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Home›Methodology
RESEARCH / METHODOLOGY

Methodology

LootGap separates factual item identity, provider observations, model assumptions and user decisions.

Last updated 30 August 2026
DOCUMENTSAbout LootGapContactPrivacy PolicyTerms of ServiceCookie & consent settingsAffiliate DisclosureMethodologyGiveaway Rules TemplateData-source documentation
01

Identity normalization

Every quote should attach to an exact market hash name plus relevant wear, StatTrak, Souvenir, pattern and float fields.

02

Freshness

Store the provider observation time. If data exceeds the tool's configured freshness window, mark it stale and stop presenting it as an opportunity.

03

Missing data

Use loading, Unavailable or a clearly labeled manual/reference value. Never fabricate a quote, tournament result, supporter or giveaway prize.

04

Models

Fee, probability and expected-value models disclose their inputs. Users can edit fees because marketplace rules change.

05

Corrections

Substantive factual corrections should update the page date and retain source references.

LootGap is an independent project and is not affiliated with or endorsed by Valve Corporation or Steam.
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