🤖 Smart Sourcing Agent: Your AI Procurement Officer

Automated B2B Sourcing, Supplier Verification & Risk Auditing

Stop scraping. Start sourcing.

The Smart Sourcing Agent is not just a data collector; it is an autonomous AI Procurement Officer. It orchestrates a global search across Alibaba, DHgate, Made-in-China, and IndiaMART, audits suppliers for risk, and delivers a vetted, purchase-ready shortlist.

Designed for serious FBA sellers, TikTok Shop creators, drop-shippers, enterprise procurement teams, interior designers (FF&E), and anyone else who needs verifiable trust signals, not just raw links.

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TL;DR

This is an autonomous B2B procurement engine that replaces manual supplier vetting with an agentic AI workflow. It orchestrates parallel, asynchronous searches across Alibaba, DHgate, Made-in-China, and IndiaMART to deliver actionable intelligence.

Core Capabilities

• Semantic Intent Resolution: Uses Gemini 3.0 to translate vague inputs (text, video, images) into precise industrial search queries (e.g., "Yoga Mat" $\rightarrow$ "TPE, SGS Certified").
• Forensic Audit Layer: An LLM evaluates raw data for risk, cross-referencing pricing and tenure to generate a Confidence Score (1-10), filtering out low-quality "Gold" suppliers.
• Deep Verification: Bypasses WAFs to perform "Deep Visits," verifying exact MOQs and pricing on target pages.
• Value: Automates the role of a junior sourcing officer. For ~$3.00–$5.00 per run, it outputs a normalized, ranked JSON dossier of top suppliers.

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⚡ The "Purchase-Ready" Promise

Most tools dump a spreadsheet of 1,000 links and wish you luck. We deliver a decision.

Feature	Standard Scraper	Smart Sourcing Agent
Output	Raw HTML / JSON	Vetted Shortlist & Risk Audit
Logic	Keyword Matching	Semantic Intent Matching
Verification	None	Deep Page Forensics & Spec Check
Scope	Single Platform	4 Major B2B Markets Parallelized
Result	Data Overload	Procurement Intelligence

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🚀 Enterprise-Grade Capabilities

1. 🔍 Global Market Orchestration

We don't rely on a single source. The agent spins up parallel workers to simultaneously negotiate the catalogs of the world's largest B2B repositories:

• Alibaba (China/Global)
• DHgate (Small Batch/Wholesale)
• Made-in-China (Industrial/Factory)
• IndiaMART (Textiles/Pharmaceuticals/Industrial)

2. 🧠 Gemini 3.0 "Forensic" Audit

Powered by Google's Gemini 3.0, the agent acts as a forensic auditor. It analyzes product descriptions, supplier tenure, transaction history, and specification sheets to calculate a Confidence Score (1-10).

• Detects: Price anomalies (Too good to be true?), mismatched specs, and unverified "Gold" suppliers.
• Delivers: A "Primary Recommendation" that has passed a multi-step sanity check.

3. 🎥 Multi-Modal Sourcing (Video & Image)

Don't have the technical jargon?

• Video-to-RFQ: Upload a TikTok or YouTube product demo. The AI watches the video, identifies the mechanism/materials, and searches for the manufacturer.
• Image Forensics: Upload a competitor's product image. The AI reverse-engineers the ODM/OEM source.

4. 🛡️ The "Gold Match" Verification

The agent performs a "Deep Visit" on the top candidates. It navigates to the actual product page (bypassing anti-bot measures), reads the full technical specifications, and verifies they match your targetMoq and maxPrice constraints 100%.

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🧠 How It Works

1. Intent Extraction: You provide a vague request ("High-end yoga mats") or media. The AI expands this into technical sourcing terms ("TPE, Non-slip, Laser engraved, SGS certified").

2. Global Sweep: We execute a 4-platform parallel search, retrieving raw candidates in seconds.

3. Financial & Spec Normalization: Currency is converted to USD. Titles are rewritten from "spam-ese" (e.g., "HOT 2025 FAST SHIP") to professional ERP-ready names.

