saas · Sep 11, 2026

freellm.cc

We found more conversion tactics here than on 44% of the 1,350 multi-step SaaS funnels we have measured.

5 conversion tactics detected

4 pages walked · measured by Roentgen 1.27.0

5 conversion tactics detected
4 pages captured
15 UX checks
5 flagged

Put this x-ray to work Brief your AI X-ray your funnel

How this was measured

Measured by Roentgen 1.27.0 on 2026-09-11. 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 163 links on the entry page, 151 walkable. 4 matched a funnel step; we captured 4 pages in all, this one included.

The short version, in 5 parts

Proven on the page
5 conversion tactics detected, each backed by text on the page

Compares itself against alternatives
Everything you need to discover free LLMs Features Free Plus Full model and provider direc
Answers buyer objections
Frequently Asked Questions — Free LLM APIs
Puts proof in the first viewport
Subscribe Pricing 2.9k ★ Login

+ 2 more with evidence

See all 5
Not seen
6 of 11 applicable tactics we checked for and did not see

Pricing tiers
Named plan tiers with per-month / per-seat pricing.
Press / "as seen in"
Media logos or an "as seen in / featured in" claim borrowing publication credib…
Demo / docs entry
A "book a demo" or documentation / API entry point.

+ 3 more

See what we looked for
Flagged
5 of 15 build checks flagged, each with a fix

Text contrast (WCAG AA)
68% of measurable text passes WCAG AA. 4+ runs fail.
Body text size
Smallest sampled text is 10px, below the 13px floor this check uses.
Named controls
2 buttons/links have no accessible name (icon-only, no aria-label).

+ 2 more

See the fixes
Walked
4 pages walked, Homepage / Lander to Use Cases

Step 1
Homepage / Lander
Step 2
Pricing
Step 3
Compare

+ 1 more step

Walk it frame by frame
In their words
The headline: Free LLM API Resources — Find & Compare Free AI APIs

Promise
Find free LLM API providers and free AI APIs from Google, Groq, OpenRouter, NVIDIA, and more. Compare free LL…

Read every quote

Captured Homepage / Lander — Step 1 · Homepage / Lander1 / 4

What we recorded

The funnel, frame by frame

4 steps walked

see their whole funnel without clicking through it. scored step by step

measured

Homepage / Lander

▲ strongest

4 tactics

subscription

FAQFree trialNo cardLogo wall

Pricing

3 tactics

$0 +1 more · subscription

ComparisonFAQTrust badges

Compare

▼ thinnest

1 tactic

Free trial

Use Cases

2 tactics

Free trialNo card

In their own words

22 quoted

the entry page’s own title, headline, buttons and prices — quoted, never paraphrased

measured

Page title: Free LLM API & Free AI API (2026) — Browse Free Models & API Keys | freellm.net
Meta description: Find free LLM API providers and free AI APIs from Google, Groq, OpenRouter, NVIDIA, and more. Compare free LLM models, get API keys, and explore free tiers & setup guides.
Headline: Free LLM API Resources — Find & Compare Free AI APIs
Section headings: Top Free AI APIs Today — 474+ from 31 Providers🔥 New & Recently Updated Free AI API ResourcesFree LLM APIs by Use CaseBrowse Free LLM APIs by Model FamilyFrequently Asked Questions — Free LLM APIsFree LLM APIs for CodingFree LLM APIs for ChatFree LLM APIs for Vision+5 more, not shown
Buttons and links: SearchView all 474 models →Privacy & cookie settingsNon-personalized adsPersonalized adsSubscribe

Sections

3 identified

structural bands identified on this funnel, cropped from its own capture

measured

Nav section of freellm.cc — **Nav**0% down the page

Hero section of freellm.cc — **Hero**1% down the page

Footer section of freellm.cc — **Footer**55% down the page

Elements

1 harvested

the atomic pieces — price anchors, ratings, guarantees — with their verbatim on-page text

measured

No credit card element — **No credit card**“316 NO CREDIT CARD”

What we found

5 tactics

conversion tactics we could prove are present, with the on-page text that evidences each

measured

objection2 of 2

Compares itself against alternatives Everything you need to discover free LLMs Features Free Plus Full model and provider direc

Answers buyer objections Frequently Asked Questions — Free LLM APIs

proof2 of 4

Puts proof in the first viewport Subscribe Pricing 2.9k ★ Login

Shows customer logos or a trusted-by claim logos: Ollama Cloud, NVIDIA NIM, Google Gemini, Agnes AI, OpenRouter

offer1 of 2

Offers a free trial or free tier free tier

What we didn’t find

6 of 11 applicable

applicable tactics we checked for and did not see on any step we reached

measured

What we didn’t see6 of 11 applicable

Pricing tiers 873 of the 1,673 SaaS funnels we checked

Press / "as seen in" 642 of the 2,417 funnels we checked

Demo / docs entry 575 of the 1,683 funnels we checked

Lead-capture form 437 of the 1,683 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

15 run · 5 flagged

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

measured

5 of 14 measured checks need work1 could not be measured — not counted either way

Text contrast (WCAG AA)

contrast:text-contrast-wcag-aa

68% of measurable text passes WCAG AA. 4+ runs fail.

worst: “Models Tracked” at 2.52:1 (11px, #a3a3a3 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 sampled text is 10px, below the 13px floor this check uses.

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

Horizontal overflow

layout:horizontal-overflow

The page scrolls ~480px 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

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

“favicons?domain=ollama.com&sz=128” is 128px wide, displayed at 24px

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

Worth knowing6

Line length

11 paragraphs run past ~95 characters per line.

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

type:line-length

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

Not measurable1

Page weight

At least 0.9 MB across 101 measurable resources, but 130 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

measured

full palette ordered by on-page usage %

accent#e8f0fe

bg#ffffff

surface#fafafa

text#404040

See the roles applied

accent

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

the roles, doing their job

The quick brown fox28px

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

10pxAa

11pxAa

12pxAa

13pxAa

14pxAa

15pxAa

16pxAa

17pxAa

18pxAa

20pxAa

24pxAa

28pxAa

WEIGHTS

Aa400

Aa500

Aa600

Aa700

Aa800

FAMILIES

Geist

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

measured

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.

Machine version → JSON bundle Markdown brief Design tokens llms.txt