Canopy May

CRO Testing Roadmap

Canopy May 2026

Every dollar Canopy spends on paid media lands on a showerhead PDP scoring 11 out of 100 on mobile, with a buy box that shifts during load and messaging that buries the top reason customers actually buy. This roadmap targets the three pages where that gap costs the most, with ten tests and projects ranked by where the conversion math is clearest.

Slot 1 A/B Test

Showerhead PDP: Buy Box Simplification

Handheld Filtered Showerhead PDP

The showerhead PDP buy box stacks three pricing options, including a nested comparison table inside the pre-selected subscription widget, and records a CLS of 0.285 on mobile, meaning the layout physically shifts while the page loads. This is the primary destination for all paid Meta and Google Search traffic.

Showerhead Product Image Handheld Filtered Showerhead Subscribe & Save One-Time $150 $125 $150 Filters + Aroma Kit delivered every 90 days $125 - Add to Cart 60-Day Returns Free Shipping 1-Yr Warranty Simplified two-tab buy box, trust row below ATC

* Concept illustration only. Final design will differ.

Slot 2 A/B Test

Homepage Hero: Product-First vs. Promo-First

Homepage

The homepage hero leads with a BOGO promotion over a dark overlay image where no product is clearly visible, and presents four competing CTAs above the fold. Amazon reviews identify hard water relief as the top purchase driver, yet it does not appear anywhere in the above-fold copy.

Showerhead Hero Product Image Good Housekeeping 2025 OVER 7,000 5-STAR REVIEWS Hard water is destroying your hair. This is the fix. Removes chlorine and minerals. Results after your first wash. Shop the Filtered Showerhead From $125 with subscription. Free US shipping. Two-column hero: product left, benefit headline right

* Concept illustration only. Final design will differ.

Slot 3 A/B Test

Cart: Subscription Upsell for One-Time Buyers

Cart Drawer

Customers who select the $150 one-time option on the PDP have no path to the $125 subscription before checkout. The cart's cross-sell section also recommends the Filtered Showerhead when it is already in the cart.

Your Cart Filtered Showerhead Chrome | Qty: 1 $150 Save $25: Switch to Subscribe & Save $125/order. Filters + Aroma Kit every 90 days. Switch to Subscription Subtotal $150.00 Proceed to Checkout Subscription upsell module above subtotal, one-time buyers only

* Concept illustration only. Final design will differ.

Slot 4 A/B Test

Showerhead PDP: Hard Water Headline Above the Fold

Handheld Filtered Showerhead PDP

The current PDP headline reads "Handheld Filtered Showerhead." Reviews consistently identify hard water relief and results after the first use as the top purchase drivers, but neither appears in the above-fold headline on the page receiving all paid traffic.

Product Image FOR HARD WATER AREAS Hard water is stripping your hair and skin. Results after your first wash Handheld Filtered Showerhead $125 $150 $125 - Add to Cart 96% saw reduction in buildup | 91% less dryness | Results after first wash Hard water headline + results badge above buy box

* Concept illustration only. Final design will differ.

Slot 5 A/B Test

Baby Bath Tub Filter PDP: Buy Box Simplification

Baby Bath Tub Filter PDP

Two of the three Meta ads analyzed direct traffic to the Baby Bath Tub Filter PDP, which uses the same three-tier nested buy box structure as the showerhead. Extending the simplification to this page applies the same logic to a second paid traffic destination.

Baby Bath Tub Filter Product Image GH Parenting Award 2025 Baby Bath Tub Filter Subscribe & Save One-Time $89 $79 $89 1 Cartridge delivered every 90 days ($37 value) $79 - Add to Cart HSA/FSA Eligible 60-Day Returns Free Shipping Same two-tab simplification applied to baby product PDP

* Concept illustration only. Final design will differ.

Slot 6 Dev Project

Babylist Ad Traffic: Reroute to Canopy PDP

Meta Ad targeting (Baby Bath Tub Filter)

Meta Ad 3, active since February 2026, sends paid traffic to Babylist.com where no subscription is available, no first-party data is collected, and Canopy captures no LTV from the sale. Redirecting this campaign to Canopy's own Baby Bath Tub Filter PDP recovers subscription revenue from an already-funded ad.

Meta Ad Baby Bath Tub Filter Running since Feb 2026 Shop Now Babylist.com No subscription No first-party data $89 one-time only getcanopy.co PDP Subscribe & Save: $79 First-party customer data Full LTV from subscription $79 - Add to Cart Redirect existing Meta ad from Babylist to Canopy owned PDP

* Concept illustration only. Final design will differ.

