nowfound

AI · November 14, 2023

G4

GPT-4-Vision UX audit for your landing page (relaunch)

Last week, I got seriously fascinated by the new GPT-4 Vision API introduced on OpenAI DevDay, so I decided to build a UX Audit tool with this API. It's pretty simple to use - just go to https://flawless.is and enter your homepage or landing page URL. I'm using the urlbox API to get a screenshot of your page, then I utilize GPT-4V to analyze the screenshot, find potential usability and conversion issues, suggest fixes, and highlight the relevant areas in the screenshot (although the position is sometimes inaccurate). Last week, I launched it on Hacker News…

In plain words

Flawless.is is a UX audit tool that analyzes landing pages for usability and conversion issues. Users enter a website URL, and the tool captures a screenshot, then uses GPT-4 Vision to identify problems, suggest fixes, and highlight affected areas on the page. It's designed for website owners and marketers who want to improve their landing page performance through AI-powered analysis.

written from the facts on this page · September 2026

From the sources

In the maker’s words, at launch

Last week, I got seriously fascinated by the new GPT-4 Vision API introduced on OpenAI DevDay, so I decided to build a UX Audit tool with this API. It's pretty simple to use - just go to https://flawless.is and enter your homepage or landing page URL. I'm using the urlbox API to get a screenshot of your page, then I utilize GPT-4V to analyze the screenshot, find potential usability and conversion issues, suggest fixes, and highlight the relevant areas in the screenshot (although the position is sometimes inaccurate). Last week, I launched it on Hacker News (https://news.ycombinator.com/item?id=38207892), but I wasn't ready for the 20,000 visitors that came next... Unfortunately, GPT-4V has a rate limit of 100 events daily, so almost no one could use the service - EPIC FAIL. To manage demand, I now priced the service at $1.99 (still less than a cup of coffee), which should keep the demand at bay, and also cover the costs of GPT-4V, the screenshot API, and hosting. As a proof of concept, there are some demo audits on the homepage you can click and check out. Please let me know your thoughts and suggestions on how to improve it!

Does the same job

all alternatives →
  • Free AI SEO AuditorMay 2026 · freeaiseoaudit.com · ▲166

    Audit your site for the AI search era. 100% Open Source

  • Pixplain by Merlin AI2023 · ▲209

    Convert screenshots into insights by one-click GPT-4 vision

  • Landing Page RoastJun 2026 · shuffle.dev · ▲22

    Get actionable feedback, design critiques & conversion ideas

  • BrutalRoastJun 2026 · brutalroast.io · ▲4

    The landing page audit ChatGPT can't run

  • GEO AuditMay 2026 · docket.io · ▲9

    See how ChatGPT, Perplexity & Gemini actually read your site

  • SEO Automation HubJul 2026 · seoautohub.com · ▲5

    Turn SEO analysis into work you actually ship

More ai this month

the category →
  • I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.

    AI · 17d ago · simedw.com

  • Astute585

    Automate your B2B brand going viral, with new media creators

    AI · 18d ago · company-app.joinastute.com

  • Grok Bot547

    AI teammates that you can give real work to

    AI · 25d ago · x.ai

  • Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…

    AI · 27d ago · cactuscompute.com

  • Turn website visitors into qualified pipeline

    AI · 19d ago · clarasdr.ai

  • Kane CLI446

    Natural language browser & mobile app tests from terminal

    AI · 24d ago · testmuai.com

Launched alongside, November 2023

the whole month →
  • Flowla1,120

    Digital sales rooms that wow buyers

    Growth · 2023 · flowla.com

  • Discover & book top creators to promote your product

    Growth · 2023 · passionfroot.me

  • Re:catch939

    If Google Form & Calendly had a baby

    Growth · 2023 · recatch.cc

  • Pitch 2.0887

    Create, share and analyze presentations faster than ever

    Work · 2023 · pitch.com

  • CRM built for modern teams & creators powered by AI

    AI · 2023 · leaddelta.com

  • Make your website lightning fast

    Dev tools · 2023 · speedvitals.com