General AI Assistant

FixRoast vs ChatGPT

ChatGPT gives generic advice based on what you describe. FixRoast sees your actual page, measures real data, and delivers specific fixes.

FixRoast

Recommended

FixRoast is purpose-built for landing page optimization. It captures your actual page, runs real Google PageSpeed tests, and uses a fine-tuned AI model (not ChatGPT) to analyze design, copy, UX, Core Web Vitals, AEO & GEO — delivering specific, data-backed fixes.

ChatGPT

ChatGPT is a general-purpose AI assistant. When asked about landing pages, it provides generic optimization advice based on best practices — without seeing your actual page or measuring any real data.

Feature-by-Feature Comparison

Feature

FixRoast

ChatGPT

Note

Sees your actual page

FixRoast captures and analyzes your real page; ChatGPT relies on your description

Real PageSpeed data

Every recommendation backed by actual Core Web Vitals metrics

Fine-tuned for landing pages

Purpose-built model vs general-purpose AI

Specific code fixes

Ready-to-implement HTML, CSS, JS fixes for your specific page

Copy rewriting for your page

Rewrites YOUR headlines and CTAs, not generic examples

AEO & GEO scoring

Measures AI search visibility with specific schema fixes

Core Web Vitals measurement

Real performance data, not theoretical advice

Competitor analysis

Visual side-by-side with real data for both pages

General knowledge breadth

ChatGPT covers any topic; FixRoast is specialized

Conversational follow-ups

ChatGPT allows iterative conversation

Consistent, structured output

Same comprehensive framework every time vs variable ChatGPT responses

No prompt engineering required

Just enter a URL — no need to craft the perfect prompt

Sees your actual page: FixRoast captures and analyzes your real page; ChatGPT relies on your description

Real PageSpeed data: Every recommendation backed by actual Core Web Vitals metrics

Fine-tuned for landing pages: Purpose-built model vs general-purpose AI

Specific code fixes: Ready-to-implement HTML, CSS, JS fixes for your specific page

Copy rewriting for your page: Rewrites YOUR headlines and CTAs, not generic examples

AEO & GEO scoring: Measures AI search visibility with specific schema fixes

Core Web Vitals measurement: Real performance data, not theoretical advice

Competitor analysis: Visual side-by-side with real data for both pages

General knowledge breadth: ChatGPT covers any topic; FixRoast is specialized

Conversational follow-ups: ChatGPT allows iterative conversation

Consistent, structured output: Same comprehensive framework every time vs variable ChatGPT responses

No prompt engineering required: Just enter a URL — no need to craft the perfect prompt

Pricing Comparison

FixRoast

Free tier available, paid from $12/month

ChatGPT

Free tier, Plus from $20/month

The Verdict

ChatGPT gives generic landing page advice that sounds smart but isn't backed by real data about YOUR page. It can't see your design, measure your page speed, or know your actual Core Web Vitals. FixRoast captures your real page, runs real PageSpeed tests, and uses a fine-tuned model to deliver specific, actionable fixes. It's the difference between a textbook and a doctor who actually examines you.