saas · Sep 25, 2026

mifoto.ai

We found more conversion tactics here than on 44% of the 1,350 multi-step SaaS funnels we have measured.

5 conversion tactics detected

2 pages walked · measured by Roentgen 1.27.0

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How this was measured

Measured by Roentgen 1.27.0 on 2026-09-25. 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 1,781 multi-step funnels, more conversion tactics than 54% of them.

Walk 44 links on the entry page, 41 walkable. 1 matched a funnel step; we captured 2 pages in all, this one included.

The short version, in 5 parts

  1. Proven on the page

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

    Answers buyer objections
    What can an AI photo editor do? +
    Puts proof in the first viewport
    4.8★ · loved by 2M+
    Offers a free trial or free tier
    Start free

    + 2 more with evidence

    See all 5

  2. 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…
    Demo / docs entry
    A "book a demo" or documentation / API entry point.

    + 3 more

    See what we looked for

  3. Flagged

    6 of 14 build checks flagged, each with a fix

    Text contrast (WCAG AA)
    88% of measurable text passes WCAG AA. 4+ runs fail. 54% of text was unmeasurable (over i…
    Body text size
    Smallest sampled text is 9px, below the 13px floor this check uses.
    Render-blocking resources
    9 stylesheets/scripts in <head> block first paint.

    + 3 more

    See the fixes

  4. Walked

    2 pages walked, Homepage / Lander to App

    Step 1
    Homepage / Lander
    Step 2
    App

    Walk it frame by frame

  5. In their words

    The headline: AI Photo Editor

    Promise
    AI photo editor to remove backgrounds, retouch portraits, upscale, and generate images in seconds. Edit photo…

    Read every quote

Captured Homepage / Lander
Step 1 · Homepage / Lander1 / 2

What we recorded

Progress

3 scans

this funnel’s coverage score across measured re-scans

measuredextracted directly from the live page. a fact, not an opinion
Unchanged across 3 scans Same 5 conversion tactics detected since 2026-08-09.
  1. 5 tactics 2026-08-09
  2. 5 tactics 2026-08-15
  3. 5 tactics 2026-09-25

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

▲ strongest
3 tactics

1 proof point

FAQFree trialLogo wall
App
02

App

▼ thinnest
1 tactic
Free trial

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
AI Photo Editor — Edit Photos Free | MiFoto
Meta description
AI photo editor to remove backgrounds, retouch portraits, upscale, and generate images in seconds. Edit photos free online, no skills needed. Try MiFoto.
Headline
AI Photo Editor
Section headings
Your whole editing toolkitDrag to see every photo edit in real timeMake the kind of photo you want any momentGet polished photos without the learning curveEdit your photo in three simple stepsEdit photos for everyday momentsReal edits people actually keepWhat an AI photo editor does+8 more, not shown
Buttons and links
ResourcesToolsContact supportSign upSelfies Try →Product Photos Try →Travel Photos Try →Old Photos Try →Food Photos Try →

Sections

5 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 mifoto.ai
Nav0% down the page
Hero section of mifoto.ai
Hero1% down the page
Logos section of mifoto.ai
Logos6% down the page
FAQ section of mifoto.ai
FAQ75% down the page
Footer section of mifoto.ai
Footer94% down the page

What we found

5 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

objection1 of 2

Answers buyer objections What can an AI photo editor do? +

proof2 of 4

Puts proof in the first viewport 4.8★ · loved by 2M+
Shows customer logos or a trusted-by claim trusted by

offer1 of 2

Offers a free trial or free tier Start free

checkout1 of 2

Lead-capture form email, password

What we didn’t find

6 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 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
Demo / docs entry 575 of the 1,683 funnels we checked
Us-vs-them comparison 441 of the 2,420 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

14 run · 6 flagged

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

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

6 of 13 measured checks need work1 could not be measured — not counted either way

Text contrast (WCAG AA)

contrast:text-contrast-wcag-aa

88% of measurable text passes WCAG AA. 4+ runs fail. 54% of text was unmeasurable (over images/gradients). not counted either way.

worst: “AI headshot” at 1:1 (9px, #ffffff on #ffffff). 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 sampled text is 9px, below the 13px floor this check uses.

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

Render-blocking resources

weight:render-blocking-resources

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

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

Oversized images

weight:oversized-images

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

“nano-banana.png” is 640px wide, displayed at 16px

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

Landmark regions

structure:landmark-regions

No <header> or <footer> landmark. screen-reader users cannot jump between regions.

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

Tap-target size (mobile)

mobile:tap-target-size-mobile

26 of 43 interactive targets are under 44×44px on mobile.

smallest: “Log in” at 41×17px

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

Worth knowing3

Line length

4 paragraphs run past ~95 characters per line.

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

type:line-length
Keyboard reachability

20 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

Page weight

At least 3.0 MB across 103 measurable resources, but 35 cross-origin resources did not expose a size. The true weight cannot be determined from the page.

weight:page-weight

Clear4

Mobile viewport · Language declared · Image alt text · Inline validation

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 %
accent#0f0f16
bg#f5f4fa
surface#ffffff
text#5b5b67
See the roles applied
accent

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

the roles, doing their job
The quick brown fox38px
Jumps over the lazy dog30px
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
10pxAa
11pxAa
12pxAa
13pxAa
14pxAa
15pxAa
16pxAa
18pxAa
20pxAa
24pxAa
30pxAa
38pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa700
Aa800
FAMILIES
Inter
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

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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