saas · Aug 20, 2026

vibecodinglist.com

48/100 Thin

Scores higher than 63% of 1,391 multi-step funnels we have measured. Among the 1,074 saas funnels in that group, higher than 55%.

How this was measured

Measured by Roentgen 1.25.1 on 2026-08-20. 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 11 that apply to a saas funnel. Per device: desktop 55 · mobile 40.

Walk 187 links on the entry page, 178 walkable. 1 matched a funnel step; we captured 2 pages in all, this one included.

Captured Homepage / Lander
Step 1 · Homepage / Lander1 / 2

What we recorded

The funnel, frame by frame

2 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

▲ strongest
5 tactics

$29 +2 more  ·  subscription  ·  2 proof points

Trust badgesPressFree trialLogo wallUsage proof
Missions
02

Missions

▼ thinnest
1 tactic
Press

In their own words

34 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
Product Feedback for Vibe-Coded Apps | VibeCodingList
Meta description
Ask one clear question about your product and get targeted feedback from builders and contributors. Review projects, build reputation, and earn rewards.
Headline
Ask one clear question about your product. Get targeted feedback.
Section headings
What builders are sayingFeatured ProjectsBoosted ProjectsVCL works because builders help builders.Examples of focused feedback requestsWhy answer feedback requests?Need more attention or a deeper review?Questions builders and contributors ask first+8 more, not shown
Buttons and links
ProjectsMissionsLeaderboardsToolsMoreSubmitStart earningLog inGet feedback on my projectBecome an Analyst+2 more, not shown
Prices on the page
$29$3.99.$59

Sections

5 identified

structural bands identified on this funnel, cropped from its own capture

measuredextracted directly from the live page. a fact, not an opinion
Hero section of vibecodinglist.com
Hero1% down the page
Features section of vibecodinglist.com
Features61% down the page
Logos section of vibecodinglist.com
Logos80% down the page
FAQ section of vibecodinglist.com
FAQ87% down the page
Footer section of vibecodinglist.com
Footer94% down the page

Elements

1 harvested

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

measuredextracted directly from the live page. a fact, not an opinion
Rating element
Rating“226 reviews”

What we found

5 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

Action path2 of 4

Puts proof in the first viewport B.patel Analyst + Trusted · 44 reviews
Offers a free trial or free tier free credits

Trust & proof2 of 2

Shows customer logos or a trusted-by claim used by
Puts a number on adoption 200+ projects

Friction reduction1 of 2

Offers a free trial or free tier also shown under Action path

Value reinforcement1 of 2

Puts a number on adoption also shown under Trust & proof

What we didn’t find

6 of 11 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 see6 of 11 applicable

FAQ / objection handling 1,302 of the 1,968 funnels we checked
Pricing tiers 699 of the 1,385 SaaS funnels we checked
Demo / docs entry 477 of the 1,393 funnels we checked
Lead-capture form 342 of the 1,393 funnels we checked
Us-vs-them comparison 332 of the 1,968 funnels we checked
Scarcity / urgency copy 101 of the 1,960 funnels we checked

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

17 run · 6 flagged

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

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

6 of 16 measured checks need work1 could not be measured — not counted either way

Text contrast (WCAG AA)

contrast:text-contrast-wcag-aa

87% of measurable text passes WCAG AA. 4+ runs fail.

worst: “Jul 30” at 2.57:1 (11px, #52525b on #09090b). needs 4.5:1

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 ~12px). below the ~16px readable floor.

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

Named controls

a11y:named-controls

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

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

Oversized images

weight:oversized-images

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

“eyJ0eXBlIjoicHJveHkiLCJzcmMiOiJodHRwczov” is 1000px wide, displayed at 40px

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

Landmark regions

structure:landmark-regions

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

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

Tap-target size (mobile)

mobile:tap-target-size-mobile

173 of 352 interactive targets are under 44×44px on mobile.

smallest: “Open global search” at 32×28px

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

Worth knowing6

Line length

4 paragraphs run past ~95 characters per line.

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

type:line-length
Heading levels

1 heading skips 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

24 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
Autocomplete hints

No autocomplete attributes across 1 field. browsers cannot autofill.

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

forms:autocomplete-hints

Not measurable1

Page weight

At least 1.0 MB across 157 measurable resources, but 136 cross-origin resources did not expose a size. The true weight cannot be determined from the page.

weight:page-weight

Clear4

Mobile viewport · Language declared · Image alt text · Render-blocking resources

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#3b82f6
accent#3b82f6
bg#ffffff
surface#fde68a
text#a1a1aa
See the roles applied
accent

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

the roles, doing their job
The quick brown fox30px
Jumps over the lazy dog24px
A subheading in their voice20px

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
9pxAa
10pxAa
11pxAa
12pxAa
13pxAa
14pxAa
15pxAa
16pxAa
18pxAa
20pxAa
24pxAa
30pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa700
FAMILIES
Iowan Old Style · ui-sans-serif
rendered in their own type system · webfont not loaded. system fallback if uninstalled

Measured, found none

1 of 9 layers

layers we ran on this funnel that came back empty

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

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

We ran this pass 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.

X-ray a funnel

Your competitor's funnel is one URL away.

Give your AI real references · Measured facts, not taste

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