saas · Sep 9, 2026

aigroundschool.org

Scores higher than 44% of 611 entry-page captures we have measured. Among the 327 saas funnels in that group, higher than 35%.

25/100 Sparse

Walk 2 links seen, 2 walkable, and 0 matched a funnel step. If this funnel continues past the entry page, we did not reach it — everything below is measured from the entry page alone.

How this was measured

Measured by Roentgen 1.27.0 on 2026-09-09. A capture is read once and its measurements freeze there, so the stamp says which ruleset read this one.

Coverage 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. Per device: desktop 25 · mobile 25.

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

What we recorded

The funnel, frame by frame

1 step 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

$19.99 +1 more  ·  subscription

FAQFree trial

In their own words

20 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
AI Ground School — Learn to actually use AI, by playing
Meta description
An interactive training game that takes you from "I've tried ChatGPT a few times" to confidently operating AI tools. 32 lessons and exams across five tiers. Tiers 1 and 2 are free. No account, no install.
Headline
Learn to actually use AI, by playing.
Section headings
You've read about AI. You still can't operate it.Every lesson runs the same three beats.32 lessons and exams across five tiers.Who this isn't for.Straight answers.Start at Recruit. See how far you get.See it doneTry it yourself+6 more, not shown
Buttons and links
Start free — first two tiers
Prices on the page
$19.99$29

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 aigroundschool.org
Nav0% down the page
Hero section of aigroundschool.org
Hero1% down the page
FAQ section of aigroundschool.org
FAQ72% down the page
Footer section of aigroundschool.org
Footer95% down the page

What we found

2 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

Action path1 of 4

Offers a free trial or free tier Start free

Friction reduction2 of 2

Answers buyer objections Do I need an account?
Offers a free trial or free tier also shown under Action path

What we didn’t find

9 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 see9 of 11 applicable

Trusted-by logo wall 1,232 of the 1,633 funnels we checked
Pricing tiers 730 of the 1,452 SaaS funnels we checked
Press / "as seen in" 543 of the 2,065 funnels we checked
Demo / docs entry 496 of the 1,461 funnels we checked
Lead-capture form 365 of the 1,461 funnels we checked
Us-vs-them comparison 345 of the 2,073 funnels we checked
Proof above the fold 328 of the 2,073 funnels we checked
Usage / adoption proof 247 of the 1,633 funnels we checked
Scarcity / urgency copy 105 of the 2,065 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

9 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 8 measured checks need work1 could not be measured — not counted either way

Body text size

type:body-text-size

Smallest sampled text is 10px, 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

3 of 5 interactive targets are under 44×44px on mobile.

smallest: “(unnamed)” at 120×16px

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

Worth knowing2

Line length

32 paragraphs run past ~95 characters per line.

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

type:line-length
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

Not measurable1

Page weight

At least 1.0 MB across 6 measurable resources, but 3 cross-origin resources did not expose a size. The true weight cannot be determined from the page.

weight:page-weight

Clear4

Text contrast (WCAG AA) · 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 %
primary#e8b33c
accent#e8b33c
bg#1d3247
surface#1d3247
text#c6d5e2
See the roles applied
accent

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

the roles, doing their job
The quick brown fox66px
Jumps over the lazy dog40px
A subheading in their voice19px

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
15pxAa
16pxAa
17pxAa
19pxAa
40pxAa
66pxAa
WEIGHTS
Aa400
Aa600
Aa800
FAMILIES
Bricolage Grotesque · JetBrains Mono
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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Your competitor's funnel is one URL away.

Give your AI real references · Measured facts, not taste

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