This report was measured 51 days ago — past our freshness window.

content · Aug 20, 2026

siphon.blackdwarf.in

Fewer than 1% of the 1,781 multi-step funnels we have measured showed fewer conversion tactics than we found here.

0 conversion tactics detected

2 pages walked · measured by Roentgen 1.25.1

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How this was measured

Measured by Roentgen 1.25.1 on 2026-08-20. 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 5 that apply to a content funnel. A low count means we did not detect those patterns, not that the funnel is weak.

Walk 12 links on the entry page, 4 walkable. 1 matched a funnel step; we captured 2 pages in all, this one included.

The short version, in 4 parts

  1. Not seen

    5 of 5 applicable tactics we checked for and did not see

    FAQ / objection handling
    An accordion / FAQ block answering objections.
    Press / "as seen in"
    Media logos or an "as seen in / featured in" claim borrowing publication credib…
    Us-vs-them comparison
    A comparison table framing the brand against alternatives.

    + 2 more

    See what we looked for

  2. Flagged

    4 of 12 build checks flagged, each with a fix

    Body text size
    Smallest body text is 12px (base ~18px). below the ~16px readable floor.
    Page weight
    At least 27.4 MB across 169 measurable resources. 30 cross-origin resources did not expos…
    Render-blocking resources
    13 stylesheets/scripts in <head> block first paint.

    + 1 more

    See the fixes

  3. Walked

    2 pages walked, Examples to Examples

    Step 1
    Examples
    Step 2
    Examples

    Walk it frame by frame

  4. In their words

    The headline: Examples

    Promise
    Build production-grade AI calling agents on your infrastructure. Open-source Python framework with zero platf…

    Read every quote

Captured Examples
Step 1 · Examples1 / 2

What we recorded

The funnel, frame by frame

2 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
Examples
01

Examples

▼ thinnest
1 tactic
Demo / docs
Examples
02

Examples

▲ strongest
2 tactics
Logo wallDemo / docs

In their own words

6 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
SIPHON | Open-Source Voice AI - No Markups, No Lock-In, No Middlemen
Meta description
Build production-grade AI calling agents on your infrastructure. Open-source Python framework with zero platform fees. Full control over data, costs, and AI providers. Alternative to Vapi, Retell, Bland.
Headline
Examples
Section headings
A 24/7 Dental Clinic Receptionist in Few Lines of Python
Buttons and links
Search documentation... ⌘ KToggle theme

What we didn’t find

5 of 5 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 see5 of 5 applicable

FAQ / objection handling 1,615 of the 2,420 funnels we checked
Press / "as seen in" 642 of the 2,417 funnels we checked
Us-vs-them comparison 441 of the 2,420 funnels we checked
Proof above the fold 381 of the 2,420 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

12 run · 4 flagged

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

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

4 of 12 measured checks need work

Body text size

type:body-text-size

Smallest body text is 12px (base ~18px). below the ~16px readable floor.

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

Page weight

weight:page-weight

At least 27.4 MB across 169 measurable resources. 30 cross-origin resources did not expose a size, so the real total is higher.

FixCompress and lazy-load below-the-fold media; drop unused third-party scripts.

Render-blocking resources

weight:render-blocking-resources

13 stylesheets/scripts in <head> block first paint.

FixDefer non-critical JS (defer/async) and inline only critical CSS.

Tap-target size (mobile)

mobile:tap-target-size-mobile

18 of 28 interactive targets are under 44×44px on mobile.

smallest: “Blog” at 27×16px

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

Worth knowing4

Line length

28 paragraphs run past ~95 characters per line.

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

type:line-length
Heading levels

2 headings skip 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:heading-levels
Oversized images

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

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

weight:oversized-images

Clear4

Text contrast (WCAG AA) · Mobile viewport · Language declared · Image alt text

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#1e293b
accent#1e293b
bg#020817
surface#020817
text#94a3b8
See the roles applied
accent

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

the roles, doing their job
The quick brown fox216px
Jumps over the lazy dog48px
A subheading in their voice24px

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
12pxAa
14pxAa
16pxAa
18pxAa
24pxAa
48pxAa
216pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa700
Aa900
FAMILIES
ui-sans-serif
rendered in their own type system · webfont not loaded. system fallback if uninstalled

Measured, found none

4 of 9 layers

layers we ran on this funnel that came back empty

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

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

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

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

Playbook match — which funnel play this page runs — measured, evidence-quoted

We ran these passes 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.

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