No manual uploads
An isolated Chromium session refreshes the public Counter-Strike market and captures the rendered item cards automatically.
Autonomous public-market vision / CS2
Turn the live market
screen into structured data.
A headless browser captures the public Counter-Strike market automatically. Computer vision reads visible item names, listed quantities, and lowest prices into one authenticated feed.
See permanent accessMARKET STRUCTURE × LIQUIDITY READS × PREMIUM ITEM FEED × NO SUBSCRIPTION CLOCK × MARKET STRUCTURE × LIQUIDITY READS × PREMIUM ITEM FEED × NO SUBSCRIPTION CLOCK ×
The pipeline
Automatic capture, visual extraction, guarded delivery.
Market Vision opens the public CS2 market without a Steam login, captures the rendered cards, and converts five visible listings into structured records. It reports what the public screen displays; it does not track personal inventory, trade items, predict prices, or control an account.
Pixels into fields
OpenCV enlarges and binarizes fixed card regions before PyTesseract reads the item name, quantity, and displayed lowest price.
Data for your decisions
Subscribers receive a clean public-listing feed for their own research. The service does not access inventories or execute purchases, trades, or sales.
A real request
The whole interface is one endpoint.
REQUEST / PREMIUM MARKET FEEDHTTPS · JSON
curl -X GET "$CS2_API_BASE_URL/api/v1/premium-market-feed" \ -H "X-API-KEY: $CS2_API_KEY" \ -H "Accept: application/json"
Authentication is header-based. Keep keys server-side; do not expose them in browser code or public repositories.
Reference notes
Small surface. Clear contract.
MethodGET
Path/api/v1/premium-market-feed
AuthenticationX-API-KEY: issued key value
Formatapplication/json
{
"status": "ok",
"data_mode": "steam_public_market",
"as_of": "2026-08-12T14:05:00Z",
"count": 1,
"items": [{
"name": "AK-47 | Redline (Field-Tested)",
"quantity": 146,
"lowest_price": 54.83,
"currency": "USD",
"observed_at": "2026-08-12T14:05:00Z"
}]
}ILLUSTRATIVE RESPONSE FORMAT — the live endpoint returns the current OCR observations available to the worker. Public-page changes, network failures, regional formatting, and OCR errors can delay or omit cards.
One tier. No maze.
Buy the feed.
Keep the access.
For high-stakes traders and small teams who want a durable public-market data input for identifying opportunities and making their own buy-or-sell decisions.
CS2 Market Vision / permanent
$250
ONE-TIME · ALL-INCLUSIVE- Premium public-listing feed
- One activated API key
- Endpoint documentation
- No recurring subscription charge
- Activation instructions after payment
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From payment to request
Three deliberate steps.
01
Complete checkout
Use the secure checkout above. The tier is a one-time payment, with no renewal sequence to monitor.
02
Receive activation details
After Stripe confirms payment, instructions are sent to the checkout email. Reply from that address to receive an API key added to the authorized-key list.
03
Call the feed
Keep the issued credential server-side, add it to the X-API-KEY request header, and connect the feed to your research workflow.
Boundaries worth stating
Useful data still has limits.
Visible public cards only
The worker reads five cards rendered on the public Counter-Strike market search page; it is not a complete catalog dump. Steam redesigns, regional formatting, consent screens, or bot protection can require recalibration.
OCR is fallible
OCR-derived material can contain transcription errors, missed characters, and interpretation limits. Treat it as a research input, validate important decisions, and never rely on any single data point alone.
Not a pricing guarantee
Market conditions move. Feed records are observed snapshots, may change without notice, and are not investment, trading, or financial advice.
Independent and login-free
The service does not log in, bypass CAPTCHAs, access private data, buy items, trade inventory, or control Steam accounts. It is not affiliated with, endorsed by, or sponsored by Valve Corporation, Steam, or Counter-Strike.