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Zulily

zulily.com

We found 35 issues in Zulily's cart, a modelled 14–44.2% of conversions.

Audit run by UXFix on 8 September 2026 against 115 rules. Every finding below is shown with the screen we captured, in the order they cost conversions. Nothing here was sponsored or reviewed by the store.

Audit by Abdulhameid Grandoka

Audit date
8 September 2026
Issues found
35
Est. conversion loss
14–44.2%
Rules run
115
AI Shoppers score
54/100
Overall checkout score
61/100
FDCBA

Grade C, needs work. Most points are lost on transparency and confidence.

Score breakdown by category

Each category is scored 0–100 from the rules that apply to it.

transparency
14

Cart shows full cost breakdown: items, shipping estimate, tax estimate. Shipping estimator (ZIP/country) available in cart. And 3 more.

confidence
41

Reviews present with summary rating visible above fold. Returns/exchange policy visible on PDP (not buried in footer). And 3 more.

mobile
49

Largest Contentful Paint under 2.5s on mobile. Tap targets at least 44x44 px on all interactive elements. And 4 more.

forms
53

Total form fields 8 or fewer (industry average is 11.3). Address autocomplete (Google/Loqate) present. And 6 more.

decision
54

Add-to-cart CTA above the fold on mobile. Delivery/arrival date estimate shown. And 4 more.

How Zulily compares

Across 13 audited stores, as of 8 September 2026. Method and full ranking: the UXFix ecommerce benchmark.

This store
61/100
Benchmark median
60/100
Benchmark mean
59.7/100
Rank
6 of 13

Scores above 58% of audited stores

What we checked

The same rule pass UXFix runs on every store. No store data and no analytics access — everything below was observable from the public storefront.

  1. 1
    A full purchase walk on desktop and mobile

    Product page to payment step, one real product, both viewports.

  2. 2
    Cost transparency at every step

    When shipping, tax and totals first become visible to the shopper.

  3. 3
    Form and field behaviour

    Field count, labels, autofill, error placement, recovery after a failed submit.

  4. 4
    Trust signals where money is entered

    Payment marks, security copy, returns and contact reachability at the pay step.

  5. 5
    Mobile ergonomics

    Tap target sizes, thumb reach, keyboard type, viewport zoom on focus.

  6. 6
    Machine readability

    Whether an AI shopping agent can read price, stock and shipping from the page.

What we could not check: 24 rules could not be judged from the public storefront on the date above. They were dropped from the score, not guessed at.

Results: 47 rules passed, 13 partial, 31 failed

115 rules were run. 24 could not be assessed and were dropped rather than guessed, leaving 91 scored. A further 3 findings are held back from this page because our wording for them was not fit to publish.

47 passing~13 partial31 failing?24 not assessable

What Zulily does well

Rules already passing. No action needed on any of these.

  • Price and availability present in DOM as text (not JS/image only)
  • llms.txt present at root; product URLs not bot-blocked
  • Canonical URLs stable; variant URLs machine-readable and permanent
  • Cart state reachable via stable URL or API endpoint
  • No session trap that breaks agent-driven cart hydration

Where it falls short

The issues, in the order they appear below.

  • Cart shows full cost breakdown: items, shipping estimate, tax estimate0.9–2.3%
  • Full total including shipping and tax visible before payment entry0.9–2.3%
  • Add-to-cart CTA above the fold on mobile0.8–2.1%
  • Delivery/arrival date estimate shown0.8–2.1%
  • Reviews present with summary rating visible above fold0.8–2.1%
  • Returns/exchange policy visible on PDP (not buried in footer)0.8–2.1%
  • No region/currency wall blocking access before intent shown0.8–2.1%
  • Shipping estimator (ZIP/country) available in cart0.8–2.1%
Partial, worth a look

Right idea, wrong placement or timing: cart shows full cost breakdown: items, shipping estimate, tax estimate, full total including shipping and tax visible before payment entry and no aggressive popup covering PDP within first 10 seconds. And 10 more.