4. AI Audit & Ranking: The Ranker evaluates suppliers based on trust signals, not just price.

5. Final Report: You receive a detailed dossier on the top 10 survivors.

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💰 Pricing

[!IMPORTANT] 🎉 LAUNCH PROMOTION: 50% OFF FOR FIRST 2 WEEKS!

We're celebrating our launch with half-price sourcing reports. This promotion ends February 2nd, 2026.

Orchestrator Pricing

Phase	Cost	Value Delivered
Base Orchestration	$1.50	Strategic intent planning & semantic reasoning
Cross-Market Normalization	$1.00	Data cleaning & standardizing 4 disparate sources
AI Risk Audit	$0.50	The "Sanity Check" that prevents bad buys
Visual Intelligence	$1.00 - $1.50	Optional: Advanced Image/Video processing

Pass-Through Data Costs

We pass through the raw data acquisition costs at near-cost:

• Search Pages: $0.004 per page (1 search page per keyword, per platform)
• Image Scraping: $0.002 per image (1 image per product)

🏷️ Estimated Total Cost Per Run

Input Type	Estimated Cost
Text Query	~$3.00 - $3.50
Image/Video Search	~$4.00 - $5.00

ROI Calculation: A procurement manager costs ~$50/hour. This agent performs 4 hours of research and vetting in 60 seconds for $4.

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📦 Output: The Procurement Dossier

The output is structured for immediate import into your ERP or decision matrix.

The Executive Summary (REPORT_SUMMARY)

{
  "_type": "REPORT_SUMMARY",
  "ranking_summary": "Analyzed 98 suppliers. Identified 'dhearbuds' as the lowest-risk partner for Smart Rings due to 5ATM certification verification and 3-year verified status.",
  "primary_recommendation": {
    "isValid": true,
    "productName": "R99 Smart Health Ring (5ATM Waterproof)",
    "descriptionSummary": "Clinical-grade health monitoring ring. Confirmed sensors: Heart Rate (HR), Blood Oxygen (SpO2).",
    "risk_analysis": "Low Risk. Supplier has 'Buyer Protection' and consistent transaction volume.",
    "supplier": {
      "name": "dhearbuds",
      "tier": "Verified Manufacturer",
      "years_active": 4
    }
  },
  "market_coverage": { 
    "alibaba": 48, 
    "dhgate": 9, 
    "madeInChina": 30, 
    "indiamart": 11 
  }
}

The Vetted Shortlist (Ranked Products)

{
  "rank": 1,
  "unified_id": "DH_1071740422",
  "title": "CR-5 Health Tracker Ring",
  "price_usd": 24.42,
  "moq": 1,
  "seller_trust_score": 9.5,
  "ranking_reason": "Highest confidence score (7/10). Price ($24.42) aligns with verified manufacturing costs.",
  "audit": {
    "flags": ["Low sales volume (New Listing)"],
    "verification_needs": ["Request chipset datasheet", "Confirm IP68 warranty coverage"],
    "ai_verdict": "Technically compliant match. Recommend sample order."
  }
}

Secondary Dataset: all-products

Contains all raw products (~100-300) from sub-actors before AI ranking — useful for custom filtering or bulk analysis.

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🔎 Enterprise Use Cases

• Supply Chain Resilience: Instantly find backup factories in Vietnam or India (via IndiaMART) when Chinese supply chains are disrupted.
• Private Label (PL) Development: Identify the actual OEM manufacturers behind popular Amazon products using Image Search.
• RFQ Automation: Generate a pre-vetted list of 10 suppliers to send Request for Quotations (RFQs) to immediately.
• Margin Analysis: Real-time visibility into the wholesale floor price of any commodity.

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🔧 Configuration

Input	Description
mode	Select TEXT, IMAGE, or VIDEO
searchQuery	The product you need (e.g., "300GSM Cotton Towels")
targetMoq	Your minimum order quantity. We filter out retail noise.
maxPrice	Your target landed cost (USD)
geminiApiKey	Optional. Bring your own key for custom quotas.