TrendPilot / Overview
● Checking AI runtime
TP
Commerce intelligence command center
Your business at a glance
Discover demand, compare supply, calculate margins and keep purchasing under your control.
Products researched ⌕
0
Tracked opportunities
High-potential leads ↗
0
Opportunity score 75+
Awaiting your decision ◷
0
No purchase without approval
AI agents ✳
6
Coordinated workflow

Product opportunity pipeline

ProductCategoryScoreEst. marginStatus

Agent activity

6 agents
Agent runs analyze evidence you provide or connect. No marketplace is scraped without an approved integration.

Human approval queue

Research sources

Connect integrations
Opportunity intelligence
Product discovery
Add candidate products and source evidence, then let the agents evaluate demand, competition and risk.
Product / evidenceCategoryRetailLanded costMarginScoreDecision
Wholesale intelligence
Supplier finder
Compare supplier quotes, shipping, MOQ, verification and estimated landed cost.
Supplier / marketplaceProductUnit costShippingMOQVerificationLink
Supplier prices are indicative until verified. Confirm samples, shipping, duties, product compliance, intellectual-property rights and payment protection before any purchase.
Multi-agent operations
AI agent command center
Six specialized agents work in sequence. The Commander consolidates results and routes purchase decisions to you.

Workflow execution

Ready
Select Run workflow to process your current product candidates.

Commander briefing

Latest run
No workflow run yet.
Human-in-the-loop controls
Approval center
Nothing can be purchased automatically. Review the product, supplier, total landed cost and risks before recording approval.

Pending decisions

0 pending
Approval in this MVP records your decision only. It does not place an order, charge a payment method, or contact a supplier. Purchase execution will require a separate authenticated integration and a second explicit confirmation.
Independent storefront
TrendPilot Market
A preview of your own branded storefront. Only products you mark as published appear here.
CURATED FINDS · SMARTER SHOPPING

Good finds. Better value.

Discover practical products selected through market research and careful supplier evaluation.
Your storefront is waiting for its first approved and published product.
System configuration
Settings & integrations
Connect data sources and Cloudflare services as you activate the live business.

AI runtime

Not verified

The six agent roles are implemented in the application. Live model inference requires a Cloudflare Workers AI binding named AI.

Model: @cf/meta/llama-3.2-1b-instruct · Cloudflare free allocation: 10,000 neurons/day.

Data storage

Browser-local MVP

Current product and approval records are saved in this browser. Configure Cloudflare D1 before using multiple devices or accounts.

Marketplace and trend sources

Integration setup required
TikTok, Instagram, Amazon and Shopify access depends on each platform's official API, developer approval and terms. Supplier marketplaces such as Alibaba and AliExpress require their own supported data access. Do not use account-password scraping or bypass platform controls.

Business rules

Minimum target gross margin: 35% · Minimum opportunity score: 70/100 · Restricted products: excluded · Human purchase approval: mandatory.