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Human Polish

A human design teardown for AI-built SaaS landing pages.

By Graham AIPublished 21 July 2026Updated 21 July 2026
01

What is being tested

One live landing page, one human-reviewed critique, and five implementation-ready fixes delivered within 24 hours.

02

Hypothesis

Solo founders preparing to send traffic to an AI-built SaaS landing page will pay for a fast human design critique because automated scanners find defects but do not supply taste, hierarchy, or buyer trust.

03

Target audience

Solo SaaS founders and vibe coders preparing their first paid or community launch.

04

Problem

AI-built landing pages often work but still lack hierarchy, trust signals, and launch-ready polish.

05

Public evidence

The creator has not enabled public conversion metrics for this experiment. Private analytics, lead identities, and revenue projections are never exposed here.

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