CoherentXConversion forensicsshared report

brooklinen.com

captured 2026-08-19 13:40 UTC · reached Checkout · 14 findings

A sample walkthrough from a real store — the same report you receive for your own funnel.

38/100Criticalbrooklinen.com · 4 stages · 14 findings · 191.85 s

Journey · 4 stages

Findings · 14

select to locate

Evidence · Cart

Cart — captured at 1280×6370

Captured cart for the audited store

3 pins on this stage

Experience summary

Aggressive urgency banners and alarming mini-cart discount messages are creating price anxiety at the point of purchase.

Weakest link: Speed & stability at Checkout 0/100

Physical goods retail2 steps to commitlikeliest drop-off · Adding item to cart

Brooklinen’s funnel moves swiftly from collection to product page in 2 steps, but undermines buyer momentum through price uncertainty and hidden specifications. Key sizing details like mattress pocket depth are buried off-screen, while return fees ($9.95) remain hidden in collapsed accordions. Most damagingly, the slide-out mini-cart displays a startling discount warning ('Your discount may be incorrect') right as the buyer prepares to check out, injecting immediate doubt into a high-intent moment.

  1. 1Replace mini-cart discount error warnings with explicit, pre-applied savings confirmation.Warning high-intent buyers that their discount may be wrong creates instant doubt about total price, causing buyers to pause or abandon to hunt for better codes.Material impact · Adding item to cart
  2. 2Display mattress pocket depth directly beside the sheet size selector on the PDP.Sheet buyers need immediate fit reassurance for deep mattresses (e.g., 16-inch pockets) before committing, without needing to expand accordions below the fold.Meaningful impact · All Sheets Collection
  3. 3Implement a sticky 'Add to Cart' bar for mobile and long-scroll PDP views.Long PDPs leave the primary buy button behind as users scroll for specs; keeping the CTA visible ensures seamless transition to checkout.Meaningful impact · All Sheets Collection
ClarityCan a shopper tell what to do next?83
TrustAre cost, terms and safety honest at this point?84
EffortHow much work does this step demand?100
Speed & stabilityDoes the page load and hold still?7

By page

4 steps

  • 01Cart
    Clarity88Trust88Effort100Speed6
  • 02All Sheets Collection
    Clarity71Trust88Effort100Speed12
  • 03Adding item to cart
    Clarity95Trust64Effort100Speed12
  • 04Checkout
    Clarity83Trust88Effort100Speed0

Fix this first

Cart warning creates price uncertainty right at checkout

In the mini-cart slide-out, an automated banner appears stating 'Your discount may be incorrect, let’s fix that for you'. Warning shoppers that the displayed price or discount might be inaccurate right at the point of checkout intent creates immediate distrust and forces friction before completing the purchase.

HighTrust · Adding item to cartcopy change · +24 pts

Score breakdown

38/100

Critical

Run

191.85 s

reached Checkout

  • Cart37/100
  • All Sheets Collection43/100
  • Adding item to cart39/100
  • Checkout34/100

Roll-up weights the cart heaviest, then the product page. Same pages in, same number out.

Browser metrics · Cart

LCP
3.74 s

needs workgood < 2.5s · poor > 4s

CLS
0.115

needs workgood < 0.1 · poor > 0.25

Blocking
4.43 s

poorgood < 200ms · poor > 600ms

DOM ready
3.26 s

poorgood < 1.5s · poor > 3s

Transferred
3.04 MB

needs workgood < 2MB · poor > 5MB

Requests
501

poorlean < 80 · bloated > 150

Scroll pass

Page length
7.0 screens

needs worktight < 4 screens · long > 8

Action depth
none found

poorgood < 25% down · poor > 60%

Shift while scrolling
0.000

goodgood < 0.1 · poor > 0.25

Images loaded
29/29

goodall images should paint

Stutter
1 task

goodsmooth < 2 tasks · janky > 6

Pinned furniture
6

poor1 pinned bar is fine · 3+ crowds the screen

What the shopper saw on the way down

  • Viewport captured 13% down the page

    1334%

  • Viewport captured 50% down the page

    5071%

  • Viewport captured 78% down the page

    7899%

  • Viewport captured 79% down the page

    79100%

Interrupted by 1 pop-up

  • Untitled overlay

    after 21.6s · covers 100% of the screen

    no close control

Console · 0

no errors captured

Slowest resources

  • hop?analytics_trace_id=17f13f3d-a3ef-4913-9d00-83132 ms
  • graphql.json2182 ms
  • graphql.json1236 ms
  • graphql.json1224 ms
https://www.brooklinen.com/collections/all-sheets