115 research-backed rules. Zero guesswork.
✕ PDP-018 ✓ CRT-008 ~ CHK-031 ✕ PDP-042
Baymard · NNG · WCAG 2.2 · agent-commerce specs
Audit my store →

Findings: 35 issues, ranked by estimated conversion loss

Each finding shows the screen as we captured it on 8 September 2026, what the problem is, and what it costs in conversions.

01CriticalCRT-001 · transparencyCart

Cart shows full cost breakdown: items, shipping estimate, tax estimate

Desktop view. Highlighted area shows what we found.
Desktop view. Highlighted area shows what we found.CartDesktop view, 1440pxCaptured Sep 8, 2026, 11:12 AM

The problem

The cart does not show a full cost breakdown. Some of subtotal, shipping, tax, or total is missing before checkout.

Why it matters

Baymard research: 48% of shoppers abandon at checkout because of surprise costs. If the cart hides shipping or tax until the final step, you are training buyers to bail.

Impact
0.9–2.3%
of checkouts, estimated
Fix effort
2h front-end
estimated
02CriticalCHK-031 · paymentCheckout

Full total including shipping and tax visible before payment entry

Desktop view. Highlighted area shows what we found.
Desktop view. Highlighted area shows what we found.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The full order total (including shipping and tax) isn't visible before the buyer starts entering payment details.

Why it matters

Surprise costs at the payment step are the #1 abandonment trigger in every study. Buyers want the final number before their card leaves the wallet.

Impact
0.9–2.3%
of checkouts, estimated
Fix effort
4h front-end
estimated
03HighPDP-002 · decisionProduct page

Add-to-cart CTA above the fold on mobile

Mobile view, zoomed to the issue location. Click to open the full screenshot.
Mobile view, zoomed to the issue location. Click to open the full screenshot.Product pagePhone view, 390pxCaptured Sep 8, 2026, 11:10 AM

The problem

The Add-to-Cart button is not visible above the fold on mobile. Shoppers have to scroll to find how to buy.

Why it matters

On mobile especially, buyers scan the top of the page and decide within seconds. If the primary purchase button isn't in that first view, many will leave before scrolling.

What to do

Add a sticky 'Add to Cart' button (in the purple brand color matching the header) pinned to the bottom of the viewport, or move it up to sit directly below the '39% OFF' price/urgency text so it's visible without scrolling.

Impact
0.8–2.1%
of checkouts, estimated
Fix effort
2h front-end
estimated
04HighPDP-005 · decisionProduct page

Delivery/arrival date estimate shown

Desktop view. The pin marks where this belongs. Click to open the full screenshot.
Desktop view. The pin marks where this belongs. Click to open the full screenshot.Product pageDesktop view, 1440pxCaptured Sep 8, 2026, 11:10 AM

The problem

The product page doesn't tell shoppers when their order will arrive. There is no delivery date or lead-time estimate.

Why it matters

Buyers often decide between two stores based on delivery timing, especially for gifts and urgent purchases. Uncertain timing pushes them to competitors who are clear.

Impact
0.8–2.1%
of checkouts, estimated
Fix effort
2h front-end
estimated
05HighPDP-018 · confidenceProduct page

Reviews present with summary rating visible above fold

Desktop view. The pin marks where this belongs. Click to open the full screenshot.
Desktop view. The pin marks where this belongs. Click to open the full screenshot.Product pageDesktop view, 1440pxCaptured Sep 8, 2026, 11:10 AM

The problem

The product page shows no star rating or review summary above the fold. Shoppers have to scroll to find social proof.

Why it matters

Ratings are the fastest trust signal on a product page. A shopper who lands and doesn't see any social proof in the first view assumes it's a low-quality product or a new store.

What to do

Add a star rating with review count (e.g. '★★★★☆ 4.3 (215 reviews)') directly below the product title 'Relevate Designs Purple And Blue Abstract Drawstring Joggers' and above the price line, linking to a reviews section for social proof before the Add to bag button.

Impact
0.8–2.1%
of checkouts, estimated
Fix effort
1h content
estimated
06HighPDP-022 · confidenceProduct page

Returns/exchange policy visible on PDP (not buried in footer)

Desktop view, zoomed to the issue location. Click to open the full screenshot.
Desktop view, zoomed to the issue location. Click to open the full screenshot.Product pageDesktop view, 1440pxCaptured Sep 8, 2026, 11:10 AM

The problem

There's no returns or exchange policy communicated on the product page itself. Shoppers have to hunt the footer or FAQ to find it.

