KadmilOS — AI Module
Not for sale yet — endpoint returns your own catalog averages, not external market trends. Live modules below.
Live
Queried per request, no cache
Your data
Not a cross-brand dataset
Any category
No fixed category list
01
GET /api/v1/market/intel with a required category string and an optional brand_segment filter. No fixed category enum — any string you use in your own DPP/carbon records works.
02
Response includes avg_co2_kg, avg_eco_score, and sample_size — a live query over your own DPP and carbon records only, not a cross-brand dataset.
03
Use the data to auto-set prices, trigger promotions, or flag underpriced items in your catalog.
04
Few or no matching records for a category returns null averages and a low sample_size — not a fabricated number.
curl -X GET "https://www.vinket.eu/api/v1/market/intel?category=tops" \
-H "X-KOS-Key: your_trial_key"
# Response:
# {
# "ok": true,
# "data": {
# "category": "tops",
# "brand_segment": null,
# "avg_co2_kg": 3.42,
# "avg_eco_score": 67.5,
# "carbon_sample_size": 41,
# "dpp_sample_size": 87,
# "sample_size": 128
# }
# }Intended ICP once sellable: banks, funds, and insurers doing sustainability due diligence, plus data-driven KadmilOS fashion suppliers — not VinKet marketplace wholesalers.
Benchmark your category CO₂ averages for CSRD/ESPR reports.
Know which categories are rising before you stock. Benchmark acquisition cost against market median.
Identify which categories need eco_score improvement.
Where does the data come from?
Your own DPP and carbon records on KadmilOS — filtered by category (and optional brand_segment), then averaged. Not VinKet marketplace transaction history and not a cross-brand dataset.
What categories are available?
Whatever category values you already use in your own DPP and carbon records — there is no fixed category list to query against. A category with no matching records returns null averages, not an error.
Is this real-time?
Yes — every call queries your current DPP and carbon records live. There is no daily batch or cache.