saas · Sep 15, 2026

empiriolabs.ai

We found more conversion tactics here than on 86% of the 1,350 multi-step SaaS funnels we have measured.

7 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 2026-09-15. 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 88% of them.

Walk 39 links on the entry page, 28 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

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

    Answers buyer objections
    Frequently asked questions How do payments work? Use pay-as-you-go credits, or choose an o
    Offers a free trial or free tier
    Start for free
    Shows customer logos or a trusted-by claim
    logos: Poe, Linkup, Crystal, Stable Video Infinity, Merge

    + 4 more with evidence

    See all 7

  2. Not seen

    4 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…
    Us-vs-them comparison
    A comparison table framing the brand against alternatives.
    Proof above the fold
    Social proof rendered within the first viewport on at least one step.

    + 1 more

    See what we looked for

  3. Flagged

    6 of 15 build checks flagged, each with a fix

    Body text size
    Smallest sampled text is 11px, below the 13px floor this check uses.
    Line height
    Body line-height is 1.2×, tight enough to hurt readability.
    Form labels
    2 of 5 form fields have no label (+1 rely on placeholder only).

    + 3 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: Specialized AI model hosting for open, proprietary, and custom stacks

    Promise
    Specialized AI model hosting for open, proprietary, and custom stacks. Hosted open models, optimized propriet…

    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 7 conversion tactics detected since 2026-08-09.
  1. 7 tactics 2026-08-09
  2. 7 tactics 2026-08-15
  3. 7 tactics 2026-09-15

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

4 tactics

subscription  ·  1 proof point

Sticky CTAFAQLogo wallDemo / docs
Pricing
02

Pricing

4 tactics

$1.40 +24 more

Sticky CTAFree trialPricing tiersDemo / docs

In their own words

23 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
EmpirioLabs AI
Meta description
Specialized AI model hosting for open, proprietary, and custom stacks. Hosted open models, optimized proprietary endpoints, and turnkey deployment to real users.
Headline
Specialized AI model hosting for open, proprietary, and custom stacks
Section headings
5k2.4M+HundredsWhat Empirio Labs doesWhy Empirio LabsWhat's newFrequently asked questionsReady to use better endpoints?+8 more, not shown
Buttons and links
PreviousNextSubscribeGet Started

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 empiriolabs.ai
Nav0% down the page
Hero section of empiriolabs.ai
Hero0% down the page
Logos section of empiriolabs.ai
Logos16% down the page
FAQ section of empiriolabs.ai
FAQ65% down the page
Footer section of empiriolabs.ai
Footer87% 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“$0.30”

What we found

7 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 How do payments work? Use pay-as-you-go credits, or choose an o

proof1 of 4

Shows customer logos or a trusted-by claim logos: Poe, Linkup, Crystal, Stable Video Infinity, Merge

offer2 of 2

Offers a free trial or free tier Start for free
Makes the pricing ladder explicit free, $19.90/mo, $49.90/mo, $199.90/mo

checkout2 of 2

Offers a demo or docs entry point docs link
Lead-capture form email, submit

urgency1 of 1

Signals scarcity without a live clock limited time

What we didn’t find

4 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 see4 of 11 applicable

Press / "as seen in" 642 of the 2,417 funnels we checked
Us-vs-them comparison 441 of the 2,420 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

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 · 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 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.

Line height

type:line-height

Body line-height is 1.2×, tight enough to hurt readability.

FixSet body line-height to ~1.4-1.6×.

Form labels

a11y:form-labels

2 of 5 form fields have no label (+1 rely on placeholder only).

FixGive every input a <label> or aria-label; placeholders are not labels.

Horizontal overflow

layout:horizontal-overflow

The page scrolls ~189px horizontally at 1440px wide. content spills past the viewport.

FixFind the overflowing element (fixed widths, unwrapped rows) and constrain it to 100%.

Oversized images

weight:oversized-images

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

“hero-cloud-1.webp” is 1440px wide, displayed at 390px

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

Tap-target size (mobile)

mobile:tap-target-size-mobile

612 of 640 interactive targets are under 44×44px on mobile.

smallest: “Toggle navigation” at 30×30px

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

Worth knowing3

Line length

11 paragraphs run past ~95 characters per line.

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

type:line-length
Heading levels

22 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

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

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

weight:render-blocking-resources

Not measurable1

Page weight

At least 1.7 MB across 67 measurable resources, but 192 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 %
primary#0258e0
accent#0258e0
bg#ffffff
surface#cfe9ff
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 fox110px
Jumps over the lazy dog65px
A subheading in their voice50px

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
13pxAa
16pxAa
17pxAa
18pxAa
20pxAa
24pxAa
50pxAa
65pxAa
110pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa700
FAMILIES
Metropolis
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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