saas · Aug 20, 2026

vibecodinglist.com

55/100 Thin

Scores above 62% of 1,252 multi-step funnels we have measured. Among the 959 saas funnels in that group, above 54%.

How this was measured

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.

Measured by Roentgen 1.25.1, one of our versioned rulesets. A capture is read once and its measurements freeze there, so the stamp says which ruleset read this one.

Walk 187 links seen, 178 walkable, 1 matched, and we walked 2 pages.

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 free credits

Value reinforcement1 of 2

Puts a number on adoption 200+ projects

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 1175 of 1777 measured funnels run this
Pricing tiers 636 of 1248 measured funnels run this
Demo / docs entry 440 of 1256 measured funnels run this
Lead-capture form 310 of 1256 measured funnels run this
Us-vs-them comparison 304 of 1777 measured funnels run this
Scarcity / urgency copy 94 of 1769 measured funnels run this

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

16 run · 5 flagged

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

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

Readability & contrast1 flagged

Text contrast (WCAG AA) needs workcontrast: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

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

Mobile & tap targetsclear

Mobile viewport passesmobile:mobile-viewport

Responsive viewport meta is present.

Typography1 flagged

Body text size needs worktype:body-text-size

Smallest body text is 10px (base ~12px). below the ~16px readable floor.

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

Line length notetype:line-length

4 paragraphs run past ~95 characters per line.

fix Cap measure at ~60-75ch for comfortable reading.

Accessibility hygiene1 flagged

Language declared passesa11y:language-declared

html[lang] is set for screen readers.

Image alt text passesa11y:image-alt-text

All 168 content images carry alt text.

Named controls needs worka11y:named-controls

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

fix Add aria-label to icon-only buttons and links.

Heading levels notea11y:heading-levels

1 heading skips a level (e.g. <h2> followed by <h4>). Screen-reader users navigate by this outline.

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

Label in name notea11y: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.

fix Make the accessible name start with the visible label text.

Weight & delivery1 flagged

Page weight not measurableweight: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.

Render-blocking resources passesweight:render-blocking-resources

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

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

Oversized images needs workweight:oversized-images

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

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

fix Serve responsive sizes (srcset/sizes) matching the rendered width.

Structure & reachability1 flagged

Landmark regions needs workstructure:landmark-regions

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

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

Form usabilityclear

Autocomplete hints noteforms:autocomplete-hints

No autocomplete attributes across 1 field. browsers cannot autofill.

fix Add autocomplete="email"/"tel"/"name" to identity fields.

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

We also looked for Playbook match, and found none on this funnel.

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