saas · Sep 21, 2026

gptimage3.dev

We found more conversion tactics here than on 24% of the 1,301 multi-step SaaS funnels we have measured.

4 conversion tactics detected

3 pages walked · measured by Roentgen 1.27.0

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How this was measured

Measured by Roentgen 1.27.0 on 2026-09-21. 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 1,705 multi-step funnels, more conversion tactics than 35% of them.

Walk 27 links on the entry page, 24 walkable. 2 matched a funnel step; we captured 3 pages in all, this one included.

The short version, in 5 parts

  1. Proven on the page

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

    Answers buyer objections
    What is an AI image agent?
    Offers a free trial or free tier
    Try Free
    Shows customer logos or a trusted-by claim
    used by

    + 1 more with evidence

    See all 4

  2. Not seen

    7 of 11 applicable tactics we checked for and did not see

    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.
    Lead-capture form
    An on-page form collecting contact details (email / name / phone) outside a che…

    + 4 more

    See what we looked for

  3. Flagged

    2 of 13 build checks flagged, each with a fix

    Body text size
    Smallest sampled text is 9px, below the 13px floor this check uses.
    Oversized images
    39 images are shipped at more than 2x the width shown.

    See the fixes

  4. Walked

    3 pages walked, Homepage / Lander to Use Cases

    Step 1
    Homepage / Lander
    Step 2
    Pricing
    Step 3
    Use Cases

    Walk it frame by frame

  5. In their words

    The headline: GPT Image 3 Agent for Photo Editing and Creation

    Promise
    Use GPT Image 3 free online to generate images, edit photos with references, and refine any result through co…
    Prices shown
    $19.90 · $49.90 · $99.90

    Read every quote

Captured Homepage / Lander
Step 1 · Homepage / Lander1 / 3

What we recorded

The funnel, frame by frame

3 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

$19.90 +2 more  ·  SAVE 50%  ·  1 proof point

Sticky CTACountdownFAQFree trialLogo wall
Pricing
02

Pricing

▲ strongest
7 tactics

$238.80 +15 more  ·  SAVE 50%  ·  subscription  ·  1 proof point

Sticky CTACountdownFAQFree trialLogo wallPricing tiersExpress pay
Use Cases
03

Use Cases

▼ thinnest
2 tactics
FAQLogo wall

In their own words

34 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
GPT Image 3 Free Online | AI Image Generator & Agent
Meta description
Use GPT Image 3 free online to generate images, edit photos with references, and refine any result through conversation with an AI image agent.
Headline
GPT Image 3 Agent for Photo Editing and Creation
Section headings
See the AI image agent create and edit photosWhat is an AI image agent?Models used by GPT Image 3More AI image agent examples and reusable promptsHow the GPT Image 3 Agent worksWhy choose the GPT Image 3 Agent?Simple plans for every workflowGPT Image 3 questions, answered+8 more, not shown
Buttons and links
View annual plansAI ModelsAI Tools1Switch languageTry FreeStart creating freeSee image examplesTry GPT Image 3 AgentSwitch to a more premium background.+2 more, not shown
Prices on the page
$19.90$49.90$99.90

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
Hero section of gptimage3.dev
Hero1% down the page
Logos section of gptimage3.dev
Logos30% down the page
Pricing section of gptimage3.dev
Pricing71% down the page
FAQ section of gptimage3.dev
FAQ76% down the page
Footer section of gptimage3.dev
Footer90% 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“$238.80”

What we found

4 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 is an AI image agent?

proof1 of 4

Shows customer logos or a trusted-by claim used by

offer2 of 2

Offers a free trial or free tier Try Free
Makes the pricing ladder explicit $17.92/mo, $39.92/mo, $69.92/mo, $99.50/mo

What we didn’t find

7 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 see7 of 11 applicable

Press / "as seen in" 608 of the 2,330 funnels we checked
Demo / docs entry 559 of the 1,631 funnels we checked
Lead-capture form 415 of the 1,631 funnels we checked
Us-vs-them comparison 413 of the 2,334 funnels we checked
Proof above the fold 343 of the 2,334 funnels we checked
Usage / adoption proof 272 of the 1,947 funnels we checked
Scarcity / urgency copy 118 of the 2,330 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 · 2 flagged

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

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

2 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 9px, below the 13px floor this check uses.

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

Oversized images

weight:oversized-images

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

“feature-badge-white.webp” is 2400px wide, displayed at 128px

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

Worth knowing5

Line length

23 paragraphs run past ~95 characters per line.

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

type:line-length
Form labels

1 form field relies on placeholder text as the only label.

FixBack placeholders with a real <label>. placeholder text vanishes on input.

a11y:form-labels
Label in name

19 controls have an aria-label that does not contain its visible text, so voice-control users cannot activate it by saying what they see.

FixMake the accessible name start with the visible label text.

a11y:label-in-name
Keyboard reachability

10 elements look clickable but cannot be reached by keyboard.

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

structure:keyboard-reachability
Autocomplete hints

No autocomplete attributes across 2 fields. browsers cannot autofill.

FixAdd autocomplete="email"/"tel"/"name" to identity fields.

forms:autocomplete-hints

Not measurable1

Page weight

At least 0.8 MB across 154 measurable resources, but 279 cross-origin resources did not expose a size. The true weight cannot be determined from the page.

weight:page-weight

Clear5

Text contrast (WCAG AA) · Mobile viewport · Language declared · Image alt text · Render-blocking resources

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#ffffff
bg#ffffff
surface#ffffff
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
9pxAa
10pxAa
11pxAa
12pxAa
13pxAa
14pxAa
16pxAa
18pxAa
20pxAa
24pxAa
36pxAa
48pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa700
Aa900
FAMILIES
Libre Baskerville · Inter Variable
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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