This report was measured 50 days ago — past our freshness window.

saas · Sep 1, 2026

cartlens.co

We found more conversion tactics here than on 23% of the 1,413 multi-step SaaS funnels we have measured.

4 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 2026-09-01. 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 1,864 multi-step funnels, more conversion tactics than 34% of them.

Walk 36 links on the entry page, 20 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

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

    Shows customer logos or a trusted-by claim
    logos: Cartlens on PeerPush, AP News, Fox News, NBC, CBS
    Makes the pricing ladder explicit
    free, $0.00/mo, $19.99/mo, $39.99/mo
    Lead-capture form
    John Doe, email, Write your message here...

    + 1 more with evidence

    See all 4

  2. Not seen

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

    FAQ / objection handling
    An accordion / FAQ block answering objections.
    Free trial / freemium
    A free trial, free tier, or "no credit card" entry offer.
    Demo / docs entry
    A "book a demo" or documentation / API entry point.

    + 4 more

    See what we looked for

  3. Flagged

    5 of 16 build checks flagged, each with a fix

    Text contrast (WCAG AA)
    94% of measurable text passes WCAG AA. 4+ runs fail.
    Body text size
    Smallest body text is 6px (base ~12px). below the ~16px readable floor.
    Oversized images
    200 images are shipped at more than 2x the width shown.

    + 2 more

    See the fixes

  4. Walked

    2 pages walked, Homepage / Lander to Sign Up

    Step 1
    Homepage / Lander
    Step 2
    Sign Up

    Walk it frame by frame

  5. In their words

    The headline: FIND OUT IF YOU JUST overpaid.

    Promise
    CartLens is an AI shopping app that scans any receipt or price tag to instantly reveal if you overpaid and fi…
    Prices shown
    $2.49 · $132.50 · $98.15

    Read every quote

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

What we recorded

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

$2.49 +23 more

Sticky CTAPressLogo wallPricing tiers
Sign Up
02

Sign Up

4 tactics

$2.49 +23 more

Sticky CTAPressLogo wallPricing tiers

In their own words

54 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
CartLens — Scan Your Receipt. Find Out If You Overpaid.
Meta description
CartLens is an AI shopping app that scans any receipt or price tag to instantly reveal if you overpaid and find cheaper local prices from real shoppers.
Headline
FIND OUT IF YOU JUST overpaid.
Section headings
EVERY TOOL YOU NEED.MATRYOSHKA MULTIMODAL CLUSTERINGTHE PRICE LATTICE.MEET YOUR ASSISTANT, CartAssistant.YOUR DATA. YOUR SOVEREIGNTY.SHOPPERS WHO STOPPED overpaying.LATEST IntelligenceFREE INTELLIGENCE TOOLS+8 more, not shown
Buttons and links
ACKNOWLEDGE PROTOCOL🇺🇸GET STARTEDCANCELSAVEAPPLY OPTIMIZED GAINSMONTHLYYEARLY BEST DEALGENERAL SUPPORTSEND MESSAGE+1 more, not shown
Prices on the page
$2.49$132.50$98.15$12.40$10.15$4.95$112.50$14.35+16 more, not shown

Sections

4 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 cartlens.co
Nav0% down the page
Features section of cartlens.co
Features24% down the page
Pricing section of cartlens.co
Pricing79% down the page
Footer section of cartlens.co
Footer94% 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“$132.50”

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

proof2 of 4

Shows customer logos or a trusted-by claim logos: Cartlens on PeerPush, AP News, Fox News, NBC, CBS
Shows press logos or an as-seen-in claim featured on

offer1 of 2

Makes the pricing ladder explicit free, $0.00/mo, $19.99/mo, $39.99/mo

checkout1 of 2

Lead-capture form John Doe, email, Write your message here...

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

FAQ / objection handling 1,696 of the 2,525 funnels we checked
Free trial / freemium 1,397 of the 1,750 SaaS funnels we checked
Demo / docs entry 594 of the 1,760 funnels we checked
Us-vs-them comparison 467 of the 2,525 funnels we checked
Proof above the fold 406 of the 2,525 funnels we checked
Usage / adoption proof 301 of the 2,138 funnels we checked
Scarcity / urgency copy 131 of the 2,522 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 15 measured checks need work1 could not be measured — not counted either way

Text contrast (WCAG AA)

contrast:text-contrast-wcag-aa

94% of measurable text passes WCAG AA. 4+ runs fail.

worst: “65%” at 1.47:1 (10px, #d1d5dc on #ffffff). needs 4.5:1

FixRaise text/background contrast to ≥4.5:1 (≥3:1 for large text), especially on CTAs and body copy.

Body text size

type:body-text-size

Smallest body text is 6px (base ~12px). below the ~16px readable floor.

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

Oversized images

weight:oversized-images

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

“cbs.svg” is 1249px wide, displayed at 40px

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

Landmark regions

structure:landmark-regions

No <main> or <header> landmark. screen-reader users cannot jump between regions.

FixWrap the page in <header>, <main> and <footer> (or matching ARIA roles).

Tap-target size (mobile)

mobile:tap-target-size-mobile

724 of 754 interactive targets are under 44×44px on mobile.

smallest: “Privacy Protocol” at 80×12px

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

Worth knowing6

Line length

4 paragraphs run past ~95 characters per line.

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

type:line-length
Form labels

6 form fields rely on placeholder text as the only label.

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

a11y:form-labels
Heading levels

6 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

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

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

weight:render-blocking-resources
Autocomplete hints

No autocomplete attributes across 6 fields. browsers cannot autofill.

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

forms:autocomplete-hints

Not measurable1

Page weight

At least 3.2 MB across 63 measurable resources, but 288 cross-origin resources did not expose a size. The true weight cannot be determined from the page.

weight:page-weight

Clear4

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#00bb7f
accent#00bb7f
bg#ffffff
surface#f9fafb
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 fox72px
Jumps over the lazy dog24px
A subheading in their voice20px

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
7pxAa
8pxAa
9pxAa
10pxAa
11pxAa
12pxAa
14pxAa
16pxAa
18pxAa
20pxAa
24pxAa
72pxAa
WEIGHTS
Aa400
Aa500
Aa700
Aa900
FAMILIES
Outfit · Plus Jakarta Sans
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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