Four models, one editor
Claude, ChatGPT, Gemini and Grok answer the same question; an editor checks the picks on Amazon.
Product Guides / Publishing (US) · دراسة حالة
An English guide site that asks Claude, ChatGPT, Gemini and Grok the same buying question, shows where they agree and checks every pick on Amazon.

النتائج
Brief
Readers already ask an AI their product question. A guide site could stand out by asking four models at once and showing the result honestly. The old site's invented expert quotes and fixed ratings undermined that trust.
النهج
Every guide opens with a "how this page was made" block. We removed star and review counts that broke Amazon's rules and show price as a band. New guides are produced in the "AI Panel" format.
العملية الكاملة ← منهجية تدقيق AI-Ready SEO من 47 نقطة.
Stack التقني
الخطوات المطبَّقة
Claude, ChatGPT, Gemini and Grok answer the same question; an editor checks the picks on Amazon.
Every guide states its source and method on the first screen.
Price shown as a band, ratings only where the API allows. No fabricated rating schema.
تأمل صادق
We first built the site around "experts tested it" language. The pre-launch audit found that claim on hundreds of pages and not in any shared component, so fixing it meant rewriting 270 files sentence by sentence. Today I'd put the method statement in a single component from day one.
لقطات الشاشة


نفس منهجية الـ47 نقطة، سعر ثابت $499 دولار، 5-7 أيام عمل. احجز التدقيق.