Instant CRO Audit & 'Roast' Agent by Muhammad UsmanInstant CRO Audit & 'Roast' Agent by Muhammad Usman

Instant CRO Audit & 'Roast' Agent

Muhammad Usman

Muhammad Usman

Instant CRO Audit & "Roast" Agent

Headline: One-Click Landing Page Conversion Analysis

Category: Marketing Tech / Lead Gen Platform: n8n

The Business Value (Sales Pitch):

"Most landing pages leak revenue because of unclear messaging or weak CTAs. Hiring a consultant to fix this takes weeks. This workflow performs an instant, AI-driven 'CRO Audit' by scraping the live site code. It delivers a brutally honest critique and a prioritized list of 10 fixes to boost conversion rates immediately."

Key Features & Capabilities:

Deep Source Analysis: Scrapes actual HTML source code, not just text, allowing the AI to analyze layout hierarchy and technical structure.
Instant Consultancy: Generates a professional "Roast" + "Fix List" in seconds, perfect for use as a Lead Magnet or Agency auditing tool.
Actionable Output: Provides specific 10-step optimization plans rather than vague advice.

Technical Highlights:

Stack: n8n, HTTP Request (Scraper), OpenAI (Vision/Analysis Agent).
Logic: HTML Parsing, Context Window Management, Structured Output Generation.
Like this project

Posted Apr 29, 2026

AI-driven tool for instant landing page conversion analysis and recommendations.