ecommerce · Aug 3, 2026

chubbiesshorts.com

25/100 Sparse

Scores higher than 13% of 1,391 multi-step funnels we have measured. Among the 157 ecommerce funnels in that group, higher than 43%.

How this was measured

Measured by Roentgen 1.18 on 2026-08-03. A capture is read once and its measurements freeze there, so the stamp says which ruleset read this one.

Coverage is detection coverage, not a verdict — it counts the conversion tactics we could prove are present, out of the 15 that apply to an ecommerce funnel. Per device: desktop 25 · mobile 25.

Walk 332 links on the entry page, 319 walkable. 2 matched a funnel step; we captured 3 pages in all, this one included.

Captured Homepage / Lander
Step 1 · Homepage / Lander1 / 3

What we recorded

Progress

4 scans

this funnel’s coverage score across measured re-scans

measuredextracted directly from the live page. a fact, not an opinion
Unchanged across 4 scans Same 3 conversion tactics detected since 2026-07-17.
  1. 3 tactics 2026-07-17
  2. 3 tactics 2026-07-30
  3. 3 tactics 2026-08-02
  4. 3 tactics 2026-08-03

The funnel, frame by frame

3 steps walked

see their whole funnel without clicking through it. scored step by step

measuredextracted directly from the live page. a fact, not an opinion
Homepage / Lander
01

Homepage / Lander

6 tactics

$50 +4 more  ·  1 proof point

Sticky CTAFree giftTrust badgesFree shippingFree trialLogo wall
Collections
02

Collections

▼ thinnest
6 tactics

$20 +14 more  ·  1 proof point

Sticky CTAFree giftTrust badgesFree shippingFree trialLogo wall
Products
03

Products

▲ strongest
7 tactics

$55.00 +7 more  ·  1 proof point

Sticky CTAReviewsFree giftTrust badgesFree shippingFree trialLogo wall

In their own words

20 quoted

the entry page’s own title, headline, buttons and prices — quoted, never paraphrased

measuredextracted directly from the live page. a fact, not an opinion
Page title
Chubbies Shorts - Proper Length Men's Shorts & So Much More
Meta description
The weekend has arrived. Get the good times fired up. Shop our raddest weekend-built gear, and get free shipping & free returns.
Headline
Account Hub
Buttons and links
🇺🇸Search: Shorts Swim NFL Pants Golf KidsFEATUREDSHORTSSWIMPANTSTOPSKIDSEXTRASJoin or Sign In+2 more, not shown
Prices on the page
$50$50.00$100.$100$0.00

What we found

3 tactics

conversion tactics we could prove are present, with the on-page text that evidences each

measuredextracted directly from the live page. a fact, not an opinion

Offer clarity2 of 4

Anchors the price against a higher original $55.00
Offers free shipping FREE SHIPPING

Trust & proof1 of 3

Displays a wall of customer reviews review widget

Friction reduction1 of 3

Offers free shipping also shown under Offer clarity

What we didn’t find

12 of 15 applicable

applicable tactics we checked for and did not see on any step we reached

measuredextracted directly from the live page. a fact, not an opinion

What we didn’t see12 of 15 applicable

FAQ / objection handling 1,302 of the 1,968 funnels we checked
Press / "as seen in" 508 of the 1,960 funnels we checked
Us-vs-them comparison 332 of the 1,968 funnels we checked
Proof above the fold 314 of the 1,968 funnels we checked
Scarcity / urgency copy 101 of the 1,960 funnels we checked
Express wallets 31 of the 185 ecommerce funnels we checked
Money-back guarantee 31 of the 185 ecommerce funnels we checked
Proof at every step 27 of the 185 ecommerce funnels we checked
Countdown / urgency timer 15 of the 185 ecommerce funnels we checked
Per-unit price anchor 9 of the 185 ecommerce funnels we checked
Stacked free gifts
Subscription / auto-ship

Absence is a measurement, not a recommendation: we do not know why a tactic is missing, whether it belongs here, or whether adding it would change anything. Where a walk stopped early, a tactic living deeper would also read as not detected.

How well it’s built

22 run · 9 flagged

contrast, mobile, typography, accessibility, weight — each with what would fix it

measuredextracted directly from the live page. a fact, not an opinion

9 of 22 measured checks need work

Text contrast (WCAG AA)

contrast:text-contrast-wcag-aa

85% of measurable text passes WCAG AA. 4+ runs fail. 31% of text was unmeasurable (over images/gradients). not counted either way.

worst: “LAKE LEGENDS” at 1:1 (56px, #ffffff on #ffffff). needs 3:1

FixRaise text/background contrast to ≥4.5:1 (≥3:1 for large text), especially on CTAs and body copy.

