Use CSFloat's reference
reference.predicted_price adjusts the base skin for its float and, where present, attached charm value.
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Hypothetical sticker-removal intelligence
Find the value hiding under the stickers.
StickerSignal watches stickered CSFloat listings, values the underlying skin with CSFloat's own reference model, and ranks the theoretical upside if stickers ever become removable.
✓ No visitor API key✓ Every rarity included
SECOND WAY TO SEARCHAlready know which skin you want?Find it with one or as many as five specific applied stickers.→01 Configure the model
PRICE TAGS / QUICK GUIDEHow much of the listing price is the clean skin?
These compare the whole stickered listing with CSFloat's clean-skin reference before sticker value. They describe exposure, not whether a craft is objectively good or bad.
Under clean
At least 5% below the clean reference. The lowest base-price exposure.
Near clean
From 5% below to 10% above clean. Most of the price is covered by the skin.
Over clean
More than 10% and up to 50% above clean. More value depends on the craft.
High premium
More than 50% above clean. Much more of the purchase depends on sticker premium.
CONFIDENCE / QUICK GUIDEHow dependable are the pricing inputs?
Confidence measures reference quality—not the likelihood of sticker removal, whether the listing is a good purchase, or whether the modeled profit will happen.
High confidence
Fresh clean reference, at least 100 observations, and no warnings such as missing sticker prices, thin sticker data, or scraping.
Medium confidence
A usable clean reference with at least 20 observations and no more than one reliability warning.
Low confidence
Older or thinner references, multiple reliability warnings, missing sticker prices, or scraped stickers make the estimate less dependable.
02 Ranked opportunities
03 Transparent by design
A market hypothesis,
not a magic number.
Every result exposes its inputs. You can see what CSFloat thinks the clean skin is worth, what each sticker contributes, which fees were assumed, and when the listing was last checked.
Price every sticker
Current sticker.reference.price values are adjusted for scraping, realization, selling fees, and one removal tool per sticker.
A transparent 24-hour window
The scanner timestamps every observation. Re-observed IDs update in place; rows expire after 24 hours. This avoids visitor API calls, but it cannot guarantee that a listing was not sold during that window.
No visitor credentials
Searches read the shared database. No API key field exists, and no advertising or analytics script can inspect one.
04 Why this exists
A joke hypothesis, treated seriously
Five reds became
a knife. So—what if?
In October 2025, Valve unexpectedly let five Covert items trade up to a knife or gloves. StickerSignal started from the same kind of once-unthinkable question: what if Valve sold a tool that returned applied stickers to your inventory?
Read the official trade-up notes ↗Applied stickers are a one-way sink
Recovery would change supply, old crafts, and collector expectations across a large economy. Valve has announced no paid applied-sticker removal tool.
Valve already built a reversible display
A Sticker Slab can hold an unapplied sticker, attach it as a charm, and later return it. Some players read this as Valve's alternative to applied-sticker recovery. That is community interpretation—not proof.
Official Sticker Slab announcement ↗The option itself could be repriced
Listings could react within hours. A buyer might not need to remove anything: the market could price in the new option first. ROI here models one possible repricing path, not an executable or guaranteed arbitrage.
More markets, with permission
If the experiment earns real usage, additional marketplace APIs can be integrated where access, licensing, and reliable price fields make that possible.
05 / FEEDBACK & DEVELOPMENT
Make StickerSignal
better.
Found a bad assumption, stale listing, pricing edge case, or confusing part of the site? Your feedback can make the model and the public tool more useful.
PROJECT CONTACTUseful feedback Help development
Questions, ideas, or want to contribute?
stickersignal.contact@gmail.com↗Include the listing link, a screenshot, and the filters or assumptions you used when possible.
Development help, model research, authorized market-data access, design feedback, and partnerships are welcome.
Keep credentials private. Never email API keys, passwords, Steam trade links, recovery codes, or account credentials.
Sticker removal does not currently exist. Results are hypothetical estimates—not guaranteed prices, purchase advice, or an endorsement by CSFloat or Valve. Rare patterns and illiquid references can be mispriced.
This site is an entertainment and research experiment, not financial advice. Do not buy skins as investments based on these numbers. Fees, liquidity, timing, unusual patterns, and future game changes can make the estimate wrong, and virtual-item prices can fall sharply.