saas · Sep 30, 2026

sam3d.org

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 1.28.1

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How this was measured

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 54% of them.

Walk 28 links on the entry page, 25 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
    Frequently Asked Questions
    Offers a free trial or free tier
    free credits
    Shows customer logos or a trusted-by claim
    used by

    + 2 more with evidence

    See all 5

  2. Not seen

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

    Demo / docs entry
    A "book a demo" or documentation / API entry point.
    Us-vs-them comparison
    A comparison table framing the brand against alternatives.
    Lead-capture form
    An on-page form collecting contact details (email / name / phone) outside a che…

    + 3 more

    See what we looked for

  3. Flagged

    5 of 16 build checks flagged, each with a fix

    Body text size
    Smallest sampled text is 12px, below the 13px floor this check uses.
    Named controls
    10 buttons/links have no accessible name (icon-only, no aria-label).
    Render-blocking resources
    19 stylesheets/scripts in <head> block first paint.

    + 2 more

    See the fixes

  4. Walked

    2 pages walked, Homepage / Lander to Pricing

    Step 1
    Homepage / Lander
    Step 2
    Pricing

    Walk it frame by frame

  5. In their words

    The headline: SAM 3D - Segment Anything to 3D Online

    Promise
    Powered by Meta’s SAM 3D research models, this online tool lets you convert a single image into a high-qualit…

    Read every quote

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

What we recorded

Progress

2 scans

this funnel’s coverage score across measured re-scans

measuredextracted directly from the live page. a fact, not an opinion
Unchanged across 2 scans Same 5 conversion tactics detected since 2026-08-09.
  1. 5 tactics 2026-08-09
  2. 5 tactics 2026-09-30

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

▼ thinnest
5 tactics
SubscriptionFAQPressFree trialLogo wall
Pricing
02

Pricing

▲ strongest
6 tactics

$15 +8 more  ·  save 50%  ·  1 proof point

SubscriptionPressFree trialLogo wallPricing tiersExpress pay

In their own words

30 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
SAM 3D: High Quality Image to 3D Online
Meta description
Powered by Meta’s SAM 3D research models, this online tool lets you convert a single image into a high-quality 3D model of objects or human bodies in seconds.
Headline
SAM 3D - Segment Anything to 3D Online
Section headings
Two Breakthrough Models for Comprehensive 3D UnderstandingWhy SAM 3D Redefines the StandardFrom 2D Image to 3D Asset in 4 StepsTechnical Specifications & CapabilitiesGet SAM 3D UpdatesFrequently Asked QuestionsStart Creating 3D Models TodaySAM 3D Objects: Scene-Aware Reconstruction+7 more, not shown
Buttons and links
Sam 3D3D ModelsAI Image3D ToolsUnmatched Robustness in the WildPromptable & Interactive InterfaceReal-Time PerformanceSubscribeWhat is the difference between SAM 3D and the original SAM?Can SAM 3D handle video inputs?+2 more, not shown

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 sam3d.org
Hero0% down the page
Email capture section of sam3d.org
Email capture66% down the page
FAQ section of sam3d.org
FAQ71% down the page
CTA section of sam3d.org
CTA83% down the page
Footer section of sam3d.org
Footer88% 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“$15”

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 Frequently Asked Questions

proof2 of 4

Shows customer logos or a trusted-by claim used by
Shows press logos or an as-seen-in claim featured on

offer2 of 2

Offers a free trial or free tier free credits
Makes the pricing ladder explicit $7.99/mo, $14.99/mo, $39.99/mo, free

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

Demo / docs entry 575 of the 1,683 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
Proof above the fold 381 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

16 run · 5 flagged

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

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

5 of 14 measured checks need work2 could not be measured — not counted either way

Body text size

type:body-text-size

Smallest sampled text is 12px, below the 13px floor this check uses.

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

Named controls

a11y:named-controls

10 buttons/links have no accessible name (icon-only, no aria-label).

FixAdd aria-label to icon-only buttons and links.

Render-blocking resources

weight:render-blocking-resources

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

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

Oversized images

weight:oversized-images

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

“intro.webp” is 1190px wide, displayed at 500px

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

Tap-target size (mobile)

mobile:tap-target-size-mobile

97 of 109 interactive targets are under 44×44px on mobile.

smallest: “submit” at 44×36px

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

Worth knowing6

Line length

7 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

1 control has 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
Landmark regions

No <main> 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

2 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 measurable2

Text contrast (WCAG AA)

All 50 sampled text runs sit over images or gradients. effective contrast is not computable.

contrast:text-contrast-wcag-aa
Page weight

At least 2.5 MB across 166 measurable resources, but 153 cross-origin resources did not expose a size. The true weight cannot be determined from the page.

weight:page-weight

Clear3

Mobile viewport · Language declared · Image alt text

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 %
text#ebebeb
See the roles applied
accent

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

the roles, doing their job
The quick brown fox72px
Jumps over the lazy dog48px
A subheading in their voice36px

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
12pxAa
14pxAa
16pxAa
18pxAa
36pxAa
48pxAa
72pxAa
WEIGHTS
Aa400
Aa500
Aa600
FAMILIES
Noto Sans Mono
rendered in their own type system · webfont not loaded. system fallback if uninstalled

Measured, found none

1 of 10 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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