Slot 7 Dev Project

Showerhead PDP: Mobile Page Speed Remediation

Handheld Filtered Showerhead PDP

The showerhead PDP scores 11 out of 100 on mobile with an LCP of 15.6 seconds against a 2.5-second target, and all paid Meta and Google Search traffic lands on this page. Community research shows every 1-second delay in mobile load time reduces conversions by approximately 7%.

Current 11 /100 LCP 15.6s TBT 3,840ms CLS 0.285 Remediation Image compression JS deferral Lazy loading Target Good Core Web Vitals LCP under 2.5s TBT under 200ms CLS under 0.10 Research shows: ~7% CR drop per 1s delay on mobile +24% mobile CR, Good vs. Poor CWV Technical remediation: image compression, JS deferral, render-blocking reduction

* Concept illustration only. Final design will differ.

Slot 8 A/B Test

Showerhead PDP: Social Proof Above the Fold

Handheld Filtered Showerhead PDP

Google Search ads claim "Over 7,000 5-Star Reviews" as a primary trust signal, but that number does not appear on the showerhead PDP or the homepage above the fold. This test carries the same claim from the ad into the landing page where the purchase decision is made.

Product Image ★★★★★ 7,000+ Five-Star Reviews Handheld Filtered Showerhead Subscribe & Save One-Time $150 $125 $125 - Add to Cart Social proof badge above product title Review count badge above product title, matching Google Search ad claim

* Concept illustration only. Final design will differ.

Slot 9 A/B Test

Showerhead PDP: FAQ Content Closer to the Buy Box

Handheld Filtered Showerhead PDP

The CRO ebook used in this audit documents significant revenue increases from moving FAQ content higher on landing pages. The showerhead PDP's accordions covering real user results, water science, and installation sit below the buy box and are not visible during the initial purchase decision for most visitors.

Product Image $125 - Add to Cart Key Questions Answered Real User Results 96% saw reduction in hair product buildup Water Science 3-stage filtration removes chlorine and minerals + 5-Minute Installation Tool-free. Everything included. + What's Included Showerhead, filter, aroma kit, wrench + FAQ accordions promoted above or adjacent to buy box on desktop

* Concept illustration only. Final design will differ.

Slot 10 A/B Test

Homepage Product Grid: Pricing Visibility

Homepage

The homepage product grid shows no prices on any product card and uses low-contrast outlined CTAs, requiring visitors to click through to each PDP before assessing value. Adding prices and a solid primary CTA to product cards removes a layer of friction for comparison shoppers and returning visitors.

Current Test Variant Product Image Bath Tub Filter Sale! For the bathroom Shop Now Product Image Filtered Showerhead Sale! For the bathroom Shop Now No price No price Product Image Bath Tub Filter From $79 Add to Cart Product Image Filtered Showerhead From $125 Add to Cart Price added to product cards, outlined CTA replaced with solid primary button

* Concept illustration only. Final design will differ.

Biggest Killers of Conversion Rate
1
Mobile page speed. The showerhead PDP scores 11 out of 100 on mobile with a 15.6-second LCP against a 2.5-second target. All paid Meta and Google Search traffic lands on this page. Community research shows every 1-second delay reduces mobile conversions by approximately 7%.
2
Buy box complexity. The showerhead PDP presents three stacked pricing tiers with a nested one-time vs. subscription comparison table inside the pre-selected widget, plus two additional radio buttons below. A CLS of 0.285 means the buy box physically shifts during load on mobile, disrupting interaction.
3
Above-fold messaging mismatch. Customer reviews identify hard water relief as the top purchase driver and "results after first use" as the key payoff. Neither appears in the above-fold copy on the homepage or showerhead PDP. Google ads claim 7,000+ reviews but that number is absent from both pages above the fold.
4
No subscription recovery path in the cart. Once a customer selects the $150 one-time option on the PDP, there is no prompt to switch to the $125 subscription before checkout. The $25 saving is never surfaced again. The cart's cross-sell section also recommends the showerhead when it is already in the cart.
5
Paid traffic sent to a third-party retailer. Meta Ad 3, running since February 2026, sends paid traffic to Babylist.com where Canopy earns no subscription revenue, collects no first-party data, and has no price control. Canopy is paying acquisition cost for a sale it does not own.
Data Sources Collected

