decision process and increase conversion rates by making product details more accessible and discoverable. Device - Both

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June

PF37 - Videos on Collection Pages

Collection Page

Page - Collection Page Location - Main Content Area Hypothesis - Adding videos to collection pages will increase engagement and CTR to PDPs by allowing users to discover and see the products in motion, leading to higher RPV. Device - Both

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PFXX - Product Discovery Quiz

Multiple Components

Page - Landing Page Hypothesis - A personalized product finder quiz - shown to new visitors before they browse the catalog - will increase first-session conversion rate and AOV by reducing decision paralysis and strengthening identity-brand fit. Device - Both

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PFXX - Express Checkout/Desktop Scroll

Multiple Components

2 tests to run while building the quiz.

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PFXX - Checkout Upsells Followup

Checkout

4 more variations on the checkout upsells based on the data from the previous one + new ideas and data.

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July

PFXX - PDP Upsells

Product Page

Page - Product Page Location - Below Product Information Hypothesis - Displaying complementary product upsells on the PDP will increase average order value by presenting relevant purchase opportunities at the moment of highest purchase intent. Device - Both

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PFXX - Cart Value Reinforcement

Cart Drawer

Page - Cart Drawer Location - Item Details Section Hypothesis - If we add value reinforcement elements to the cart drawer, cart-to-checkout rate will increase because shipping cost is the #3 purchase objection and the cart is where price anxiety peaks. Device - Both

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August

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📚 Shelf

PFXX - Size Guide and Quiz CTA Improved Clarity

Product Page

Reason for testing: Sizing is the biggest concern for customers, especially at our price point. Making it obvious and clear that we have resources available for users to help with choosing the correct size and adding targeted social proof at key places in the size selection journey, can help increase trust and add-to-cart rates.

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PFXX - Print Story Component

Product Page

Reason for testing: As seen in PF04, storytelling and emphasizing the unique background of the brand deepens emotional connection to the brand's distinctive design narrative. Featuring the unique story of the print, potentially showing some drafts of the hand painted design (if available) can strengthen further the appreciation for the special quality and unrepeatable print. This will also increase product discovery and help the choice overload, by focusing the customer on products from the print they are already in love the story about.

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PFXX - Improved Price Value Framing

Product Page

Reason for testing: Along with size concerns, price is another objection, often mentioned in the post-purchase survey and reviews. Price feels high without value framing. This is another opportunity for us to highlight the unique story of Printfresh and justify the price by expanding on craftsmanship, ethical sourcing, and longevity angle of our products.

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PFXX - Gift Guide

Homepage

The gifting angle is big for Printfresh customers and we don't feature it enough on our site. Creating a collection (even a quiz) as a gift guide to help customer choose the right products for their friends and family, especially before the Christmas holidays.

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📚 Shelf

Julian: Notify me

Collection Page

JFI: notify me when the size is back in stock

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Eggy: UX audit

Collection Page

JFI: - Labels missing on mobile - Desktop doesn't have a quick shop - Add testimonials in the quick shop modal - mango.com quick buy inspo

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PFXX - Printfresh Guarantee Improvements

Product Page

Reason for testing: Without clear phrasing on what the guarantee includes, customer are left wondering and hesitating to make the purchase (research backed). Furthermore, heatmap (on a few top selling products) shows almost no clicks on the "PF Guarantee", but the RPC is high on the clicks the guarantee got (see "heatmap data" on the left). This means many customers don't even realize there is one and seeing reassurance might help a lot with add-to-cart rates.

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PFXX - Shopping Feed Personalization

Personalization

Refer to the personalization deck for all the info.

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📚 Shelf

[OFFER] PFXX - Matching Moments Promo

The Offer / Primary Pop Up Offer

Reason for testing: For this offer we looked at the Women's Holiday Hens Long PJ Set specifically (top seller) to gather data. 45% of customers bought 2 or more products in the same order. This is still above our store's average of 35%. This creates natural cross-category upsell (Women's → Kids, PJ set → robe) which is harder to achieve with simple quantity discounts. The "Matching Moments" promo would target that 55% single-item segment and potentially push them into multi-product purchases, which could significantly boost AOV on such product pages. We can analyze performance of more such pages to determine the potential impact of such offer.

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[OFFER] PFXX - Build-A-Sleep Set (AOV focused)

The Offer / Primary Pop Up Offer

Reason for testing: A few points from our analysis: - AOV for the past 3 months is around the free shipping threshold - Only around 35% of customers buy more than 1 item. - Customer data (particularly post-purchase survey) unveils that users usually wait around for sales to purchase from Printfresh and get disappointed when there is a sale and the item they want is not part of it.

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[OFFER] PFXX - Print of the Month – Limited Drop Pricing

The Offer / Primary Pop Up Offer

Reason for testing: Gamifying discounts layers scarcity + exclusivity. - FOMO-driven urgency: Monthly rotation creates natural scarcity without feeling like constant sales, protecting brand perception. - Collector behavior: Taps into our repeat customers who already buy multiple prints - gives them a reason to complete their collection now vs. later. Merchandising flexibility: Complete control over which print gets featured, so we can strategically push new launches, clear slow movers, or amplify bestsellers during peak seasons. Gift bag perk: Non-discount incentive protects margin while adding perceived value, especially strong for gift buyers.

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PFXX - Model Size Clarity

Product Page

Reason for testing: Providing additional information about the model wearing the product will help customers better visualize fit and sizing, reducing uncertainty and increasing trust.

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📚 Shelf

PFXX - Homepage Spring Campaign Module

Homepage

Page - Homepage Location - Above the Fold Hypothesis - If we add a shoppable campaign module highlighting March launches, revenue per visitor will increase because the homepage serves 120K+ sessions per month, 50% are returning visitors, and March has 5 stacked product launches competing for attention. Device - Both

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PFXX - Improved gift wrapping on PDP

Product Page

The gift wrap offer we have currently is missable, there is an opportunity to expand into an elevated section, making it easy for people to pick and add a gift wrap.

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PFXX - Collection Page Quick Shop Improvements

Collection Page

PF02 followup: Would like to try iterating on this for mobile perhaps tying to quick shop.

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PFXX - Personalized Customer Modes

Personalization

What the data shows: Gift buyers have a lower median AOV ($176 vs. $194 for self-purchasers). Why this is backwards: Research shows gift buyers should spend more, not less. They: - Spend closer to their budget ceiling when buying for others - Use price as a quality signal ("expensive = thoughtful") - Have higher price tolerance (from our survey: "Prices are really high. This is a gift, but I would never pay this much for myself.") The problem: Gift buyers are underperforming their natural spending potential because the site doesn't recognize or reinforce their different mental frame. The opportunity: They're already 34% of Q4 orders. They already have the psychology to spend more. The site just needs to give them the right justification framework. The goal: Close the gap between their current $176 and their potential ~$210+ AOV = massive revenue unlock.

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About This Roadmap

This testing roadmap was created to optimize your website's revenue per visitor through testing only needle moving components, and only multi-variation testing.

  • • Click any test to view detailed information
  • • Roadmap updates automatically reflect to latest changes