saas · Sep 30, 2026
We found more conversion tactics here than on 67% of the 1,350 multi-step SaaS funnels we have measured.
6 conversion tactics detected
2 pages walked · measured by Roentgen 1.28.1
Measured by Roentgen 1.28.1 on 2026-09-30. 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 72% of them.
Walk 17 links on the entry page, 11 walkable. 1 matched a funnel step; we captured 2 pages in all, this one included.
12 · FAQ FREQUENTLY ASKED QUESTIONS ABOUT IMAGE TO IMAGE Common questions about the AI pho
free credits
logos: Sophie Miller, David Liu, Jessica Li, Michael Chen, Emma Zhang
+ 3 more with evidence
+ 2 more
+ 1 more
IMAGE TO IMAGE — FREE AI IMAGE EDITOR ONLINE
Create on-brand product photos, ad creatives, and campaign visuals from any image. Built for ecommerce brands…
this funnel’s coverage score across measured re-scans
measuredextracted directly from the live page. a fact, not an opinionsee their whole funnel without clicking through it. scored step by step
measuredextracted directly from the live page. a fact, not an opinionthe entry page’s own title, headline, buttons and prices — quoted, never paraphrased
measuredextracted directly from the live page. a fact, not an opinionAI Image Editor for Product Photos & Ads | Image to Image
Create on-brand product photos, ad creatives, and campaign visuals from any image. Built for ecommerce brands, marketing teams, and creative agencies.
IMAGE TO IMAGE — FREE AI IMAGE EDITOR ONLINE
BUILT FOR ECOMMERCE, MARKETING & CREATIVE TEAMS
BEFORE AND AFTER IMAGE TO IMAGE EXAMPLES FOR ECOMMERCE, MARKETING, AGENCIES, AND CREATIVE STUDIOS
CAMPAIGN VISUALS, BEFORE AND AFTER
WHAT IS IMAGE TO IMAGE?
FROM ONE APPROVED IMAGE TO A FULL CAMPAIGN
FROM SOURCE IMAGE TO CAMPAIGN-READY EXPORT
PRODUCTION CAPABILITIES FOR COMMERCIAL IMAGE WORK
BUILT FOR COMMERCIAL IMAGE PRODUCTION+8 more, not shown
AI Tools
Start for Free
AI Image
GPT Image 2.0 New
Auto
1K
Style: Auto
Generate 10
Use this prompt
01 Consistent Subject Identity+2 more, not shown
$9.9
$19.8
$44.9
$89.8
$19.9
$39.8
structural bands identified on this funnel, cropped from its own capture
measuredextracted directly from the live page. a fact, not an opinion
the atomic pieces — price anchors, ratings, guarantees — with their verbatim on-page text
measuredextracted directly from the live page. a fact, not an opinion
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 opinion12 · FAQ FREQUENTLY ASKED QUESTIONS ABOUT IMAGE TO IMAGE Common questions about the AI pho
logos: Sophie Miller, David Liu, Jessica Li, Michael Chen, Emma Zhang
10,000+ users
featured on
free credits
Enter your idea to generate, range, range, range
applicable tactics we checked for and did not see on any step we reached
measuredextracted directly from the live page. a fact, not an opinionAbsence 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.
contrast, mobile, typography, accessibility, weight — each with what would fix it
measuredextracted directly from the live page. a fact, not an opinion4 of 14 measured checks need work1 could not be measured — not counted either way
Smallest sampled text is 10px, below the 13px floor this check uses.
FixKeep body copy ≥15-16px; reserve sub-13px for fine print only.
9 stylesheets/scripts in <head> block first paint.
FixDefer non-critical JS (defer/async) and inline only critical CSS.
59 images are shipped at more than 2x the width shown.
“image?url=%2Fimgs%2Fcases%2Fimage-gpt-us” is 843px wide, displayed at 353px
FixServe responsive sizes (srcset/sizes) matching the rendered width.
186 of 221 interactive targets are under 44×44px on mobile.
smallest: “Auto” at 45×14px
FixGive tappable controls a ≥44×44px hit area. the touch minimum.
15 paragraphs run past ~95 characters per line.
FixCap measure at ~60-75ch for comfortable reading.
type:2 form fields rely on placeholder text as the only label.
FixBack placeholders with a real <label>. placeholder text vanishes on input.
a11y:2 headings skip a level (e.g. <h2> followed by <h4>). Screen-reader users navigate by this outline.
FixStep heading levels one at a time; use CSS for size, not a deeper level.
a11y: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:2 elements look clickable but cannot be reached by keyboard.
FixUse <button>/<a>, or add role + tabindex="0" and a key handler.
structure:No autocomplete attributes across 1 field. browsers cannot autofill.
FixAdd autocomplete="email"/"tel"/"name" to identity fields.
forms:At least 2.6 MB across 154 measurable resources, but 78 cross-origin resources did not expose a size. The true weight cannot be determined from the page.
weight:Text contrast (WCAG AA) · Mobile viewport · Language declared · Image alt text
palette by on-page usage · type rendered live
measuredextracted directly from the live page. a fact, not an opinionBody copy in their text role, on a surface card.
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.
layers we ran on this funnel that came back empty
measuredextracted directly from the live page. a fact, not an opinionPlaybook 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.
