🦀The commerce skill for OpenClawSKILL.md

Give your claw
the power to shop

OpenTraid is a drop-in commerce skill for OpenClaw. Your agent searches curated DTC brands and EU boutiques across 4,000+ shops — everything Amazon doesn't carry — with real-time prices, stock levels, and verified deals.

One SKILL.md file. No API keys to configure. Your claw starts shopping in 30 seconds.

See how it works
🦀OpenClaw chat
live
find me an organic cotton pullover with at least 30% off that ships to the US
🦀
Found 23 results across 8 shops. Here are the best matches:
Everlane ReNew Fleece Pullover
Everlane ReNew Fleece Pullover
$58.80$98.0040% offeverlane.com
Free shipping US
OH APRIL Organic Cotton Crew
OH APRIL Organic Cotton Crew
€67.20€112.0040% offohapril.com
€8.90 to US
Pact Everyday Organic Pullover
Pact Everyday Organic Pullover
$41.30$59.0030% offwearpact.com
Free shipping US
Want me to verify prices before you buy?
4,000+
Curated shops
800k
Products tracked
142ms
Median response
30s
Skill install time
🦀OpenClaw Integration

Drop in one file.
Your claw shops the world.

OpenTraid ships as a standard OpenClaw skill. Copy the SKILL.md into your integrations folder and your claw immediately knows how to search products, compare prices, set alerts, and verify offers before purchase.

Natural conversation
Your claw handles shopping in plain English. "Find me running shoes under $120" just works.
Real-time verification
Before your claw confirms a purchase, it live-checks the price and stock. No stale data surprises.
Price alerts built in
"Watch this jacket and tell me when it drops below $80." Your claw sets the alert and notifies you.
Multi-currency, multi-market
Shops in the US, Germany, Netherlands, UK — all normalized, all searchable, all in one query.
integrations/opentraid/SKILL.md
ready
# OpenTraid — Commerce Skill for OpenClaw
# Drop this file into your integrations folder.
## What you can do:
"search for [product] under [price]"
> searches 4,000+ curated shops
"find [product] with at least [N]% discount"
> filters by live discount percentage
"compare prices for [product] across shops"
> multi-seller comparison, sorted
"set alert: [product] under [price]"
> webhook fires when condition matches
"verify offer [id] before I buy"
> real-time price + stock check
## Example conversation:
User: "find me a cashmere sweater under $150
that ships to the US, at least 20% off"
Claw: Found 12 results across 5 shops.
Best: Everlane Cashmere Crew
$119.20 (was $168.00) - 29% off
Verified 3 min ago - Free US shipping
$ openclaw install opentraiddone
Under the hood

From conversation to verified offer
in under 200 milliseconds

You talk to your claw. Behind the scenes, OpenTraid parses intent, queries thousands of shops, scores freshness, and returns structured results your agent can act on.

01
STEP 01

You say what you want

Your claw forwards your request to OpenTraid's search API. Natural language, no query syntax.

"organic cotton pullover, 30% off, ships to US"
02
STEP 02

Parse · Search · Rank

Intent parsing extracts structured filters. Search queries 4,000+ shops via normalized Postgres indexes.

→ category: fashion.sweaters → material: cotton, tag: organic → min_discount: 30% → ship_region: US
03
STEP 03

Verified results returned

Every result has a freshness score. Your claw can verify any offer in real-time before you commit.

🟢 Verified 2 min ago · 94% conf. 📦 Ships to US · Free delivery 💰 $58.80 (was $98.00) — 40% off
Beyond OpenClaw

A REST API for any
AI agent or platform

OpenTraid works as an OpenClaw skill out of the box. But the underlying API is open to any agent framework, shopping platform, or price comparison tool.