Why it matters

"What if I don't like it?" is the last question in every purchase. If the answer isn't obvious, hesitation kills conversion, especially for higher-price items and apparel.

What to do

Add a concise returns line (e.g. 'Free 30-day returns') directly under the '🚚 Free shipping · Delivery timing shown at checkout' text near the Add to Bag button, matching the purple accent styling used for 'Only 3 left at this price' to keep it visible without scrolling to the footer.

Impact
0.8–2.1%
of checkouts, estimated
Fix effort
1h content
estimated
07HighPDP-028 · frictionProduct page

No region/currency wall blocking access before intent shown

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.Product pageDesktop view, 1440pxCaptured Sep 8, 2026, 11:10 AM

The problem

A region or currency popup blocks the product page before the shopper has shown any intent to buy.

Why it matters

Interrupting a first-time visitor with 'Where are you shipping to?' before they've even seen the product costs real conversions, especially on mobile where these modals go full-screen.

Impact
0.8–2.1%
of checkouts, estimated
Fix effort
4h front-end
estimated
08HighCRT-002 · transparencyCart

Shipping estimator (ZIP/country) available in cart

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.CartDesktop view, 1440pxCaptured Sep 8, 2026, 11:12 AM

The problem

The cart has no shipping estimator; shoppers can't preview shipping costs without starting checkout.

Why it matters

Unknown shipping costs are the single biggest cause of cart abandonment. An estimator answers the question before it becomes a reason to leave.

Impact
0.8–2.1%
of checkouts, estimated
Fix effort
2h front-end
estimated
09HighCRT-003 · transparencyCart

Tax shown or clearly labeled as calculated at checkout

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.CartDesktop view, 1440pxCaptured Sep 8, 2026, 11:12 AM

The problem

The cart does not clearly show tax, either as an amount or as a note that tax will be calculated at checkout.

Why it matters

Buyers in the US and Canada expect a tax line before they commit. Silence at the cart step means a jump in the total at checkout, and that jump is what makes them abandon.

Impact
0.8–2.1%
of checkouts, estimated
Fix effort
2h front-end
estimated
10HighCHK-009 · formsCheckout

Total form fields 8 or fewer (industry average is 11.3)

Desktop view. The pin marks where this belongs. Click to open the full screenshot.
Desktop view. The pin marks where this belongs. Click to open the full screenshot.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The checkout has more than 8 form fields. Industry-best checkouts collect 6-8 fields; industry-average is 11.3.

Why it matters

Every extra field drops conversion by roughly 2%. Fields cost you money in a direct, measurable way. A checkout with 13 fields loses ~10% of buyers compared to one with 8.

Impact
0.8–2.1%
of checkouts, estimated
Fix effort
4h front-end
estimated
11HighCHK-012 · formsCheckout

Address autocomplete (Google/Loqate) present

Desktop view, zoomed to the issue location. Click to open the full screenshot.
Desktop view, zoomed to the issue location. Click to open the full screenshot.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The checkout has no address autocomplete (Google Places, Loqate, SmartyStreets, or similar). Shoppers type every line of their address manually.

Why it matters

Address autocomplete cuts address-entry time roughly in half on mobile and drops delivery-failure rates from typos. It also feels premium, buyers notice.

Impact
0.8–2.1%
of checkouts, estimated
Fix effort
4h front-end
estimated
12HighCHK-038 · trustCheckout

Delivery expectation shown before final purchase

Desktop view, zoomed to the issue location. Click to open the full screenshot.
Desktop view, zoomed to the issue location. Click to open the full screenshot.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The checkout page does not show when the order will arrive. Buyers commit to buying without knowing the delivery date.

Why it matters

Delivery timing is often the deciding factor between two stores. If your competitor tells the buyer "arrives Tuesday" and you say nothing, you lose. Especially for gifts.

