saas · Jul 30, 2026

vibin.live

18/100 Sparse

Scores higher than 68% of 577 entry-page captures we have measured. Among the 311 saas funnels in that group, higher than 54%.

3 conversion tactics detected
1 page captured
5 UX checks
2 flagged

Measured from a 1-page capture. We did not walk past the entry page, so signals that live deeper in a funnel could not be seen.

How this was measured

Measured by Roentgen 1.10 on 2026-07-30. 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 35 · mobile 0.

Scan

What we recorded

Progress

4 scans

this funnel’s coverage score across measured re-scans

measured

3 fewer tactics detected 3 → 0 across 4 scans since 2026-07-29. The ruleset changed in this window, so part of this may be our detection improving rather than the page changing.

3 tactics 2026-07-29
→
3 tactics 2026-07-30
→
0 tactics 2026-08-02
→
0 tactics 2026-08-03

The funnel, frame by frame

1 step walked

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

measured

Feed

4 tactics

$15 +3 more · subscription

Trust badgesLogo wallUsage proofPricing tiers

In their own words

25 quoted

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

measured

Page title: Feed | Vibin
Meta description: The Home of AI Builders. Discover, learn, and stay current on AI building tools. Curated content from expert creators for non-technical builders.
Headline: Feed
Section headings: The next obvious move. Google #Pixel11 Pro.Autonomous Code Iteration Tool Reaches Zero Errors or High Coverage AutomaticallyWhy AI Product Teams Are Replacing PRDs with Eval SetsContour Transforms 2D Topographic Maps Into 3D Terrain With AI Voice ToursHow to Build a Multi-Agent Team on Buzz Using Codex and Claude CodeBAND Lets Your Personal AI Agent Negotiate Directly With Other People's AgentsConnect Claude Code to n8n for Hands Free Coding WorkflowsWhy Marketing Is Now the Only Skill That Matters for Indie Builders+1 more, not shown
Buttons and links: BeginnerIntermediateExpertAllToolsNewsTipsFollowShow more
Prices on the page: $15$13$13,366$40,000.

What we found

3 tactics

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

measured

Offer clarity1 of 1

Makes the pricing ladder explicit free, $13,366mo

Trust & proof2 of 2

Shows customer logos or a trusted-by claim logos: Tom Dörr, Aakash Gupta, Riley Brown, Santiago, @levelsio

Puts a number on adoption 8 Million Users

Value reinforcement1 of 2

Puts a number on adoption also shown under Trust & proof

What we didn’t find

8 of 11 applicable

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

measured

What we didn’t see8 of 11 applicable

FAQ / objection handling 1,302 of the 1,968 funnels we checked

Free trial / freemium 1,084 of the 1,385 SaaS funnels we checked

Press / "as seen in" 508 of the 1,960 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

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

6 run · 3 flagged

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

measured

3 of 6 measured checks need work

Text contrast (WCAG AA)

contrast:text-contrast-wcag-aa

85% of measurable text passes WCAG AA. 4+ runs fail.

worst: “· 5h ago” at 2.78:1 (11px, #6b6760 on #232230). 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. below the ~16px readable floor.

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

Tap-target size (mobile)

mobile:tap-target-size-mobile

71 of 122 interactive targets are under 44×44px on mobile.

smallest: “Switch to light mode” at 32×32px

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

Clear3

Mobile viewport · Language declared · Image alt text

Brand kit

5 colour roles

palette by on-page usage · type rendered live

measured

full palette ordered by on-page usage %

primary#232230

accent#232230

bg#ffffff

surface#ffffff

text#a09b93

See the roles applied

accent

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

the roles, doing their job

The quick brown fox20px

Jumps over the lazy dog16px

A subheading in their voice14px

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

10pxAa

11pxAa

12pxAa

13pxAa

14pxAa

16pxAa

20pxAa

WEIGHTS

Aa400

Aa500

Aa600

Aa700

FAMILIES

Sora

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

measured

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.

X-ray a funnel