saas · Jul 11, 2026

windsurf.com

85/100 Strong

Scores above 81% of 1,252 multi-step funnels we have measured. Among the 959 saas funnels in that group, above 76%.

How this was measured

Coverage is detection coverage, not a verdict — it counts the conversion tactics we could prove are present, out of the 9 that apply to a saas funnel. Per device: desktop 85 · mobile 85.

Captured Homepage / Lander
Step 1 · Homepage / Lander1 / 3

What we recorded

The funnel, frame by frame

3 steps walked

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

measuredextracted directly from the live page. a fact, not an opinion
Homepage / Lander
01

Homepage / Lander

▲ strongest
4 tactics

$0 +4 more  ·  subscription

FAQLogo wallPricing tiersDemo / docs
Customers
02

Customers

3 tactics
ReviewsLogo wallUsage proof
Pricing
03

Pricing

▼ thinnest
3 tactics

$0 +4 more

FAQFree trialPricing tiers

In their own words

34 quoted

the 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
Devin Desktop | Devin
Meta description
Manage fleets of local and cloud agents from one surface. Plan, delegate, review, and ship without leaving your editor.
Headline
Devin Desktop
Section headings
A team of agents for every engineer.The power of an IDE, exactly when you need it.All the models, All the agents.Agents on ACPTeams building with Devin DesktopMake Devin Desktop your ownSo good you can't work without itLearn about our plans+6 more, not shown
Buttons and links
ProductSolutionsResourcesDownload for MacOSSWE-1.6 FastDevin LocalDevin CloudCodexClaude AgentOpenCode+2 more, not shown
Prices on the page
$0$20$200$80$40

What we found

7 tactics

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 opinion

Offer clarity1 of 1

Makes the pricing ladder explicit free, $80/mo, $40/mo

Action path3 of 4

Puts proof in the first viewport proof in first viewport
Offers a free trial or free tier Free plan
Offers a demo or docs entry point documentation

Trust & proof2 of 2

Shows customer logos or a trusted-by claim logos: Devin, Leaderboard ranking SWE-1.6 against other coding models, Ramp logo, Harvey l
Puts a number on adoption 1,000 engineers

Friction reduction2 of 2

Answers buyer objections Frequently Asked Questions
Offers a free trial or free tier Free plan

Value reinforcement1 of 2

Puts a number on adoption 1,000 engineers

What we didn’t find

2 of 9 applicable

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

measuredextracted directly from the live page. a fact, not an opinion

What we didn’t see2 of 9 applicable

Lead-capture form 310 of 1256 measured funnels run this
Us-vs-them comparison 304 of 1777 measured funnels run this

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 · 3 flagged

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

measuredextracted directly from the live page. a fact, not an opinion

Readability & contrast1 flagged

Text contrast (WCAG AA) needs workcontrast:text-contrast-wcag-aa

88% of measurable text passes WCAG AA. 4+ runs fail.

worst: “CTO, Itaú” at 1.05:1 (15px, #fcfcfc on #f7f6f5). needs 4.5:1

fix Raise text/background contrast to ≥4.5:1 (≥3:1 for large text), especially on CTAs and body copy.

Mobile & tap targets1 flagged

Mobile viewport passesmobile:mobile-viewport

Responsive viewport meta is present.

Tap-target size (mobile) needs workmobile:tap-target-size-mobile

69 of 94 interactive targets are under 44×44px on mobile.

smallest: “Devin home” at 28×28px

fix Give tappable controls a ≥44×44px hit area. the touch minimum.

Typography1 flagged

Body text size needs worktype:body-text-size

Smallest body text is 11px (base ~16px). below the ~16px readable floor.

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

Line length notetype:line-length

1 paragraph runs past ~95 characters per line.

fix Cap measure at ~60-75ch for comfortable reading.

Accessibility hygiene1 flagged

Language declared passesa11y:language-declared

html[lang] is set for screen readers.

Image alt text passesa11y:image-alt-text

All 36 content images carry alt text.

Form labels notea11y:form-labels

1 form field relies on placeholder text as the only label.

fix Back placeholders with a real <label>. placeholder text vanishes on input.

Named controls needs worka11y:named-controls

2 buttons/links have no accessible name (icon-only, no aria-label).

fix Add aria-label to icon-only buttons and links.

This funnel: 88% 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 opinion
full palette ordered by on-page usage %
primary#1d2e56
accent#1d2e56
bg#f7f6f5
surface#ffffff
text#191919
See the roles applied
accent

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

the roles, doing their job
The quick brown fox80px
Jumps over the lazy dog64px
A subheading in their voice40px

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
15pxAa
16pxAa
20pxAa
32pxAa
40pxAa
64pxAa
80pxAa
WEIGHTS
Aa400
Aa500
FAMILIES
NB International Pro
rendered in their own type system · webfont not loaded. system fallback if uninstalled

We also looked for Playbook match, and found none on this funnel.

X-ray a funnel

Your competitor's funnel is one URL away.

Give your AI real references · Measured facts, not taste

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