saas · Aug 31, 2026

longcat-image.org

35/100 Sparse

Scores higher than 25% of 1,391 multi-step funnels we have measured. Among the 1,074 saas funnels in that group, higher than 15%.

How this was measured

Measured by Roentgen 1.27.0 on 2026-08-31. 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 35.

Walk 15 links on the entry page, 12 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

5 tactics
FAQTrust badgesFree trialNo cardLogo wall
Pricing
02

Pricing

5 tactics

$9.9 +5 more  ·  save 40%  ·  subscription  ·  1 proof point

FAQTrust badgesFree trialNo cardLogo wall

In their own words

30 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
Longcat Image - AI Image Generation & Editing Platform
Meta description
Longcat Image is an AI-powered image generation and editing platform built on Meituan's LongCat-Image 6B model. Features superior Chinese-English text rendering, photorealistic generation, and comprehensive image editing capabilities.
Headline
Create Stunning Images with AI in Seconds
Section headings
What is Longcat ImageWhy Choose Longcat ImageHow to Create with Longcat ImageKey Features of Longcat ImageWhat Creators Say About Longcat ImageFrequently Asked QuestionsStart Creating Amazing Images Today6B Parameter Model+7 more, not shown
Buttons and links
Text to ImageImage to ImageProduct photoPosterStory sceneSign In to Generate ImageBuy CreditsSuperior Text RenderingMulti-Round EditingOpen-Source Foundation+2 more, not shown

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
FAQ section of longcat-image.org
FAQ76% down the page
CTA section of longcat-image.org
CTA89% down the page
Footer section of longcat-image.org
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
Price anchor element
Price anchor“$9.9”

What we found

3 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 path1 of 4

Offers a free trial or free tier Get Started Free

Trust & proof1 of 2

Shows customer logos or a trusted-by claim trusted by

Friction reduction2 of 2

Answers buyer objections Frequently Asked Questions
Offers a free trial or free tier also shown under Action path

What we didn’t find

8 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 see8 of 11 applicable

Pricing tiers 699 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
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

14 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

5 of 13 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 ~18px). below the ~16px readable floor.

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

Named controls

a11y:named-controls

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

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

Render-blocking resources

weight:render-blocking-resources

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

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

Oversized images

weight:oversized-images

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

“image?url=%2Fimgs%2Ffeatures%2Flongcat-g” is 1920px wide, displayed at 501px

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

Tap-target size (mobile)

mobile:tap-target-size-mobile

61 of 78 interactive targets are under 44×44px on mobile.

smallest: “Open Menu” at 40×75px

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

Worth knowing5

Line length

8 paragraphs run past ~95 characters per line.

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

type:line-length
Page weight

At least 3.2 MB across 266 measurable resources. 63 cross-origin resources did not expose a size, so the real total is higher.

FixCompress and lazy-load below-the-fold media; drop unused third-party scripts.

weight:page-weight
Landmark regions

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

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

structure:landmark-regions
Keyboard reachability

2 elements look clickable but cannot be reached by keyboard.

FixUse <button>/<a>, or add role + tabindex="0" and a key handler.

structure:keyboard-reachability

Not measurable1

Text contrast (WCAG AA)

All 70 sampled text runs sit over images or gradients. effective contrast is not computable.

contrast:text-contrast-wcag-aa

Clear3

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 %
text#0a0a0a
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
36pxAa
48pxAa
72pxAa
WEIGHTS
Aa400
Aa500
Aa600
FAMILIES
Noto Sans Mono
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.

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