Body text size

type:body-text-size

Smallest body text is 10px (base ~13px). below the ~16px readable floor.

FixKeep body copy ≥15-16px; reserve sub-13px for fine print only.

Line height

type:line-height

Body line-height is 1.2×. tight enough to hurt readability.

FixSet body line-height to ~1.4-1.6×.

Form labels

a11y:form-labels

3 of 6 form fields have no label.

FixGive every input a <label> or aria-label; placeholders are not labels.

Named controls

a11y:named-controls

232 buttons/links have no accessible name (icon-only, no aria-label).

FixAdd aria-label to icon-only buttons and links.

Page weight

weight:page-weight

At least 7.0 MB across 342 measurable resources. 398 cross-origin resources did not expose a size, so the real total is higher.

FixCompress and lazy-load below-the-fold media; drop unused third-party scripts.

Render-blocking resources

weight:render-blocking-resources

33 stylesheets/scripts in <head> block first paint.

FixDefer non-critical JS (defer/async) and inline only critical CSS.

Oversized images

weight:oversized-images

135 images are shipped at more than 2x the width shown.

“Logo_F43_Header_2.png?v=1648673636&width” is 522px wide, displayed at 140px

FixServe responsive sizes (srcset/sizes) matching the rendered width.

Tap-target size (mobile)

mobile:tap-target-size-mobile

576 of 757 interactive targets are under 44×44px on mobile.

smallest: “Account” at 20×24px

FixGive tappable controls a ≥44×44px hit area. the touch minimum.

Worth knowing9

Line length

9 paragraphs run past ~95 characters per line.

FixCap measure at ~60-75ch for comfortable reading.

type:line-length
Heading structure

The landing page has no <h1>.

FixUse exactly one <h1> as the page’s title.

a11y:heading-structure
Heading levels

2 headings skip a level (e.g. <h2> followed by <h4>). Screen-reader users navigate by this outline.

FixStep heading levels one at a time; use CSS for size, not a deeper level.

a11y:heading-levels
Label in name

2 controls have an aria-label that does not contain its visible text, so voice-control users cannot activate it by saying what they see.

FixMake the accessible name start with the visible label text.

a11y:label-in-name
Landmark regions

No <main> landmark. screen-reader users cannot jump between regions.

FixWrap the page in <header>, <main> and <footer> (or matching ARIA roles).

structure:landmark-regions
Keyboard reachability

53 elements look clickable but cannot be reached by keyboard.

FixUse <button>/<a>, or add role + tabindex="0" and a key handler.

structure:keyboard-reachability
Autocomplete hints

No autocomplete attributes across 6 fields. browsers cannot autofill.

FixAdd autocomplete="email"/"tel"/"name" to identity fields.

forms:autocomplete-hints

Clear4

Mobile viewport · Language declared · Image alt text · Inline validation

Brand kit

5 colour roles

palette by on-page usage · type rendered live

measuredextracted directly from the live page. a fact, not an opinion
full palette ordered by on-page usage %
primary#ee5780
accent#ee5780
bg#ffffff
surface#daf2f0
text#ffffff
See the roles applied
accent

Body copy in their text role, on a surface card.

the roles, doing their job
The quick brown fox56px
Jumps over the lazy dog32px
A subheading in their voice24px

Body copy set at their measured paragraph size. This is how their product reads to a first-time visitor. same family, same scale, same weight.

  • List item one, at body scale
  • List item two
  • List item three
Type scale, weights & families
SIZE SCALE
11pxAa
13pxAa
14pxAa
15pxAa
16pxAa
18pxAa
21pxAa
24pxAa
32pxAa
56pxAa
WEIGHTS
Aa400
Aa600
Aa700
Aa800
FAMILIES
Montserrat
rendered in their own type system · webfont not loaded. system fallback if uninstalled

Measured, found none

2 of 9 layers

layers we ran on this funnel that came back empty

measuredextracted directly from the live page. a fact, not an opinion

Elements — the atomic pieces — price anchors, ratings, guarantees — with their verbatim on-page text

Playbook match — which funnel play this page runs — measured, evidence-quoted

We ran these passes on the pages we captured and found nothing to show. That is a measurement of this funnel, not a recommendation — and it is a different statement from a layer we never ran, which does not appear here at all.

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