Impact
0.8–2.1%
of checkouts, estimated
Fix effort
1h content
estimated
13HighPDP-A01 · agentAI Shoppers

Complete Product schema.org: price, availability, GTIN/SKU, rating, shipping details

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.Product pageDesktop view, 1440pxCaptured Sep 8, 2026, 11:10 AM

The problem

The structured product data that AI shopping agents read (ChatGPT, Google, Copilot) is incomplete on this page. Some or all of these are missing: product ID (GTIN), brand, review data, availability, shipping details.

Why it matters

AI-referred traffic converts 42% higher than regular traffic (Adobe, 2026). But agents only recommend stores whose product data they can read. Incomplete data means invisible to AI shoppers.

Impact
0–2.1%
of checkouts, estimated
Fix effort
2h back-end
estimated
14HighCHK-A01 · agentAI Shoppers

Machine checkout readiness signals (ACP/UCP endpoints declared)

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The checkout has no signals declaring it can be driven by AI agents. No ACP or UCP meta tags, no /.well-known/agentic-commerce endpoint, no Stripe ACP integration.

Why it matters

OpenAI's Agentic Commerce Protocol (ACP) and Google's Universal Commerce Protocol (UCP) are the emerging standards for agent-driven checkout. Stores that declare readiness get preferential routing from ChatGPT and Google AI. This is 2026's biggest new distribution channel.

Impact
0–2.1%
of checkouts, estimated
Fix effort
2h back-end
estimated
15HighPDP-029 · frictionProduct page

No aggressive popup covering PDP within first 10 seconds

Desktop view, zoomed to the issue location. Click to open the full screenshot.
Desktop view, zoomed to the issue location. Click to open the full screenshot.Product pageDesktop view, 1440pxCaptured Sep 8, 2026, 11:10 AM

The problem

An aggressive popup (newsletter, discount, chat prompt) covers this product page shortly after it loads. Cookie banners don't count; this is the newsletter-style overlay.

Why it matters

Popups on first visit interrupt intent. First-time shoppers are still evaluating; a modal that blocks the price or ATC is a fast way to lose them.

What to do

The purple chat icon in the bottom-left corner overlaps the page edge; shrink it slightly or move it to the bottom-right so it doesn't risk overlapping the mobile 'Buy it now' button on smaller viewports.

Impact
0.4–0.9%
of checkouts, estimated
Fix effort
4h front-end
estimated
16HighPDP-033 · mobileProduct page

Largest Contentful Paint under 2.5s on mobile

Mobile view. Highlighted area shows what we found.
Mobile view. Highlighted area shows what we found.Product pagePhone view, 390pxCaptured Sep 8, 2026, 11:10 AM

The problem

The main content of the product page takes longer than 2.5 seconds to appear ("Largest Contentful Paint" is slow).

Why it matters

Every extra second of load time drops conversion by ~7% (Google, 2024). 2.5s is Google's threshold for a good experience. Above 4s is considered poor and hurts search rankings too.

Impact
0.4–0.9%
of checkouts, estimated
Fix effort
3h front-end
estimated
17HighCRT-011 · momentumCart

Express wallet options (Apple/Google/Shop Pay) present in cart

Desktop view. The pin marks where this belongs. Click to open the full screenshot.
Desktop view. The pin marks where this belongs. Click to open the full screenshot.CartDesktop view, 1440pxCaptured Sep 8, 2026, 11:12 AM

The problem

The cart doesn't offer any express wallet button (Apple Pay, Google Pay, Shop Pay, PayPal Express).

Why it matters

Express wallets skip 60-80% of the checkout form. Shop Pay alone lifts checkout completion by ~1.7x. On mobile especially, one tap vs six form fields is the biggest single conversion lever left in ecommerce.

What to do

Add a functional express checkout row (Apple Pay / Google Pay / PayPal buttons) directly above or below the 'Checkout+ | $32.24' button, similar to how Shopify renders dynamic wallet buttons, instead of only showing static grey payment-method icons near the shipping info.

Impact
0.4–0.9%
of checkouts, estimated
Fix effort
4h front-end
estimated
18MediumPDP-003 · decisionProduct page

Sticky add-to-cart on long product pages

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.Product pageDesktop view, 1440pxCaptured Sep 8, 2026, 11:10 AM

The problem

On this long product page, the Add-to-Cart button disappears once the shopper scrolls down. There is no sticky bar that keeps it reachable.

