Sorftime Seller Agent — Free AI-Powered Amazon Product Research & Marketplace Intelligence

9 years of seller data · 40+ global marketplaces · 160+ data dimensions · Backed by Sorftime's AI data supply chain

AI-powered product research, competitor analysis, and keyword intelligence for Amazon, Walmart, TikTok Shop, Shopee, TEMU, and 1688 sellers.

Open source. Free trial. Works with any MCP-compatible AI agent — Claude Code, Codex, Cursor, OpenClaw, and more.

Stop clicking through dashboards. Just talk to your AI.

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🆕 What's New (August 4, 2026)

• 🔄 Closed-Loop Product Selection Workflow — The flagship end-to-end pipeline. Covers product discovery → supply chain → financial analysis → risk assessment → 7-member independent AI Seller Review Panel → Go/No-Go deliverable → post-launch monitoring. Dual-path (HPI Product-First + Market-First with auto-routing). 6 business models, 7 platform adapters. One command: /goal /sorftime-seller-agent Execute Closed-Loop Product Selection for yoga mats on Amazon US. Seller: beginner, $10000, private-label. Wiki · Case Study
• 🤖 7-Member Independent Seller Review Panel — GO/CAUTION/NO-GO verdicts are no longer algorithmic thresholds. 7 independent AI sub-agents, each role-playing a different seller perspective (Peer, Mentor, Conservative, Opportunity, Platform Specialist, Financial Auditor), vote on every product with weighted scoring. Platform Specialist and Financial Auditor hold veto power. Panel may override algorithm. Validated: 20 rounds, 82.7% avg adoption.
• 💾 Data Persistence — Every phase auto-saves to ${SORFTIME_OUTPUT_DIR}. 9 files per run: raw API data, P&L calculations, panel votes, self-contained Markdown deliverable, copy-paste-ready monitoring command. Cross-platform.
• 📊 product_traffic_terms field trap documented — The exposure_position field ("Organic"/"Ad"/"Ad,Organic") is the correct way to assess organic traffic. The non-existent organic_searched_percentage field returns false zeros. Now hard-coded into the skill's gotchas.
• Full changelog →

August 3, 2026 updates