Body text size
type:Smallest body text is 12px (base ~14px). below the ~16px readable floor.
FixKeep body copy ≥15-16px; reserve sub-13px for fine print only.
01
Showcase
2 tactics
content · Aug 9, 2026
vibecodinghub.org
Fewer than 1% of the 1,781 multi-step funnels we have measured showed fewer conversion tactics than we found here.
0 conversion tactics detected
3 pages walked · measured by Roentgen 1.20.1
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.
This is detection coverage, not a verdict — it counts the conversion tactics we could prove are present, out of the 5 that apply to a content funnel. A low count means we did not detect those patterns, not that the funnel is weak.
Walk 56 links on the entry page, 48 walkable. 2 matched a funnel step; we captured 3 pages in all, this one included.
The short version, in 4 parts
-
Not seen
5 of 5 applicable tactics we checked for and did not see
- FAQ / objection handling
- An accordion / FAQ block answering objections.
- Press / "as seen in"
- Media logos or an "as seen in / featured in" claim borrowing publication credib…
- Us-vs-them comparison
- A comparison table framing the brand against alternatives.
+ 2 more
-
Flagged
4 of 12 build checks flagged, each with a fix
- Body text size
- Smallest body text is 12px (base ~14px). below the ~16px readable floor.
- Render-blocking resources
- 8 stylesheets/scripts in <head> block first paint.
- Oversized images
- 16 images are shipped at more than 2x the width shown.
+ 1 more
-
Walked
3 pages walked, Showcase to Showcase
- Step 1
- Showcase
- Step 2
- Showcase
- Step 3
- Showcase
-
In their words
The headline:
Real builds, not just opinions about tools
- Promise
Explore real websites and tools built with vibe coding, including project details, tech stacks, screenshots,…
What we recorded
The funnel, frame by frame
3 steps walkedIn their own words
15 quotedthe 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
Vibe Coding Project Showcase | VibecodingHub.org
- Meta description
Explore real websites and tools built with vibe coding, including project details, tech stacks, screenshots, and links to each official site.
- Headline
Real builds, not just opinions about tools
- Section headings
Bulk Domain Rating Checker
YAML Lint
Swagger Preview
App Store Viewer
HSP Test
Kubebuilder 中文文档
JSON Formatter
tteg
+3 more, not shown- Buttons and links
Categories
Sections
2 identified
structural bands identified on this funnel, cropped from its own capture
measuredextracted directly from the live page. a fact, not an opinion
What we didn’t find
5 of 5 applicableapplicable tactics we checked for and did not see on any step we reached
measuredextracted directly from the live page. a fact, not an opinionWhat we didn’t see5 of 5 applicable
FAQ / objection handling
1,615 of the 2,420 funnels we checked
Press / "as seen in"
642 of the 2,417 funnels we checked
Us-vs-them comparison
441 of the 2,420 funnels we checked
Proof above the fold
381 of the 2,420 funnels we checked
Scarcity / urgency copy
125 of the 2,417 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
12 run · 4 flaggedcontrast, mobile, typography, accessibility, weight — each with what would fix it
measuredextracted directly from the live page. a fact, not an opinion4 of 11 measured checks need work1 could not be measured — not counted either way
Render-blocking resources
weight:8 stylesheets/scripts in <head> block first paint.
FixDefer non-critical JS (defer/async) and inline only critical CSS.
Oversized images
weight:16 images are shipped at more than 2x the width shown.
“dr.webp” is 1440px wide, displayed at 626px
FixServe responsive sizes (srcset/sizes) matching the rendered width.
Tap-target size (mobile)
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
6 paragraphs run past ~95 characters per line.
FixCap measure at ~60-75ch for comfortable reading.
type:Skip link
No same-page “skip to content” link was found. Keyboard users tab through the whole nav on every page.
FixAdd a first-in-DOM <a href="#main"> that is visible on focus.
a11y:Label in name
12 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:Not measurable1
Page weight
At least 1.0 MB across 79 measurable resources, but 130 cross-origin resources did not expose a size. The true weight cannot be determined from the 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 opinionfull palette ordered by on-page usage %
primary#e8f0fe
accent#e8f0fe
bg#ffffff
surface#f8f9fa
text#0f1729
See the roles applied
accent
Body copy in their text role, on a surface card.
the roles, doing their job
The quick brown fox60px
Jumps over the lazy dog24px
A subheading in their voice18px
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
18pxAa
24pxAa
60pxAa
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
3 of 9 layerslayers we ran on this funnel that came back empty
measuredextracted directly from the live page. a fact, not an opinionElements — the atomic pieces — price anchors, ratings, guarantees — with their verbatim on-page text
What we found — conversion tactics we could prove are present, with the on-page text that evidences each
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.