Why it matters

Shoppers scroll deep into reviews and details, decide to buy, and then have to scroll all the way back up. Every extra scroll is a chance to get distracted and leave.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
2h front-end
estimated
19MediumPDP-021 · confidenceProduct page

Q&A section or complete specifications for considered purchases

Desktop view. The pin marks where this belongs. Click to open the full screenshot.
Desktop view. The pin marks where this belongs. Click to open the full screenshot.Product pageDesktop view, 1440pxCaptured Sep 8, 2026, 11:10 AM

The problem

The product page does not have a Q&A section or a real specifications table. Shoppers cannot answer their own questions before buying.

Why it matters

Considered purchases (electronics, appliances, tools, tech gear) live and die on the details page. When shoppers cannot find dimensions, materials, compatibility, or answers to obvious questions, they leave to research on Amazon or a competitor and often buy there instead.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
1h content
estimated
20MediumPDP-031 · mobileProduct page

Tap targets at least 44x44 px on all interactive elements

Mobile view. This is where the fix belongs.
Mobile view. This is where the fix belongs.Product pagePhone view, 390pxCaptured Sep 8, 2026, 11:10 AM

The problem

Some interactive elements on the mobile page are smaller than 44x44 pixels. Fingers struggle to hit them accurately.

Why it matters

44x44 pixels is the minimum touch target Apple and the WCAG 2.2 guidelines recommend. Below that, mis-taps happen: buyers hit the wrong swatch, wrong quantity, wrong link, and abandon in frustration.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
3h front-end
estimated
21MediumPDP-032 · mobileProduct page

No layout shift (CLS) when images load

Mobile view. This is where the fix belongs.
Mobile view. This is where the fix belongs.Product pagePhone view, 390pxCaptured Sep 8, 2026, 11:10 AM

The problem

Content on the product page moves around while it loads ("layout shift"). Buyers try to tap a button and it jumps.

Why it matters

Layout shift is one of Google's Core Web Vitals. Beyond the SEO hit, it is deeply frustrating on mobile: you go to tap Add to Cart, an image loads above it, the button jumps down, and you tap something else instead.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
3h front-end
estimated
22MediumCRT-005 · transparencyCart

Delivery estimate for each item visible in cart

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.CartDesktop view, 1440pxCaptured Sep 8, 2026, 11:12 AM

The problem

The cart does not show a delivery estimate for each item. Buyers cannot see when their order will arrive.

Why it matters

Delivery timing is the second-biggest factor after price, especially for gifts and urgent purchases. Uncertain arrival dates push buyers to competitors who are clear.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
2h front-end
estimated
23MediumCRT-006 · transparencyCart

Discount/promo application shows explicit line item, not silent adjustment

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.CartDesktop view, 1440pxCaptured Sep 8, 2026, 11:12 AM

The problem

A discount has been applied but there is no explicit line showing the discount amount and label. The saving happens silently.

Why it matters

Buyers who applied a code want to see it working. A silent adjustment feels like the code did not work, and they may re-apply, try a different code, or abandon in frustration.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
2h front-end
estimated
24MediumCRT-015 · momentumCart

Save-for-later distinct from Remove (recovery preserved)

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.CartDesktop view, 1440pxCaptured Sep 8, 2026, 11:12 AM

The problem

The cart only offers a "Remove" action. There is no "Save for later" or "Move to wishlist" option to hold the item without buying today.

Why it matters

A shopper who is not ready to buy today but likes an item will either remove it (and forget) or leave the tab open (and forget). Either way you lose the sale. A save-for-later button captures that intent.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
4h front-end
estimated
25MediumCHK-003 · structureCheckout

Clear step indicator showing progress through checkout

Desktop view, zoomed to the issue location. Click to open the full screenshot.
Desktop view, zoomed to the issue location. Click to open the full screenshot.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The checkout doesn't show which step the buyer is on or how many steps remain. It feels like an infinite form.

Why it matters

Not knowing how long a task will take is one of the strongest predictors of abandonment. A visible "Step 2 of 3" gives buyers the confidence to push through the next 30 seconds of typing.

