saas · Aug 9, 2026

vibecodinghub.org

40/100 Thin

Scores higher than 80% of 577 entry-page captures we have measured. Among the 311 saas funnels in that group, higher than 68%.

Walk 106 links seen, 95 walkable, and 0 matched a funnel step. If this funnel continues past the entry page, we did not reach it — everything below is measured from the entry page alone.

How this was measured

Measured by Roentgen 1.20.1 on 2026-08-09. 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 40 · mobile 40.

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

What we recorded

The funnel, frame by frame

1 step 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

4 tactics

$10  ·  subscription

PressFree trialLogo wallPricing tiers

In their own words

28 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
VibecodingHub.org - Discover the Best Vibe Coding Tools
Meta description
Curated collection of vibe coding tools that make coding more productive and inspiring. Updated weekly with AI assistants, IDEs, and CLI tools.
Headline
Find your next vibe coding stack
Section headings
SuperpowersBrowse tools without the clutterKeep people moving instead of ending the session on page oneQuestions people ask before switching toolsPrime AgentCompound EngineeringAgentsViewTencentDB Agent Memory+4 more, not shown
Buttons and links
CategoriesAgentic Coding137CLI Tools77Browser25IDE Plugins18Superpowers IDE Plugins • Agentic Coding 252.4K+Claude Code CLI Tools • Agentic Coding 139K+OpenCode CLI Tools • Agentic Coding 124K+Gemini CLI CLI Tools • Agentic Coding 103K+IDEs 14+2 more, not shown
Prices on the page
$10

Sections

3 identified

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

measuredextracted directly from the live page. a fact, not an opinion
Nav section of vibecodinghub.org
Nav0% down the page
FAQ section of vibecodinghub.org
FAQ90% down the page
Footer section of vibecodinghub.org
Footer95% down the page

What we found

4 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 clarity1 of 1

Makes the pricing ladder explicit free, $10/mo

Action path1 of 4

Offers a free trial or free tier free tier

Trust & proof1 of 2

Shows customer logos or a trusted-by claim logos: Superpowers preview, Dang.ai, Powered by Startup Fast

Friction reduction1 of 2

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

What we didn’t find

7 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 see7 of 11 applicable

FAQ / objection handling 1,302 of the 1,968 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
Proof above the fold 314 of the 1,968 funnels we checked
Usage / adoption proof 237 of the 1,539 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

11 run · 3 flagged

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

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

3 of 10 measured checks need work1 could not be measured — not counted either way

Body text size

type:body-text-size

Smallest body text is 12px (base ~20px). below the ~16px readable floor.

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

Oversized images

weight:oversized-images

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

“superpowers.webp” is 2134px wide, displayed at 384px

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

Tap-target size (mobile)

mobile:tap-target-size-mobile

146 of 225 interactive targets are under 44×44px on mobile.

smallest: “Switch to dark mode” at 40×40px

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

Worth knowing3

Line length

1 paragraph runs past ~95 characters per line.

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

type:line-length
Form labels

2 form fields rely on placeholder text as the only label.

FixBack placeholders with a real <label>. placeholder text vanishes on input.

a11y:form-labels
Render-blocking resources

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

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

weight:render-blocking-resources

Not measurable1

Page weight

At least 1.0 MB across 77 measurable resources, but 49 cross-origin resources did not expose a size. The true weight cannot be determined from the page.

weight:page-weight

Clear4

Text contrast (WCAG AA) · Mobile viewport · Language declared · Image alt text

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#e8f0fe
accent#e8f0fe
bg#ffffff
surface#f8fafc
text#5c6b7f
See the roles applied
accent

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

the roles, doing their job
The quick brown fox72px
Jumps over the lazy dog48px
A subheading in their voice36px

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
12pxAa
14pxAa
16pxAa
18pxAa
20pxAa
24pxAa
30pxAa
36pxAa
48pxAa
72pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa700
FAMILIES
Space Grotesk · Manrope
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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