SellAdvisor

How it works

The multi-AI analysis pipeline, step by step

What does this vertical analyze?

SellAdvisor directs the pipeline to find online selling opportunities: analyzes real margins, suppliers by country and reliability, platform competition and demand trends. The output is a concrete list of products per store.

The 5-step pipeline

①

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.

②

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.

③

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.

④

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.

⑤

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…).