Smallest body text is 11px (base ~20px). below the ~16px readable floor.
fix Keep body copy ≥15-16px; reserve sub-13px for fine print only.
01
Homepage / Lander
2 tactics
ecommerce · Aug 9, 2026
aitoolhunt.co
20/100 Sparse
Scores above 9% of 1,252 multi-step funnels we have measured. Among the 151 ecommerce funnels in that group, above 33%.
How this was measured
Coverage is detection coverage, not a verdict — it counts the conversion tactics we could prove are present, out of the 15 that apply to an ecommerce funnel.
Measured by Roentgen 1.20.1, one of our versioned rulesets. A capture is read once and its measurements freeze there, so the stamp says which ruleset read this one.
Walk 54 links seen, 49 walkable, 2 matched, and we walked 3 pages.
What we recorded
The funnel, frame by frame
3 steps walkedIn their own words
24 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
AIToolHunt - Discover the Best AI Tools for Your Needs
- Meta description
AIToolHunt is your ultimate AI tools directory. Explore and discover the best AI tools across different categories - from productivity to creativity, content generation to data analysis. Find the perfect AI solution for your needs.
- Headline
Launch & Discover the Best AI Tools
- Section headings
AI Launches
Newsletter
VIdima AI
Visibility100x
AiToolsList.Tools
musecraft
Ari by Ariso
YBee
+2 more, not shown- Buttons and links
Search products
Sign In
0
1
2
4
Show all launches
Subscribe
Cookie settings
Toggle theme
+1 more, not shown
Sections
4 identified
structural bands identified on this funnel, cropped from its own capture
measuredextracted directly from the live page. a fact, not an opinion
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
What we found
3 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 opinionOffer clarity1 of 4
Anchors the price against a higher original
$19 / $39 / $79
Action path1 of 2
Puts proof in the first viewport
Reviewed & listed within 30 days
Friction reduction1 of 3
Answers buyer objections
Frequently Asked Questions
What we didn’t find
12 of 15 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 see12 of 15 applicable
Press / "as seen in"
448 of 1769 measured funnels run this
Us-vs-them comparison
304 of 1777 measured funnels run this
Scarcity / urgency copy
94 of 1769 measured funnels run this
On-page review wall
89 of 177 measured funnels run this
Free shipping
71 of 177 measured funnels run this
Express wallets
31 of 177 measured funnels run this
Money-back guarantee
31 of 177 measured funnels run this
Proof at every step
27 of 177 measured funnels run this
Countdown / urgency timer
15 of 177 measured funnels run this
Per-unit price anchor
9 of 177 measured funnels run this
Stacked free gifts
Subscription / auto-ship
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 · 4 flaggedcontrast, mobile, typography, accessibility, weight — each with what would fix it
measuredextracted directly from the live page. a fact, not an opinionReadability & contrast1 flagged
Text contrast (WCAG AA) needs workcontrast:text-contrast-wcag-aa
61% of measurable text passes WCAG AA. 4+ runs fail. 74% of text was unmeasurable (over images/gradients). not counted either way.
worst: “Newsletter” at 3.49:1 (12px, #279185 on #f3f4f6). 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 targetsclear
Mobile viewport passesmobile:mobile-viewport
Responsive viewport meta is present.
Typography2 flagged
Body text size needs worktype:body-text-size
Line height needs worktype:line-height
Body line-height is 1×. tight enough to hurt readability.
fix Set body line-height to ~1.4-1.6×.
Line length notetype:line-length
31 paragraphs run past ~95 characters per line.
fix Cap measure at ~60-75ch for comfortable reading.
Accessibility hygieneclear
Language declared passesa11y:language-declared
html[lang] is set for screen readers.
Image alt text passesa11y:image-alt-text
All 44 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.
Label in name notea11y:label-in-name
1 control has an aria-label that does not contain its visible text, so voice-control users cannot activate it by saying what they see.
fix Make the accessible name start with the visible label text.
Weight & delivery1 flagged
Page weight not measurableweight:page-weight
At least 0.9 MB across 135 measurable resources, but 180 cross-origin resources did not expose a size. The true weight cannot be determined from the page.
Render-blocking resources passesweight:render-blocking-resources
3 stylesheets/scripts in <head> block first paint.
fix Defer non-critical JS (defer/async) and inline only critical CSS.
Oversized images needs workweight:oversized-images
14 images are shipped at more than 2x the width shown.
“original.webp” is 1024px wide, displayed at 74px
fix Serve responsive sizes (srcset/sizes) matching the rendered width.
Form usabilityclear
Inline validation passesforms:inline-validation
1 field carries validation attributes (required/pattern/aria-invalid).
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 %
primary#f0f9ff
accent#f0f9ff
bg#f9fbfb
surface#f3f4f6
text#6b7280
See the roles applied
accent
Body copy in their text role, on a surface card.
the roles, doing their job
The quick brown fox48px
Jumps over the lazy dog36px
A subheading in their voice20px
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
36pxAa
48pxAa
WEIGHTS
Aa400
Aa500
Aa600
Aa700
FAMILIES
__fontBricolageGrotesque_23cd1b
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