What to do

Add a slim progress bar under the Zulily logo (e.g., 'Information → Shipping → Payment') with the current step in purple bold and completed steps checked, so users know how many stages remain before the $32.24 total is charged.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
4h front-end
estimated
26MediumCHK-010 · formsCheckout

Single Full Name field (not first + last)

Desktop view, zoomed to the issue location. Click to open the full screenshot.
Desktop view, zoomed to the issue location. Click to open the full screenshot.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The checkout uses separate First Name and Last Name fields instead of a single Full Name field.

Why it matters

Two fields cost two taps and two keyboard focuses on mobile. Baymard research shows a single Full Name field measurably lifts checkout completion, especially on phones.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
4h front-end
estimated
27MediumCHK-019 · formsCheckout

Autocomplete attributes set correctly (given-name, family-name, cc-number, etc.)

Desktop view, zoomed to the issue location. Click to open the full screenshot.
Desktop view, zoomed to the issue location. Click to open the full screenshot.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

Personal-info fields are missing correct `autocomplete` attributes, or one is set to `autocomplete="off"`. Password managers and browser autofill do not work smoothly.

Why it matters

WCAG 2.2 requires autocomplete on personal-info fields for accessibility. Beyond compliance, correct autocomplete makes checkout a 2-tap experience for returning buyers, huge for mobile conversion.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
4h front-end
estimated
28MediumCHK-020 · formsCheckout

Ship-to same as billing offered as default

Desktop view, zoomed to the issue location. Click to open the full screenshot.
Desktop view, zoomed to the issue location. Click to open the full screenshot.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The checkout does not offer a "Same as shipping" checkbox for the billing address, with the box checked by default. Buyers have to type their address twice. (This rule only applies to physical-product stores.)

Why it matters

For most orders, billing and shipping addresses are the same. Making the buyer re-enter their address is duplicate work and a common source of typos.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
4h front-end
estimated
29MediumCHK-021 · formsCheckout

Phone number field explains why it is needed (or is optional)

Desktop view, zoomed to the issue location. Click to open the full screenshot.
Desktop view, zoomed to the issue location. Click to open the full screenshot.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The phone number field is required with no explanation why. Buyers who value their privacy hesitate or abandon.

Why it matters

"Why does a t-shirt store need my phone number?" is a real objection. Without a rationale, some shoppers will not give it and will leave.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
4h front-end
estimated
30MediumCHK-024 · formsCheckout

Form labels visible above fields (not placeholder-only)

Desktop view, zoomed to the issue location. Click to open the full screenshot.
Desktop view, zoomed to the issue location. Click to open the full screenshot.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The checkout form uses placeholder-only labels: the field's purpose is shown as grey text inside the input, and disappears the moment the buyer starts typing.

Why it matters

Placeholder-only labels violate WCAG accessibility, but they also just cost sales. A buyer who types a wrong value, then forgets what the field was for, has to erase everything to see the label again. Frustration compounds.

What to do

Add small persistent labels (e.g. 'First name' and 'Last name') above the two side-by-side inputs in the Delivery section, matching the style used for 'Country/Region'; apply the same pattern to Address, City, State, ZIP, and the credit card number/expiry/CVC fields so the label stays visible after typing instead of disappearing placeholder text.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
4h front-end
estimated
31MediumCHK-040 · mobileCheckout

Payment form supports mobile browser autofill for card details

Mobile view, zoomed to the issue location. Click to open the full screenshot.
Mobile view, zoomed to the issue location. Click to open the full screenshot.Checkout, first stepPhone view, 390pxCaptured Sep 8, 2026, 11:13 AM

The problem

The card-payment form is missing the `autocomplete` attributes mobile browsers need to autofill saved cards.

Why it matters

iOS and Android can autofill a saved card in one tap when the fields are labeled correctly. Without it, the buyer types 16 digits, expiry, and CVV manually, and many abandon.