Meta Ads

Google Ads Transparency

Reviews and UGC

Page Speed Insights

Site Screenshots

CRO Community Research
Meta Ads
  • Three active campaigns analyzed: two for the showerhead (running since March 2025 and July 2025) and one for the Baby Bath Tub Filter (running since February 2026).
  • The longest-running ad (Ad 2, March 2025) uses "Try Canopy Risk-Free" as its CTA, but the 60-day return policy on the landing page is buried in a small grey trust bar below the ATC button.
  • Ad 3 (February 2026) sends paid traffic to Babylist.com rather than Canopy's own PDP, where no subscription option exists and no first-party data is captured.
  • All three ads land on PDPs with complex nested buy boxes. None of the ads lead with hard water language despite reviews identifying it as the top purchase driver.
Google Ads Transparency
  • The showerhead dominates all Google ad formats: Search, Display, Shopping, and Video. The Baby Bath Tub Filter does not appear in any Google ads analyzed.
  • "Over 7,000 5-Star Reviews" is a primary claim in Google Search ads but does not appear on the showerhead PDP or homepage above the fold.
  • A dedicated landing page URL used in Google Search ads (canopy/showerhead) returns a 404 error.
  • A humidifier Search ad still displays "Up to 35% off All Holiday Bundles - Ends Oct 26," a deadline that passed in 2025. This outdated creative appears to still be running.
Reviews and UGC
  • Hard water relief is the stated reason for purchase in the majority of reviews. Buyers from Texas, Florida, Arizona, and New York City explicitly cite hard water as their motivation.
  • "Noticed after first use" or "noticed after first wash" appears across dozens of reviews. Speed of results is the key mechanism for overcoming the $150 price point.
  • Multiple hairstylists and a licensed esthetician recommend the product organically, unprompted. These professional endorsements do not appear on the PDP above the fold.
  • Multi-unit intent is documented: multiple buyers mention purchasing for every shower in their home, indicating a high-LTV customer profile that is not addressed in the current funnel.
  • Price hesitation at $150 is consistently mentioned and consistently overcome after purchase, indicating the value case needs to be made more clearly before the ATC click.
Page Speed Insights
  • Showerhead PDP: 11/100 performance score, 15.6s LCP, 3,840ms TBT, CLS 0.285, 9.7MB total payload. The page is operating 13 seconds over the 2.5s LCP threshold.
  • Homepage: 29/100 performance score, 18.4s LCP, 2,490ms TBT, 10.3MB total payload. Both pages exceed Lighthouse's "Poor" threshold for LCP by a significant margin.
  • CLS of 0.285 on the PDP places it firmly in the "Poor" range (above the 0.25 threshold), indicating buy box elements are physically shifting during page load on mobile.
  • Combined estimated savings from flagged issues: 1,750ms from render-blocking requests, 1,474 KiB from unused JavaScript, and 597 KiB from image delivery improvements on the PDP alone.
Site Screenshots
  • Homepage above the fold: four competing CTAs visible simultaneously, including a hero button, announcement bar CTA, sticky bottom bar, and a popup. No product is clearly featured in the hero image.
  • Cart: no subscription upsell for one-time buyers. The cross-sell section "Complete your home" recommends the Filtered Showerhead when it is already in the cart, a logic error.
  • "Continue without free returns" link in the cart implies Canopy's 60-day return policy is conditional on purchasing a $5.19 package protection add-on, which contradicts the policy stated directly below it.
  • Homepage product grid (Fold 2): no prices displayed on any product card. All CTAs use a low-contrast outlined style with no visual hierarchy between primary and secondary actions.
Community Research
  • Stores with "Good" Core Web Vitals scores see 24% higher mobile conversion rates than those with "Poor" scores (Google, 2024 ecommerce study).
  • Changing the default purchase option from one-time to subscribe lifted reorders 19%. One practitioner case study linked a 31% LCP improvement to 8% more sales.

[ READY TO GROW? ]

Let's build your growth roadmap together.

Book a free 30-minute strategy call. No pitch, just a plan.

[ WHAT OUR CLIENTS SAY ]

At Performance Golf we have worked with dozens of agencies. We are a nine figure brand and growing and our agency experiences, let's just say they haven't been that great, but Convertibles has completely flipped that on its head.
Donnie French

Donnie French

Performance Golf - Offer Architect

Have thoroughly enjoyed working with the team. The process has been smooth sailing, the weekly updates are excellent and we have seen month on month growth in both conversion rate and sales since beginning to work together. Further, the team are also very happy to help if there are any little bugs etc and go above and beyond to deliver a great experience for our brand and our customers!
Joshua Robinson

Joshua Robinson

Founder - Garden Street Gin Club

We needed a very high conversion landing page for mostly cold, some semi warm traffic coming primarily off of social. I had heard about Convertibles, decided to give them a try. They knocked it out of the park. There is so much strategy they pour into every step of the process. I learned a ton as we went. They made it fun, easy and the site is performing way better than I was expecting or hoping. So thank you guys. Can't wait for the next one.
Nick Lange

Nick Lange

@nick.discovers

You guys are terrific. We love working with you. We've worked with agencies in the past and we were just a number. You've helped us tremendously with the growth of our company. Communication is fantastic, and we know you care about us and you put your heart and soul into it, so thank you so much. Highly, highly recommend.
Justin Katz

Justin Katz

CMO Mika & Sammy's Gourmet Dog Treats