saas · Sep 20, 2026

monalisaimg.com

We found more conversion tactics here than on 84% of the 324 entry-page SaaS captures we have measured.

5 conversion tactics detected

1 page walked · measured by Roentgen 1.27.0

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

Walk 30 links seen, 20 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.

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How this was measured

Measured by Roentgen 1.27.0 on 2026-09-20. 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 11 that apply to a saas funnel. A low count means we did not detect those patterns, not that the funnel is weak.

Against all 640 entry-page captures, more conversion tactics than 91% of them.

The short version, in 4 parts

Proven on the page
5 conversion tactics detected, each backed by text on the page

Answers buyer objections
Frequently Asked Questions
Puts proof in the first viewport
Preview 1024x1024 Featured Examples View All +35 more
Offers a free trial or free tier
Start free

+ 2 more with evidence

See all 5
Not seen
6 of 11 applicable tactics we checked for and did not see

Pricing tiers
Named plan tiers with per-month / per-seat pricing.
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.

+ 3 more

See what we looked for
Flagged
4 of 13 build checks flagged, each with a fix

Body text size
Smallest sampled text is 11px, below the 13px floor this check uses.
Named controls
3 buttons/links have no accessible name (icon-only, no aria-label).
Oversized images
8 images are shipped at more than 2x the width shown.

+ 1 more

See the fixes
In their words
The headline: Mona Lisa 1 AI Image Generator

Promise
Explore Mona Lisa 1, the image model reported in Arena. Check possible OpenAI links, release and API status,…

Read every quote

Scan

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

What we recorded

Progress

2 scans

this funnel’s coverage score across measured re-scans

measured

1 more tactic detected 4 → 5 across 2 scans since 2026-08-12. The ruleset changed in this window, so part of this may be our detection improving rather than the page changing.

4 tactics 2026-08-12
→
5 tactics 2026-09-20

The funnel, frame by frame

1 step walked

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

measured

Homepage / Lander

6 tactics

FAQTrust badgesFree trialNo cardLogo wallDemo / docs

In their own words

29 quoted

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

measured

Page title: Mona Lisa 1 AI Image Generator | Mona Lisa Img
Meta description: Explore Mona Lisa 1, the image model reported in Arena. Check possible OpenAI links, release and API status, and create AI images with available models.
Headline: Mona Lisa 1 AI Image Generator
Section headings: What Is Mona Lisa 1?Mona Lisa 1 Status at a GlanceAI Image Generator ExamplesWhat Makes Mona Lisa 1 DifferentFrequently Asked QuestionsPrompt Guides, Benchmarks & ComparisonsMona Lisa 1 AI Image Generator: What You Can Use NowUnprecedented Realism+6 more, not shown
Buttons and links: Sign InText to ImageImage to ImageGPT Image 2.01024x1024 (Square)Advanced OptionsSign in to Generate1Featured ExamplesWhat is Mona Lisa 1? −+2 more, not shown

Sections

5 identified

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

measured

Nav section of monalisaimg.com — **Nav**0% down the page

Hero section of monalisaimg.com — **Hero**1% down the page

Features section of monalisaimg.com — **Features**59% down the page

FAQ section of monalisaimg.com — **FAQ**71% down the page

Footer section of monalisaimg.com — **Footer**96% down the page

What we found

5 tactics

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

measured

objection1 of 2

Answers buyer objections Frequently Asked Questions

proof2 of 4

Puts proof in the first viewport Preview 1024x1024 Featured Examples View All +35 more

Shows customer logos or a trusted-by claim logo wall (4 distinct marks)

offer1 of 2

Offers a free trial or free tier Start free

checkout1 of 2

Offers a demo or docs entry point documentation

What we didn’t find

6 of 11 applicable

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

measured

What we didn’t see6 of 11 applicable

Pricing tiers 873 of the 1,673 SaaS 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

Lead-capture form 437 of the 1,683 funnels we checked

Usage / adoption proof 289 of the 2,043 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

13 run · 4 flagged

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

measured

4 of 12 measured checks need work1 could not be measured — not counted either way

Body text size

type:body-text-size

Smallest sampled text is 11px, below the 13px floor this check uses.

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

Oversized images

weight:oversized-images

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

“mona-lisa-1.webp” is 1672px wide, displayed at 436px

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

Tap-target size (mobile)

mobile:tap-target-size-mobile

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

smallest: “Close announcement” at 24×24px

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

Worth knowing4

Line length

7 paragraphs run past ~95 characters per line.

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

type:line-length

Render-blocking resources

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

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

weight:render-blocking-resources

Not measurable1

Text contrast (WCAG AA)

All 1 sampled text runs sit over images or gradients. effective contrast is not computable.

contrast:text-contrast-wcag-aa

Clear4

Mobile viewport · Language declared · Image alt text · Page weight

Brand kit

5 colour roles

palette by on-page usage · type rendered live

measured

full palette ordered by on-page usage %

text#ffffff

See the roles applied

accent

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

the roles, doing their job

The quick brown fox48px

Jumps over the lazy dog36px

A subheading in their voice24px

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

11pxAa

12pxAa

14pxAa

16pxAa

18pxAa

20pxAa

24pxAa

36pxAa

48pxAa

WEIGHTS

Aa400

Aa500

Aa600

Aa700

FAMILIES

Open Sans

rendered in their own type system · webfont not loaded. system fallback if uninstalled

Measured, found none

2 of 10 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.

Machine version → JSON bundle Markdown brief Design tokens llms.txt