saas · Aug 9, 2026
45/100 Thin
Scores higher than 49% of 1,391 multi-step funnels we have measured. Among the 1,074 saas funnels in that group, higher than 38%.
Measured by Roentgen 1.20.1 on 2026-08-09. 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 50 · mobile 40.
Walk 62 links on the entry page, 56 walkable. 4 matched a funnel step; we captured 4 pages in all, this one included.
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 opinionDebate TelloDB — Multi-LLM Review: See Where AI Models Disagree
Draft with one AI model, switch models without losing context, and invoke an adversarial multi-model review before consequential work ships.
Draft with one model. Review with a panel before you ship.
Turn the current answer into an adversarial review.
Better verdicts start before the debate.
Consensus is dangerous when nobody had to disagree.
Different mistakes need different attacks. Pick the review your answer has to survive.
When they ask how you checked, show the transcript.
Trust the record you can inspect, not a confidence claim.
The expensive mistake is the one that looked obvious in hindsight.
Every token, every dollar, every system prompt. Exposed.+8 more, not shown
Board memo
Client advice
Security claim
Run the adversarial review
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$0.42
$0
$20
$100
$0.40
$0.80
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, $0/mo, $20/mo, $100/mo
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docs link
comparison grid: 9 rows
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 opinion2 of 12 measured checks need work
Smallest body text is 9px (base ~13px). below the ~16px readable floor.
FixKeep body copy ≥15-16px; reserve sub-13px for fine print only.
176 of 230 interactive targets are under 44×44px on mobile.
smallest: “Features” at 60×16px
FixGive tappable controls a ≥44×44px hit area. the touch minimum.
15 paragraphs run past ~95 characters per line.
FixCap measure at ~60-75ch for comfortable reading.
type:1 form field relies on placeholder text as the only label.
FixBack placeholders with a real <label>. placeholder text vanishes on input.
a11y:1 heading skips 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:4 controls have an aria-label that does not contain its visible text, so voice-control users cannot activate it by saying what they see.
FixMake the accessible name start with the visible label text.
a11y:4 stylesheets/scripts in <head> block first paint.
FixDefer non-critical JS (defer/async) and inline only critical CSS.
weight:Text contrast (WCAG AA) · Mobile viewport · Language declared · Image alt text · Page weight
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.
layers we ran on this funnel that came back empty
measuredextracted directly from the live page. a fact, not an opinionPlaybook 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.