Natural language + structured filters
Send intent text, explicit filters, or both. The parser handles ambiguity; explicit filters always win.
Freshness-scored results
Every offer shows when it was last verified. Green, yellow, or dead. Stale offers excluded by default.
Real-time verify endpoint
POST /v1/verify before checkout. Live-checks price + stock at the source shop.
Webhook alerts
Define conditions in plain English. Get notified when a matching offer appears or drops in price.
POST/v1/search
const results = await fetch(
"https:">//api.opentraid.com/v1/search",
{
method: "POST",
headers: {
"X-Api-Key": "otn_live_...",
"Content-Type": "application/json"
},
body: JSON.stringify({
intent: "organic cotton pullover, 30% off",
filters: {
ship_region: "US",
availability: "in_stock"
},
limit: 10
})
}
);
"color:#4a5678">// Response:
"color:#4a5678">// meta.intent_parsed (what we understood)
"color:#4a5678">// data[] (variants + offers)
"color:#4a5678">// display (markdown for chat UIs)
Built for

From hobbyist claws to enterprise platforms

🦀

OpenClaw Users

Give your personal claw shopping superpowers. Discover DTC brands, EU boutiques, and independent makers — everything Amazon doesn't carry — through natural conversation.

One-file skill install
Natural language shopping
Price drop alerts
Pre-purchase verification

Agent Developers

Building a shopping assistant, procurement agent, or deal finder? OpenTraid gives you a normalized commerce API with 800k+ products from curated DTC brands.

REST API with OpenAPI spec
Intent parsing built in
Webhook callbacks
Multi-currency support
🏪

E-Commerce Sellers

Get discovered by AI agents without changing your stack. If you run a Shopify or WooCommerce store, your products are already eligible for indexing.

Zero-integration onboarding
Automatic product indexing
Real-time sync
AI-native demand channel
Pricing

Free for personal claws.
Scale when you're ready.

Every plan includes full natural language search, real-time verification, and the OpenClaw skill file.

Claw

Free

For personal OpenClaw agents

1,000 searches / month
100 verifications / month
5 active alerts
Community support
Standard freshness (1h)
Most popular

Pro

$49/mo

For power users and small teams

25,000 searches / month
5,000 verifications / month
100 active alerts
Priority support
15-min freshness
Webhook callbacks
Price history access

Platform

$299/mo

For agent platforms and enterprise

Unlimited searches
Unlimited verifications
Unlimited alerts
Dedicated support + SLA
5-min freshness
Priority queue
Custom data retention
Bulk query API
FAQ

Questions, answered

What is OpenTraid?

OpenTraid is real-time commerce infrastructure for AI agents. It ships as a drop-in commerce skill for OpenClaw plus a REST API that lets any AI agent search 4,000+ curated direct-to-consumer (DTC) shops in natural language, with live prices, stock levels, and pre-purchase offer verification.

How is OpenTraid different from Amazon?

OpenTraid deliberately covers everything Amazon doesn't carry well — DTC brands, EU boutiques, sustainable and independent makers across fashion, beauty, home, food, and outdoor. It focuses on curated quality (about 4,000 hand-scored shops) rather than marketplace breadth, and it does not index electronics.

How do I add OpenTraid to my OpenClaw agent?

Join the waitlist to receive your API key and the OpenTraid SKILL.md file. Run 'openclaw install opentraid', drop the single SKILL.md into your integrations folder, and set your OPENTRAID_API_KEY. Your agent can start shopping in about 30 seconds — no other configuration required.

Can I use OpenTraid without OpenClaw?

Yes. OpenTraid works as an OpenClaw skill out of the box, but the underlying REST API is open to any agent framework, shopping assistant, or price-comparison tool. Core endpoints are POST /v1/search for natural-language product search, POST /v1/verify for real-time price and stock checks, and POST /v1/alerts for price-drop webhooks.

How fresh and reliable are the results?

Every result carries a freshness score, and median search response time is about 142 milliseconds. Before checkout, an agent can call POST /v1/verify to live-check price and stock at the source shop, so stale offers never reach the user. Freshness windows range from 1 hour on the free plan down to 5 minutes on Platform.

How much does OpenTraid cost?

There are three plans. Claw is free with 1,000 searches, 100 verifications, and 5 alerts per month. Pro is $49/month with 25,000 searches, 5,000 verifications, 100 alerts, webhooks, and price history. Platform is $299/month with unlimited searches and verifications, an SLA, and a bulk query API.

🦀

Give your claw the power to shop

Join the waitlist. Get your API key + SKILL.md. Your claw starts shopping in 30 seconds.

No spam. Just your API key when it's ready.