saas · Sep 27, 2026

modelslab.com

We found more conversion tactics here than on 96% of the 1,350 multi-step SaaS funnels we have measured.

8 conversion tactics detected

4 pages walked · measured by Roentgen 1.27.0

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How this was measured

Measured by Roentgen 1.27.0 on 2026-09-27. 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 96% of them.

Walk 151 links on the entry page, 141 walkable. 3 matched a funnel step; we captured 4 pages in all, this one included.

The short version, in 5 parts

  1. Proven on the page

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

    Compares itself against alternatives
    comparison grid: 4 rows
    Puts proof in the first viewport
    3,600+ Developers Have Subscribed
    Offers a free trial or free tier
    free tier

    + 5 more with evidence

    See all 8

  2. Not seen

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

    FAQ / objection handling
    An accordion / FAQ block answering objections.
    Press / "as seen in"
    Media logos or an "as seen in / featured in" claim borrowing publication credib…
    Scarcity / urgency copy
    Scarcity or time-pressure copy ("only N left", "selling fast", "limited time")…

    See what we looked for

  3. Flagged

    2 of 15 build checks flagged, each with a fix

    Body text size
    Smallest sampled text is 11px, below the 13px floor this check uses.
    Tap-target size (mobile)
    540 of 595 interactive targets are under 44×44px on mobile.

    See the fixes

  4. Walked

    4 pages walked, Homepage / Lander to Book A Call

    Step 1
    Homepage / Lander
    Step 2
    Pricing
    Step 3
    Comparison

    + 1 more step

    Walk it frame by frame

  5. In their words

    The headline: AI APIs for Developers

    Promise
    Build with 10,000+ AI models using one simple API with ModelsLab. Generate images, video, audio, and more fas…

    Read every quote

Captured Homepage / Lander
Step 1 · Homepage / Lander1 / 4

What we recorded

The funnel, frame by frame

4 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

2 tactics
Logo wallDemo / docs
Pricing
02

Pricing

▲ strongest
6 tactics

$149 +24 more  ·  subscription

ComparisonTrust badgesFree trialUsage proofPricing tiersDemo / docs
Comparison
03

Comparison

3 tactics
ComparisonLogo wallDemo / docs
Book A Call
04

Book A Call

▼ thinnest
1 tactic
Demo / docs

In their own words

26 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
Generative AI Platform | AI APIs for Image, Video, Audio & LLMs - ModelsLab
Meta description
Build with 10,000+ AI models using one simple API with ModelsLab. Generate images, video, audio, and more fast, scalable, and cost-effective for developers.
Headline
AI APIs for Developers
Section headings
Popular ModelsAI Model APIsDeveloper APIsQwen 2.1 Image to ImageQwen Image 2.1 Text to ImageMinimax H3 Fast Reference To VideoGPT-Image-2.5 Flare - Image EditGPT-Image-2.5 Flare - Text To Image+3 more, not shown
Buttons and links
AI WorkflowsAgentsSign UpOpen Source Models 68Text to Image 46Image to Video 29AI Image Editing tools 25Text to Video 22Image to Image 20Music Generation 9+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
Nav section of modelslab.com
Nav1% down the page
Hero section of modelslab.com
Hero3% down the page
Footer section of modelslab.com
Footer68% down the page

What we found

8 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

Compares itself against alternatives comparison grid: 4 rows

proof3 of 4

Puts proof in the first viewport 3,600+ Developers Have Subscribed
Shows customer logos or a trusted-by claim logo wall (16 distinct marks)
Puts a number on adoption 600+ Developers

offer2 of 2

Offers a free trial or free tier free tier
Makes the pricing ladder explicit $149/mo, $47/mo, $21/mo, free

checkout2 of 2

Offers a demo or docs entry point Documentation
Lead-capture form Try "text to video", "image generation"..., email

What we didn’t find

3 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 see3 of 11 applicable

FAQ / objection handling 1,615 of the 2,420 funnels we checked
Press / "as seen in" 642 of the 2,417 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

15 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 14 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.

Tap-target size (mobile)

mobile:tap-target-size-mobile

540 of 595 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 knowing7

Line length

11 paragraphs run past ~95 characters per line.

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

type:line-length
Heading levels

5 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:heading-levels
Render-blocking resources

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

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

weight:render-blocking-resources
Oversized images

1 image is shipped at more than 2x the width shown.

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

weight:oversized-images
Landmark regions

No <header> 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

254 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 1.3 MB across 133 measurable resources, but 276 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 · 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#e7e9ee
bg#f6f7f9
surface#e8eaee
text#6a707c
See the roles applied
accent

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

the roles, doing their job
The quick brown fox259px
Jumps over the lazy dog36px
A subheading in their voice22px

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
22pxAa
36pxAa
259pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa700
Aa900
FAMILIES
Space Grotesk
rendered in their own type system · webfont not loaded. system fallback if uninstalled

Measured, found none

2 of 9 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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