Impact
0.2–0.7%
of checkouts, estimated
Fix effort
3h front-end
estimated
32MediumCHK-A04 · agentAI Shoppers

Delegated-payment compatibility signals present (tokenization endpoints)

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.Checkout, first stepDesktop view, 1440pxCaptured Sep 8, 2026, 11:13 AM

The problem

The checkout does not declare support for delegated-payment (ACP tokenization). Agents cannot pass a tokenized payment method on the buyer's behalf.

Why it matters

Delegated-payment is the piece that actually lets agents complete a purchase without asking the buyer to type their card. Stripe and PayPal both support this via their ACP modes. Without it, agents can prep the order but hand it back to the buyer to finalize.

Impact
0–0.7%
of checkouts, estimated
Fix effort
2h back-end
estimated
33LowPDP-013 · decisionProduct page

Quantity selector present and easy to use (tap-friendly on mobile)

Mobile view. This is where the fix belongs.
Mobile view. This is where the fix belongs.Product pagePhone view, 390pxCaptured Sep 8, 2026, 11:10 AMWe could not point at the exact spot on this page.

The problem

The quantity selector on this product page is either missing on mobile, or too small to tap comfortably.

Why it matters

Fat-finger errors turn quick purchases into frustrating ones. Apple's tap-target guideline is 44px minimum; anything smaller mistaps often on real thumbs.

What to do

Add a quantity stepper (- / qty / +) directly above the purple 'Add to bag' button, matching the width of the size buttons (M, XL, 1X, etc.) and at least 44px tall so shoppers can select multiple joggers before checkout.

Impact
0.1–0.4%
of checkouts, estimated
Fix effort
2h front-end
estimated
34LowCRT-A03 · agentAI Shoppers

Cart line items include machine-readable product IDs/GTINs

Desktop view. This is where the fix belongs.
Desktop view. This is where the fix belongs.CartDesktop view, 1440pxCaptured Sep 8, 2026, 11:12 AM

The problem

Cart line items do not include machine-readable product identifiers (SKU, GTIN, product_id). Agents see only display names.

Why it matters

Without a stable identifier per line, agents cannot cross-check items against a catalog, apply price rules, or reconcile the order. Display names change with translation and localization, they are not safe identifiers.

Impact
0–0.4%
of checkouts, estimated
Fix effort
2h back-end
estimated
35LowCHK-042 · mobileCheckout

No layout jumps when form errors appear

Mobile view. This is where the fix belongs.
Mobile view. This is where the fix belongs.Checkout, first stepPhone view, 390pxCaptured Sep 8, 2026, 11:13 AM

The problem

When an error message appears, the form visibly jumps, moving fields under the buyer's cursor or thumb.

Why it matters

Layout jumps cause mis-clicks and lose the buyer's place in the form. On mobile they routinely cause wrong-field input.

Impact
0.1–0.4%
of checkouts, estimated
Fix effort
3h front-end
estimated
AI ShoppersHow the store performs for AI shopping agents and AI search

An AI assistant can find Zulily. It cannot complete a purchase there.

UXFix scores every store twice: once for human shoppers, once for the agents now doing the browsing on their behalf. Zulily scores 61 for humans and 54 for agents. The gap is the part most stores have not looked at yet. 5 of the 12 agent rules are not fully met.

AI Shoppers score
54/100
AI search visibility
4of 8

Derived from this store's own captured product-page content. Coverage judges whether that content answers each query — it is not a measurement of search volume or of what any AI currently recommends.

