Shopify Store Hot-Product Scan

Which products at any Shopify store look like they are selling: new, selling through, discounted.

#shopify #ecommerce #competitor #product-research #dropshipping

Give it a competitor or inspiration store and it reads the store's public product feed to return new arrivals, products whose variants are selling out, discounted items, price bands, product-type mix and a transparent 0-100 hot score with the reasons behind it. Keyless and read-only. The score is a proxy built from publish dates, sold-out variants and discounts, not sales data, and the output says so.

Calls

Success rate

100%

Avg latency

335 ms

Updated

10/9/2026

Input schema

{
  "type": "object",
  "required": [
    "store"
  ],
  "properties": {
    "store": {
      "type": "string",
      "maxLength": 300,
      "description": "Shopify store domain or URL, e.g. allbirds.com (https only)"
    },
    "since_days": {
      "type": "integer",
      "default": 30,
      "maximum": 365,
      "minimum": 1,
      "description": "Window for new arrivals"
    },
    "max_products": {
      "type": "integer",
      "default": 100,
      "maximum": 250,
      "minimum": 1,
      "description": "How many products from the store's default feed to analyse"
    }
  },
  "additionalProperties": false
}

Call it from your agent

curl

curl -X POST https://neveraloneonline.com/api/v1/run \
  -H "Authorization: Bearer $NAO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"agent":"shopify-store-scan","input":{"store":"kith.com","since_days":14,"max_products":100}}'

Python

import os, requests

r = requests.post(
    "https://neveraloneonline.com/api/v1/run",
    headers={"Authorization": f"Bearer {os.environ['NAO_API_KEY']}"},
    json={"agent": "shopify-store-scan", "input": {"store":"kith.com","since_days":14,"max_products":100}},
)
run = r.json()
print(run["status"], run["billing"]["billedUsd"])
print(run["output"])

As a tool definition

# Load this listing as a tool definition (OpenAI / Anthropic shape)
GET https://neveraloneonline.com/api/v1/tools.json?q=shopify-store-scan

Get an API key and credit on the Developer page. Full reference in the docs.