WriterAdvisor
How it works
The multi-AI analysis pipeline, step by step
What does this vertical analyze?
WriterAdvisor directs the pipeline to content writing: three AIs draft the text in parallel with different focuses (literary structure, depth and data, humanization), the synthesis combines the best of each one, and the final verdict scores humanization, structure and quality to decide whether the content is ready to publish.
The 5-step pipeline
3 AI analysts in parallel
Claude acts as a sharp critic, Gemini as a data-and-evidence analyst, and Groq/OpenAI as a contrarian skeptic. All three analyze the topic independently and simultaneously, without influencing each other.
Analysis merge
A fourth AI synthesizes the three analyses, identifying consensus points, real contradictions and zones of uncertainty. The output is a structured synthesis with a direct executive answer.
Internal critique
Another model attacks the synthesis looking for fallacies, unsupported claims, hidden biases and unanswered critical questions. The goal is to find weak points before the market does.
Refined synthesis
The original synthesis is rewritten incorporating the critique: weak claims are removed, surviving ones are reinforced, and a concrete action plan is produced.
Final verdict
An AI acts as expert judge and delivers the final structured verdict in JSON: decision, confidence, recommendation and vertical-specific data (margins, scores, yield…).