THE VISUAL QA LAYER FOR AI-BUILT PAGES

Where they look.
What they read.
Before you publish.

AI attention heatmaps on any design, live URL — or the page Lovable just built you. Down to the exact words your visitors will actually read.

Built with Lovable, v0 or Bolt? Score it before you pay for traffic.
Peer-reviewed saliency model (UniSAL).
10 free analyses a month, no card.
Free score /100 · no signup · results in secondsHow it works
4261

ATTENTION /100 · AFTER FIX

dropnir.com — LIVE REPORT

WORKS WHERE YOU WORKFigma pluginChrome extensionWeb — any URLAPI · Shopify — soon

HEATPOINTS — ATTENTION INTELLIGENCE BY DROPNIR

No signup — score any URL in seconds
No tracking script · nothing to install
Peer-reviewed saliency model (UniSAL).
We eat our own cooking:Heatpoints attention score of this site
Model preview

See exactly where eyes land
before a single click.

Our UNISAL model predicts human visual attention from any screenshot. Below is a live example — original layout on the left, AI heatmap on the right.

heatpoints.ai/preview
analyzing...
original
fold
AI heatmap
High
Medium
Low
Model:UNISAL v2.1·300K eye-tracking samples

WHAT THE REPORT ANSWERS

Not sure your page works?
Your visitors decided in five seconds.

“Does my hero grab attention — or do they scroll past?”

Every screen of scroll gets its own attention score. You see the exact pixel where the eye gives up.

010px
7
02900px
13
031800px
6
042700px
4
053600px
7
064500px
13
075400px
9

REAL OUTPUT — DROPNIR.COM · DESKTOP · 7 SECTIONS

Here: attention collapses to 4/100 by the third screen. That's where this site loses its visitors — and where the report tells you to act.

“Is my CTA inside the hot zone?”

The report maps where the eye lands first — and flags what you put there instead.

CTA

Primary zone: Top-center

Your CTA: Bottom-left ✗

5% of predicted attention reaches it.

“Which words get read — and which get skipped?”

Words Mapword-level reading attention on your actual copy. No other tool does this.

Our platform empowers teams to seamlessly optimize workflows cut reporting time from 3 hours to 20 minutes, starting at $29.

skippedscannedreadhook

The eye locks onto numbers and stakes. It skips the adjectives you spent an hour on. The report rewrites them.

Discover Words Map
Instrument panel

One page in. Six reads out.

Every mode runs on the same UNISAL perception model — trained on 300K+ human eye-tracking samples.

Live attention heatmap over a website hero
LIVE · 190MS/FRAME

REAL OUTPUT — DROPNIR.COM SCAN · NOTHING MOCKED

WHO IT'S FOR

IN YOUR STACK

One attention model. In your design file, your browser, your pipeline.

NEXT ON THE ROADMAPPublic API — the eval layer for AI-built UIsShopifyGitHub ActionSlack

THE MODEL

Built on published research, not a black box.

Heatpoints runs UniSAL, a peer-reviewed saliency model benchmarked on public academic datasets (SALICON, MIT300). We'll always tell you what prediction can and cannot see.

UniSAL

PEER-REVIEWED MODEL

SALICON

BENCHMARK DATASET

< 5 s

PER ANALYSIS

Pricing

Start free.
Upgrade when it pays for itself.

Transparent plans, self-serve, cancel anytime. One avoided redesign of a hero section pays for a year of Pro.

A UX audit bills at €2,000–8,000. One white-label report sold pays back your year.

Free
€0/ month

Try it on your own designs.

  • 10 analyses / month
  • Multi-device reports
  • SEO audit
  • Copy / text analysis
  • PDF export (watermarked)
  • Unlimited history
ProPopular
€29/ month

For freelancers and CRO consultants.

  • 300 analyses / month
  • Multi-device reports
  • SEO audit
  • Copy / text analysis
  • Competitor benchmark
  • Whole-site scan
  • Fix — AI corrections
  • Scrollcast video
  • PDF reports without watermark
  • API access
  • 12 months history
Agency
€99/ month

For teams shipping client work.

  • Unlimited analyses (fair use)
  • Multi-device reports
  • SEO audit
  • Copy / text analysis
  • Competitor benchmark
  • Whole-site scan
  • Fix — AI corrections
  • Pulse analytics
  • Scrollcast video
  • PDF reports without watermark
  • White-label reports
  • API access
  • 5 seats
  • Unlimited history
  • Priority support
No credit card for Free
Cancel anytime
Secure checkout via Stripe
GDPR compliant
White-label at €99 — others watermark you at €29
FAQ

The questions everyone asks

How accurate are AI attention heatmaps?+

Heatpoints runs UniSAL, a peer-reviewed saliency model (ECCV 2020) benchmarked on public academic datasets like SALICON and MIT300. It predicts where human eyes land in the first seconds of viewing — and we always tell you what prediction can and cannot see.

How is this different from Hotjar or Microsoft Clarity?+

Those tools record real visitors — you need live traffic, a tracking script and a consent banner, then weeks of data. Heatpoints predicts attention before you publish: no traffic, no script, results in seconds. Many teams use both: predict first, verify later.

Do I need to install anything on my site?+

No. Paste a URL or upload a screenshot — the analysis runs on a capture of the page. Nothing is added to your site and your visitors are never tracked.

Does it work on designs that aren't live yet?+

Yes — upload a JPG or PNG of a mockup, or run the Figma plugin on any frame. The Chrome extension also covers pages a scanner can't reach, like dashboards behind a login.

What's included for free?+

The public score /100 with a heatmap and a first insight, no account needed — and 10 full analyses a month with a free account, no card required.

Know where they look.
Before you publish.

Paste a URL — score /100, heatmap and first insight in seconds. Free, no signup.

DESIGNER? UPLOAD A MOCKUP INSTEAD

Drop your interface

or click to browse files

JPG, PNG · Max 10 MB