This report was measured 48 days ago — past our freshness window.

lead_gen · Aug 23, 2026

tokenhot.ai

We found more conversion tactics here than on 34% of the 1,781 multi-step funnels we have measured.

4 conversion tactics detected

2 pages walked · measured by Roentgen 1.26.0

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How this was measured

Measured by Roentgen 1.26.0 on 2026-08-23. 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 10 that apply to a lead_gen funnel. A low count means we did not detect those patterns, not that the funnel is weak.

Walk 30 links on the entry page, 25 walkable. 1 matched a funnel step; we captured 2 pages in all, this one included.

The short version, in 5 parts

  1. Proven on the page

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

    Compares itself against alternatives
    comparison table: Model · Official I/O · Input · Output · Save
    Shows customer logos or a trusted-by claim
    logo wall (5 distinct marks)
    Offers a demo or docs entry point
    Documentation

    + 1 more with evidence

    See all 4

  2. Not seen

    6 of 10 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…
    Proof above the fold
    Social proof rendered within the first viewport on at least one step.

    + 3 more

    See what we looked for

  3. Flagged

    5 of 13 build checks flagged, each with a fix

    Text contrast (WCAG AA)
    89% of measurable text passes WCAG AA. 4+ runs fail.
    Body text size
    Smallest body text is 11px (base ~16px). below the ~16px readable floor.
    Named controls
    1 button/link has no accessible name (icon-only, no aria-label).

    + 2 more

    See the fixes

  4. Walked

    2 pages walked, Homepage / Lander to Register

    Step 1
    Homepage / Lander
    Step 2
    Register

    Walk it frame by frame

  5. In their words

    The headline: Unified LLM API Gateway.Without the Frontier Price.

    Promise
    Better price, better stability. The unified LLM API gateway supporting OpenAI, Claude, Gemini, DeepSeek and 3…
    Prices shown
    $10 · $50 · $3.40

    Read every quote

Captured Homepage / Lander
Step 1 · Homepage / Lander1 / 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
Homepage / Lander
01

Homepage / Lander

▲ strongest
4 tactics

$10 +24 more  ·  subscription

Sticky CTAComparisonLogo wallDemo / docs
Register
02

Register

▼ thinnest
0 tactics

no named tactics detected on this step

In their own words

46 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
Tokenhot – Unified LLM API Gateway
Meta description
Better price, better stability. The unified LLM API gateway supporting OpenAI, Claude, Gemini, DeepSeek and 30+ providers.
Headline
Unified LLM API Gateway.Without the Frontier Price.
Section headings
One API. Clear pricing.Fast responses, wherever you areOne Endpoint. All Modalities.Your favorite tools, one URL changeStop overpaying. Start building today.Ready to build?Text1.8s Latency+2 more, not shown
Buttons and links
Sign UpGenerate API KeyTextImageVideoGet Your API Key NowCreate API KeyTalk to Sales
Prices on the page
$10$50$3.40$17.00$5$25$1.70$8.50+17 more, not shown

Sections

5 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 tokenhot.ai
Nav1% down the page
Hero section of tokenhot.ai
Hero0% down the page
Pricing section of tokenhot.ai
Pricing13% down the page
Logos section of tokenhot.ai
Logos59% down the page
Footer section of tokenhot.ai
Footer89% down the page

What we found

4 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

objection1 of 2

Compares itself against alternatives comparison table: Model · Official I/O · Input · Output · Save

proof1 of 4

Shows customer logos or a trusted-by claim logo wall (5 distinct marks)

checkout2 of 2

Offers a demo or docs entry point Documentation
Lead-capture form text, email, password, password

What we didn’t find

6 of 10 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 see6 of 10 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
Proof above the fold 381 of the 2,420 funnels we checked
Usage / adoption proof 289 of the 2,043 funnels we checked
Scarcity / urgency copy 125 of the 2,417 funnels we checked
Lead magnet

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

13 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 12 measured checks need work1 could not be measured — not counted either way

Text contrast (WCAG AA)

contrast:text-contrast-wcag-aa

89% of measurable text passes WCAG AA. 4+ runs fail.

worst: “Get Your API Key Now” at 1:1 (16px, #ffffff on #ffffff). 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 body text is 11px (base ~16px). below the ~16px readable floor.

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

Named controls

a11y:named-controls

1 button/link has no accessible name (icon-only, no aria-label).

FixAdd aria-label to icon-only buttons and links.

Landmark regions

structure:landmark-regions

No <main> or <header> or <footer> landmark. screen-reader users cannot jump between regions.

FixWrap the page in <header>, <main> and <footer> (or matching ARIA roles).

Tap-target size (mobile)

mobile:tap-target-size-mobile

50 of 68 interactive targets are under 44×44px on mobile.

smallest: “(unnamed)” at 18×18px

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

Worth knowing4

Line length

5 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
Render-blocking resources

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

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

weight:render-blocking-resources
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

Not measurable1

Page weight

At least 1.2 MB across 100 measurable resources, but 32 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

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#ff7615
accent#ff7615
bg#ffffff
surface#faf9f7
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 fox64px
Jumps over the lazy dog60px
A subheading in their voice56px

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
24pxAa
30pxAa
56pxAa
60pxAa
64pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa650
Aa700
FAMILIES
EB Garamond · Inter
rendered in their own type system · webfont not loaded. system fallback if uninstalled

Measured, found none

2 of 9 layers

layers we ran on this funnel that came back empty

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

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

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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