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/Index/Backwell Tech/Causal fuel-retail pricing dataset: per station × per product-line
BT

Causal fuel-retail pricing dataset: per station × per product-line

BACKWELL TECHManage supplier listing

Causal fuel-retail pricing dataset: per station × per product-line (8 lines) daily optimal-price recommendations with the full causal factor graph behind each decision — competitor station prices and a Granger-causality classification of each rival as price leader / follower / neutral, market landscape and demand forecasts, internal conditions, and scenario-simulation outputs. The byproduct asset is a labelled set of price-change experiments and their measured demand/margin responses at 1-3 cent granularity

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Backwell Tech/Causal fuel-retail pricing dataset: per station × per product-line
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Coverage

Universe, instruments and categories.

Industry
Oil & Gas Refining and MarketingApplication Software
Instruments
equitiescommodities
Categories
AlternativePriceSentimentSupply Chain
Regions
USEuropeOther
Sample tickers
BPSHELENR.DEMPCPSXCASY
Dataset card
Type
not stated
Format
Tabular per-station per-product daily price/demand series plus structured causal-explanation records (factor, effect size, interaction direction, conditional dependence) — delivered on-premise inside the retailer's own infrastructure rather than as a hosted feed
Volume
Modest but dense: order 10^4-10^6 rows (est.: tens of stations up to a few hundred per network × 8 product lines × daily recommendation/outcome records over the operating period, each row carrying a multi-factor causal explanation far richer per record than a price scrape)
Users
Very small: order 5-25 enterprise fuel-network accounts (inferred from a 20-person Berlin company, an on-premise deployment model, and a cited pilot at a single 4-station Italian retailer — early commercial rollout rather than a mass install base)
History
3 years
Update frequency
not stated
Growth
Active / early-stage (a 2025-period implementation study is published as the flagship proof point, the product page and named algorithm suite are current, and the company is recruiting customers via demo requests — a pilot-to-first-production rollout posture at ~20 headcount, not a mature or declining base)
Launched
~2023-2025 (est. — the pricing product cites an implementation study run during the 2025 period at an Italian fuel retailer, and the site assets/algorithm branding indicate a recent commercial launch rather than an established product)
Delivery
not stated
Entity mapping
not stated
Sample
not stated
Point-in-time
not stated
Licence
not stated

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Backwell Tech has not added their own details yet. Not yet on file:

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