Smallest body text is 10px (base ~18px). below the ~16px readable floor.
fix Keep body copy ≥15-16px; reserve sub-13px for fine print only.
saas · Aug 9, 2026
35/100 Sparse
Scores above 25% of 1,252 multi-step funnels we have measured. Among the 959 saas funnels in that group, above 14%.
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.
Measured by Roentgen 1.20.1, one of our versioned rulesets. A capture is read once and its measurements freeze there, so the stamp says which ruleset read this one.
Walk 158 links seen, 148 walkable, 3 matched, and we walked 4 pages.
see their whole funnel without clicking through it. scored step by step
measuredextracted directly from the live page. a fact, not an opinionthe entry page’s own title, headline, buttons and prices — quoted, never paraphrased
measuredextracted directly from the live page. a fact, not an opinionFree LLM API & Free AI API (2026) — Browse Free Models & API Keys | freellm.net
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.
Free LLM API Resources — Find & Compare Free AI APIs
Top Free AI APIs Today — 424+ from 30 Providers
🔥 New & Recently Updated Free AI API Resources
Free LLM APIs by Use Case
Browse Free LLM APIs by Model Family
Frequently Asked Questions — Free LLM APIs
Free LLM APIs for Coding
Free LLM APIs for Chat
Free LLM APIs for Vision+5 more, not shown
Search
View all 424 models →
Privacy & cookie settings
Non-personalized ads
Personalized ads
structural bands identified on this funnel, cropped from its own capture
measuredextracted directly from the live page. a fact, not an opinion
the atomic pieces — price anchors, ratings, guarantees — with their verbatim on-page text
measuredextracted directly from the live page. a fact, not an opinion
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 opinionfree tier
logos: NVIDIA NIM, Google Gemini, Ollama Cloud, Kilo Code, OpenRouter
Frequently Asked Questions — Free LLM APIs
free tier
applicable tactics we checked for and did not see on any step we reached
measuredextracted directly from the live page. a fact, not an opinionAbsence 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.
contrast, mobile, typography, accessibility, weight — each with what would fix it
measuredextracted directly from the live page. a fact, not an opinion68% of measurable text passes WCAG AA. 4+ runs fail.
worst: “Models Tracked” at 2.52:1 (11px, #a3a3a3 on #ffffff). needs 4.5:1
fix Raise text/background contrast to ≥4.5:1 (≥3:1 for large text), especially on CTAs and body copy.
Responsive viewport meta is present.
777 of 1330 interactive targets are under 44×44px on mobile.
smallest: “Home” at 35×17px
fix Give tappable controls a ≥44×44px hit area. the touch minimum.
Smallest body text is 10px (base ~18px). below the ~16px readable floor.
fix Keep body copy ≥15-16px; reserve sub-13px for fine print only.
3 paragraphs run past ~95 characters per line.
fix Cap measure at ~60-75ch for comfortable reading.
html[lang] is set for screen readers.
All 6 content images carry alt text.
2 form fields rely on placeholder text as the only label.
fix Back placeholders with a real <label>. placeholder text vanishes on input.
39 links use generic text (“click here” / “learn more”).
fix Make link text describe its destination out of context.
1 heading skips a level (e.g. <h2> followed by <h4>). Screen-reader users navigate by this outline.
fix Step heading levels one at a time; use CSS for size, not a deeper level.
No same-page “skip to content” link was found. Keyboard users tab through the whole nav on every page.
fix Add a first-in-DOM <a href="#main"> that is visible on focus.
The page scrolls ~576px horizontally at 390px wide. content spills past the viewport.
fix Find the overflowing element (fixed widths, unwrapped rows) and constrain it to 100%.
At least 0.9 MB across 104 measurable resources, but 149 cross-origin resources did not expose a size. The true weight cannot be determined from the page.
6 stylesheets/scripts in <head> block first paint.
fix Defer non-critical JS (defer/async) and inline only critical CSS.
17 images are shipped at more than 2x the width shown.
“favicons?domain=aistudio.google.com&sz=1” is 128px wide, displayed at 24px
fix Serve responsive sizes (srcset/sizes) matching the rendered width.
1 field carries validation attributes (required/pattern/aria-invalid).
palette by on-page usage · type rendered live
measuredextracted directly from the live page. a fact, not an opinionBody copy in their text role, on a surface card.
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.
We also looked for Playbook match, and found none on this funnel.