Body text size
type:Smallest sampled text is 10px, below the 13px floor this check uses.
FixKeep body copy ≥15-16px; reserve sub-13px for fine print only.
01
Homepage / Lander
▼ thinnest
3 tactics
$20 +1 more
saas · Sep 17, 2026
huggingface.co
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 1.27.0
How this was measured
Measured by Roentgen 1.27.0 on 2026-09-17. 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.
The short version, in 5 parts
-
Proven on the page
5 conversion tactics detected, each backed by text on the page
- Offers a free trial or free tier
FREE CPU Upgrade8 vCPU32 GB --$0
- Shows customer logos or a trusted-by claim
logos: Hugging Face models, Hub activity feed, Hugging face tasks, Ai2's profile picture,
- Puts a number on adoption
50,000 organizations
+ 2 more with evidence
-
Not seen
6 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…
- Us-vs-them comparison
- A comparison table framing the brand against alternatives.
+ 3 more
-
Flagged
4 of 13 build checks flagged, each with a fix
- Body text size
- Smallest sampled text is 10px, below the 13px floor this check uses.
- Language declared
- No html[lang] attribute. screen readers can’t pick the right voice.
- Named controls
- 2 buttons/links have no accessible name (icon-only, no aria-label).
+ 1 more
-
Walked
2 pages walked, Homepage / Lander to Pricing
- Step 1
- Homepage / Lander
- Step 2
- Pricing
-
In their words
The headline:
The AI community building the future.
- Promise
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
- Prices shown
- $20 · $0.60
What we recorded
The funnel, frame by frame
2 steps walkedIn their own words
21 quotedthe 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
Hugging Face – The AI community building the future.
- Meta description
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
- Headline
The AI community building the future.
- Section headings
Models
Spaces
Datasets
The Home of Machine Learning
Accelerate your ML
More than 50,000 organizations are using Hugging Face
Our Open Source
The collaboration platform
+6 more, not shown- Buttons and links
System theme
Sign Up
- Prices on the page
$20
$0.60
What we found
5 tacticsconversion tactics we could prove are present, with the on-page text that evidences each
measuredextracted directly from the live page. a fact, not an opinionproof2 of 4
Shows customer logos or a trusted-by claim
logos: Hugging Face models, Hub activity feed, Hugging face tasks, Ai2's profile picture,
Puts a number on adoption
50,000 organizations
offer2 of 2
Offers a free trial or free tier
FREE CPU Upgrade8 vCPU32 GB --$0
Makes the pricing ladder explicit
$9/mo, $20/mo, $50/mo, free
checkout1 of 2
Offers a demo or docs entry point
Documentation
What we didn’t find
6 of 11 applicableapplicable tactics we checked for and did not see on any step we reached
measuredextracted directly from the live page. a fact, not an opinionWhat we didn’t see6 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
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
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
13 run · 4 flaggedcontrast, mobile, typography, accessibility, weight — each with what would fix it
measuredextracted directly from the live page. a fact, not an opinion4 of 12 measured checks need work1 could not be measured — not counted either way
Language declared
a11y:No html[lang] attribute. screen readers can’t pick the right voice.
FixAdd lang="en" (or the page’s language) to <html>.
Named controls
a11y:2 buttons/links have no accessible name (icon-only, no aria-label).
FixAdd aria-label to icon-only buttons and links.
Oversized images
weight:57 images are shipped at more than 2x the width shown.
“models.webp” is 1646px wide, displayed at 731px
FixServe responsive sizes (srcset/sizes) matching the rendered width.
Worth knowing4
Line length
4 paragraphs run past ~95 characters per line.
FixCap measure at ~60-75ch for comfortable reading.
type:Form labels
2 form fields rely on placeholder text as the only label.
FixBack placeholders with a real <label>. placeholder text vanishes on input.
a11y: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:Skip link
No same-page “skip to content” link was found. Keyboard users tab through the whole nav on every page.
FixAdd a first-in-DOM <a href="#main"> that is visible on focus.
a11y:Not measurable1
Page weight
At least 3.7 MB across 95 measurable resources, but 96 cross-origin resources did not expose a size. The true weight cannot be determined from the page.
weight:Clear4
Text contrast (WCAG AA) · Mobile viewport · Image alt text · Render-blocking resources
This funnel: 96% of text passes AA · top corpus funnels average 93%.
Brand kit
5 colour roles
palette by on-page usage · type rendered live
measuredextracted directly from the live page. a fact, not an opinionfull palette ordered by on-page usage %
accent#0b0f19
bg#ffffff
surface#ffffff
text#000000
See the roles applied
accent
Body copy in their text role, on a surface card.
the roles, doing their job
The quick brown fox48px
Jumps over the lazy dog30px
A subheading in their voice24px
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
10pxAa
12pxAa
13pxAa
14pxAa
15pxAa
16pxAa
18pxAa
20pxAa
24pxAa
30pxAa
48pxAa
WEIGHTS
Aa400
Aa600
Aa700
FAMILIES
Source Sans Pro
rendered in their own type system · webfont not loaded. system fallback if uninstalled
Measured, found none
2 of 8 layerslayers we ran on this funnel that came back empty
measuredextracted directly from the live page. a fact, not an opinionElements — 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.
