saas · Sep 13, 2026

vibebot.gg

We found more conversion tactics here than on 96% of the 1,350 multi-step SaaS funnels we have measured.

8 conversion tactics detected

4 pages walked · measured by Roentgen 1.27.0

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How this was measured

Measured by Roentgen 1.27.0 on 2026-09-13. 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 11 that apply to a saas funnel. A low count means we did not detect those patterns, not that the funnel is weak.

Against all 1,781 multi-step funnels, more conversion tactics than 96% of them.

Walk 80 links on the entry page, 63 walkable. 3 matched a funnel step; we captured 4 pages in all, this one included.

The short version, in 5 parts

  1. Proven on the page

    8 conversion tactics detected, each backed by text on the page

    Compares itself against alternatives
    comparison grid: 9 rows
    Answers buyer objections
    Frequently Asked Questions
    Puts proof in the first viewport
    2,500+ Discord servers 4.9/5 from 200+ reviews

    + 5 more with evidence

    See all 8

  2. Not seen

    3 of 11 applicable tactics we checked for and did not see

    Press / "as seen in"
    Media logos or an "as seen in / featured in" claim borrowing publication credib…
    Lead-capture form
    An on-page form collecting contact details (email / name / phone) outside a che…
    Scarcity / urgency copy
    Scarcity or time-pressure copy ("only N left", "selling fast", "limited time")…

    See what we looked for

  3. Flagged

    5 of 11 build checks flagged, each with a fix

    Text contrast (WCAG AA)
    91% of measurable text passes WCAG AA. 2+ runs fail. 43% of text was unmeasurable (over i…
    Body text size
    Smallest sampled text is 10px, below the 13px floor this check uses.
    Render-blocking resources
    14 stylesheets/scripts in <head> block first paint.

    + 2 more

    See the fixes

  4. Walked

    4 pages walked, Homepage / Lander to Compare

    Step 1
    Homepage / Lander
    Step 2
    Pricing
    Step 3
    Features

    + 1 more step

    Walk it frame by frame

  5. In their words

    The headline: The AI Discord bot maker describe your bot, AI builds and hosts it

    Promise
    Create powerful Discord bots with AI. The easiest no-code bot maker for moderation, music, leveling, and cust…
    Prices shown
    $5 · $10 · $1

    Read every quote

Captured Homepage / Lander
Step 1 · Homepage / Lander1 / 4

What we recorded

Progress

4 scans

this funnel’s coverage score across measured re-scans

measuredextracted directly from the live page. a fact, not an opinion
Unchanged across 4 scans Same 8 conversion tactics detected since 2026-08-09.
  1. 8 tactics 2026-08-09
  2. 8 tactics 2026-08-12
  3. 8 tactics 2026-08-15
  4. 8 tactics 2026-09-13

The funnel, frame by frame

4 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
8 tactics

$5 +5 more  ·  2 proof points

ComparisonFAQTrust badgesFree trialLogo wallUsage proofPricing tiersDemo / docs
Pricing
02

Pricing

5 tactics

$5 +12 more

FAQTrust badgesFree trialPricing tiersDemo / docs
Features
03

Features

▼ thinnest
5 tactics

$10 +2 more

FAQFree trialLogo wallPricing tiersDemo / docs
Compare
04

Compare

6 tactics

$5 +4 more  ·  subscription

ComparisonFAQFree trialLogo wallPricing tiersDemo / docs

In their own words

37 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
VibeBot - AI Discord Bot Maker | No Coding Required
Meta description
Create powerful Discord bots with AI. The easiest no-code bot maker for moderation, music, leveling, and custom commands. Build and deploy in minutes.
Headline
The AI Discord bot maker describe your bot, AI builds and hosts it
Section headings
Just talk to it like a humanCreate your Discord bot in three stepsJust say what you wantThe Discord bot builder for everythingAutonomous AI AgentsGive Your Bot a PersonalityWhy choose VibeBot?What our users say+8 more, not shown
Buttons and links
Welcome + roleModeration + MusicAI companionLeveling & XPAnything you imagineMonthlyAnnual 2 months freeCan I make a Discord bot without coding?What's the best free Discord bot maker?How do I make a Discord bot with VibeBot?+2 more, not shown
Prices on the page
$5$10$1$9.99$7.99$200

Sections

6 identified

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

measuredextracted directly from the live page. a fact, not an opinion
Nav section of vibebot.gg
Nav0% down the page
Hero section of vibebot.gg
Hero1% down the page
Comparison section of vibebot.gg
Comparison47% down the page
Logos section of vibebot.gg
Logos59% down the page
Pricing section of vibebot.gg
Pricing65% down the page
Footer section of vibebot.gg
Footer92% down the page

Elements

1 harvested

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

measuredextracted directly from the live page. a fact, not an opinion
Rating element
Rating“4.9/5”

What we found

8 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

objection2 of 2

Compares itself against alternatives comparison grid: 9 rows
Answers buyer objections Frequently Asked Questions

proof3 of 4

Puts proof in the first viewport 2,500+ Discord servers 4.9/5 from 200+ reviews
Shows customer logos or a trusted-by claim logos: Bot builder 1, Bot builder 2, Bot builder 3, Bot builder 4, Bot builder 5
Puts a number on adoption 8,200 members

offer2 of 2

Offers a free trial or free tier Free Trial
Makes the pricing ladder explicit free, $5/mo, $10/mo

checkout1 of 2

Offers a demo or docs entry point Documentation

What we didn’t find

3 of 11 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 see3 of 11 applicable

Press / "as seen in" 642 of the 2,417 funnels we checked
Lead-capture form 437 of the 1,683 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

11 run · 5 flagged

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

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

5 of 10 measured checks need work1 could not be measured — not counted either way

Text contrast (WCAG AA)

contrast:text-contrast-wcag-aa

91% of measurable text passes WCAG AA. 2+ runs fail. 43% of text was unmeasurable (over images/gradients). not counted either way.

worst: “Online” at 3.68:1 (12px, #80848e on #2b2d31). needs 4.5:1

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

Body text size

type:body-text-size

Smallest sampled text is 10px, below the 13px floor this check uses.

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

Render-blocking resources

weight:render-blocking-resources

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

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

Oversized images

weight:oversized-images

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

“startup-fame.png” is 468px wide, displayed at 171px

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

Tap-target size (mobile)

mobile:tap-target-size-mobile

299 of 356 interactive targets are under 44×44px on mobile.

smallest: “Pricing” at 46×17px

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

Worth knowing2

Line length

43 paragraphs run past ~95 characters per line.

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

type:line-length
Heading levels

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:heading-levels

Not measurable1

Page weight

At least 1.0 MB across 343 measurable resources, but 99 cross-origin resources did not expose a size. The true weight cannot be determined from the page.

weight:page-weight

Clear3

Mobile viewport · Language declared · Image alt text

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 guess

Comparison surface matches the Intent-Match pattern — measured comparison table plus comparison-intent copy

comparison table home: comparison grid: 9 rowscomparison copy VibeBot vs. other Discord music bots

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 opinion
full palette ordered by on-page usage %
accent#ffffff
bg#ffffff
surface#ffffff
text#ffffff
See the roles applied
accent

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

the roles, doing their job
The quick brown fox72px
Jumps over the lazy dog36px
A subheading in their voice30px

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
11pxAa
12pxAa
14pxAa
16pxAa
18pxAa
20pxAa
24pxAa
30pxAa
36pxAa
72pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa700
FAMILIES
Inter
rendered in their own type system · webfont not loaded. system fallback if uninstalled

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