Worked examples openai.com

Is openai.com vibe coded?

Minimal to the point of telling us very little. We fetched the homepage on 29 August 2026 and ran all 86 detectors over the raw HTML — the same scan you get from the box on the front page, frozen here so the numbers can be argued with.

0/100

openai.com

Hand-written

Somebody sat down and made decisions. Several of them were opinions.

Vibe tells
6
Craft tells
7
Confidence
high

Plenty of signal to work with.

Where the score came from

  • Platform fingerprintsnone

    Artefacts of the tool, not of taste

  • Colour, type and surface1 hit

    The visual defaults, applied unedited

  • Layout and architecturenone

    The shape a page takes when nobody asks what it needs to say

  • Copy tells1 hit

    How the words were written

  • Leftoversnone

    Scaffolding never cleaned up

  • Source and build1 hit

    What is visible in the shipped code

  • How it behaves3 hits

    Weight, mobile, accessibility, SEO — where the money leaks

  • Human craft7 hits

    Evidence of deliberate decisions

Evidence

13 findings
  • +10

    Heavy for what it renders

    92 script files and 439 KB of HTML to render 513 words. A full framework, an icon library and an animation library for a page a hundred kilobytes could serve.

  • +9

    Copy that never says who it is for

    513 words, and still no price, no contact route and no named audience. The page describes a category, not a business.

  • 9

    Deliberate social preview

    Open Graph title and image were both authored.

  • 9

    Skip-to-content link

    A keyboard skip link exists. Generators do not do this.

  • +8

    Dependency sprawl

    2 third-party asset hosts and 92 script files. Each sub-problem got whatever library was most popular in the training data, and nothing was ever consolidated.

    • static.cloudflareinsights.com
    • chatgpt.com
  • +8

    Fixed pixel widths that will overflow a phone

    Hard pixel widths wider than a phone. Layouts break at sizes nobody prompted for, because desktop was the only viewport that got looked at.

    • w-[768px]
    • min-width: 768px
    • width: 767px
    • min-width: 1728px

What we read

title
OpenAI | Research & Deployment
generator
server
cloudflare
status
200
html
439.5 KB
words
513
fetched in
505 ms
Open the page yourself

Reading this score

openai.com landed on 11/100, which puts it in the hand-written band. That number is not a percentage and not a probability — it is strength of evidence: 38 points of tells, damped by craft, less 49 points of deliberate decisions, mapped through one logistic curve.

What pushed it up

What pulled it down

Craft we looked for and did not find

These are the actionable half of the report. None of them are hard, and every one of them would have moved the number.

What this scan cannot see

One request, no JavaScript executed. So everything below is invisible to us, and a page can be excellent or awful at all of it without moving the score:

Scan a URL of your own →