What an agent could read
Price and availability present in DOM as text (not JS/image only)PDP-A02
llms.txt present at root; product URLs not bot-blockedPDP-A03
Canonical URLs stable; variant URLs machine-readable and permanentPDP-A04
Cart state reachable via stable URL or API endpointCRT-A01
No session trap that breaks agent-driven cart hydrationCRT-A02
No CAPTCHA-only gate without accessible agent pathCHK-A02
What it could not
Complete Product schema.org: price, availability, GTIN/SKU, rating, shipping detailsPDP-A01
Machine checkout readiness signals (ACP/UCP endpoints declared)CHK-A01
Delegated-payment compatibility signals present (tokenization endpoints)CHK-A04
Structured errors returned in machine-readable format for agent flowsCHK-A05
Cart line items include machine-readable product IDs/GTINsCRT-A03
AI search results we ran
best women's drawstring joggers for loungewear
Covered"Women's Loungewear Comfy and cozy wear!" under Product Features
purple and blue joggers vs blue and black joggers comparison
CoveredBundle section lists 'Purple And Blue Abstract Drawstring Joggers' and 'Blue And Black Abstract Drawstring Joggers' with prices
plus size joggers for women
CoveredSize options listed: "M L XL 1X 2X 3X 4X"
affordable joggers with free shipping
Covered"$29.99" price and "🚚 Free shipping" shown on product page
comfortable joggers to wear while working from home
PartialOnly generic "Comfy and cozy wear!" description, no WFH context
gift ideas for someone who loves cozy loungewear
MissingNo gift-related language anywhere in page content
matching jogger and top loungewear sets
MissingMeta description mentions a 'Raglan Top' but no matching-set language or bundling with joggers
daily deals on women's clothing and home goods
PartialNav lists categories like 'Women's', 'Home', 'Beauty' but product page has no deal summary

Questions this audit answers

What is Zulily's UX audit score?

Zulily (zulily.com) scored 61/100 on 8 September 2026 in UXFix's independent audit of its product page, cart and checkout, judged on 91 of the 115 rules run.

What are the biggest UX issues on zulily.com?

The audit found 31 failing checks. The costliest: cart shows full cost breakdown: items, shipping estimate, tax estimate, full total including shipping and tax visible before payment entry and add-to-cart CTA above the fold on mobile.

Can AI shopping agents read Zulily's store?

Zulily scores 54/100 on UXFix's AI Shoppers rules, which test whether an AI agent can read price, stock and shipping from the store and complete a purchase there.

How was this audit conducted?

UXFix ran the same 115 deterministic rules it runs on every store: a full purchase walk on desktop and mobile, from product page to payment step, using only the public storefront. No store data or analytics access was used, and every finding is shown with the captured screen.

How does Zulily compare with other audited stores?

Against 13 scored stores in the UXFix benchmark, Zulily ranks 6 with 61/100. The benchmark median is 60. As of 8 September 2026.

Conclusion

Zulily is not a badly built store. It passes 47 of 91 assessable rules. What it has is a band of friction between the product page and the payment step, and every part of it is named above.

The 35 findings above come to roughly 101 developer hours of estimated effort in total. Most are settings or template changes rather than rebuilds. A further 13 rules are only partly met and worth a look after these.

The pattern repeats across the stores we audit: the score is rarely lost on visual design, and it is rarely lost in one place. It is lost on when the cost appears, how many decisions stand between a shopper and paying, and whether a machine can read any of it.

If they fix three things
  1. Cart shows full cost breakdown: items, shipping estimate, tax estimate 2h front-end
  2. Full total including shipping and tax visible before payment entry 4h front-end
  3. Add-to-cart CTA above the fold on mobile 2h front-end
Now
61
Projected
61

Modelled, not measured. We re-audit for free to check.

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Cite or embed this audit

Quote the score with its date, or embed the live badge. The badge links back to this page and stays current if we re-audit.

Citation
UXFix (2026). Zulily UX and conversion audit: 61/100. Audited 8 September 2026. https://uxfix.ai/audits/zulily-com
Embed snippet
<a href="https://uxfix.ai/audits/zulily-com"><img src="https://uxfix.ai/audits/zulily-com/badge.svg" alt="UXFix score: Zulily 61/100" width="220" height="48" /></a>

More case studies

Recent audits from the same benchmark corpus.

Wpfactory
wpfactory.com
70/100
Timex
timex.com
54/100
Ifixit
ifixit.com
60/100

Disclaimer

This is an independent audit. It was not sponsored, commissioned, paid for or reviewed by Zulily, and UXFix has no commercial relationship with the store. Findings were produced from the public storefront on 8 September 2026 and may no longer reflect the live site. Conversion figures are estimates modelled from published abandonment research, not from the store's own analytics. Store name and screens are used for commentary and comparison. If you work at Zulily and would like this page corrected or removed, email [email protected].

Findings reflect zulily.com as captured on 8 September 2026. Stores change; if something here no longer matches the live site, email [email protected] and we will re-check and republish.

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