Body text size
type:Smallest body text is 11px (base ~12px). below the ~16px readable floor.
FixKeep body copy ≥15-16px; reserve sub-13px for fine print only.
01
Homepage / Lander
1 tactic
saas · Sep 1, 2026
yylo.dev
20/100 Sparse
Scores higher than 9% of 1,391 multi-step funnels we have measured. Among the 1,074 saas funnels in that group, higher than 4%.
How this was measured
Measured by Roentgen 1.27.0 on 2026-09-01. 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 20 · mobile 20.
Walk 13 links on the entry page, 7 walkable. 1 matched a funnel step; we captured 3 pages in all, this one included.
What we recorded
The funnel, frame by frame
3 steps walkedsee their whole funnel without clicking through it. scored step by step
measuredextracted directly from the live page. a fact, not an opinionIn their own words
17 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
YYLO — the system of work for agentic engineering
- Meta description
Coordinate coding agents from intent through validated code while preserving durable task, session, review, and evaluation evidence.
- Headline
Run the work. Keep the memory.
- Section headings
From intent to validated code—with evidence.
Control the work loop.
Build engineering memory.
One system. Three open-source layers.
Coordinate, remember, evaluate.
Start with one verifiable change.
Run the work without losing why it happened.
YYLO coordinates the work.
+2 more, not shown- Buttons and links
◐ THEME
Install YYLO
View on GitHub ↗
Copy
Sections
3 identified
structural bands identified on this funnel, cropped from its own capture
measuredextracted directly from the live page. a fact, not an opinion
What we found
2 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 opinionAction path1 of 4
Offers a demo or docs entry point
docs link
Value reinforcement1 of 2
Compares itself against alternatives
comparison table: Shared job · YYLO · Cursor · Evidence verdict
What we didn’t find
9 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 see9 of 11 applicable
FAQ / objection handling
1,302 of the 1,968 funnels we checked
Trusted-by logo wall
1,168 of the 1,539 funnels we checked
Free trial / freemium
1,084 of the 1,385 SaaS funnels we checked
Pricing tiers
699 of the 1,385 SaaS funnels we checked
Press / "as seen in"
508 of the 1,960 funnels we checked
Lead-capture form
342 of the 1,393 funnels we checked
Proof above the fold
314 of the 1,968 funnels we checked
Usage / adoption proof
237 of the 1,539 funnels we checked
Scarcity / urgency copy
101 of the 1,960 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 flaggedcontrast, mobile, typography, accessibility, weight — each with what would fix it
measuredextracted directly from the live page. a fact, not an opinion2 of 9 measured checks need work
Tap-target size (mobile)
mobile:53 of 72 interactive targets are under 44×44px on mobile.
smallest: “Docs” at 35×22px
FixGive tappable controls a ≥44×44px hit area. the touch minimum.
Worth knowing2
Line length
7 paragraphs run past ~95 characters per line.
FixCap measure at ~60-75ch for comfortable reading.
type:Render-blocking resources
4 stylesheets/scripts in <head> block first paint.
FixDefer non-critical JS (defer/async) and inline only critical CSS.
weight:Clear5
Text contrast (WCAG AA) · Mobile viewport · Language declared · Image alt text · Page weight
Playbook match
1 matched
which funnel play this page runs — measured, evidence-quoted
deriveda deterministic summary generated only from measured facts. labeled, never an LLM guessComparison surface matches the Intent-Match pattern — measured comparison table plus comparison-intent copy
comparison table
p3: comparison table: Shared job · YYLO · Cursor · Evidence verdictcomparison copy
Kanban boards vs an execution ledger for coding agents
A match means this funnel's measurable surfaces fit the playbook's pattern — the quoted language is what fired the detection. A lever is one playbook mechanism observed on-page. We never claim what a brand's ads or emails do; a crawl can't see them. All funnel designs →
Two different things sit side by side here. The claim and its quoted evidence are measured on this funnel, the same way every other fact on this page is. The playbook itself is written guidance — our strategy library, not a measurement of this site — and it lives behind the links above. Nothing on this page recommends what this brand should do.
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#171a21
bg#fcfbf7
surface#fcfbf7
text#424955
See the roles applied
accent
Body copy in their text role, on a surface card.
the roles, doing their job
The quick brown fox101px
Jumps over the lazy dog65px
A subheading in their voice26px
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
11pxAa
12pxAa
13pxAa
14pxAa
16pxAa
21pxAa
26pxAa
65pxAa
101pxAa
WEIGHTS
Aa400
Aa650
Aa700
Aa750
Aa800
FAMILIES
Arial · SFMono-Regular
rendered in their own type system · webfont not loaded. system fallback if uninstalled
Measured, found none
1 of 9 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
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.
X-ray a funnel
