oilroute.app — AI Energy Supply Chain Intelligence

Data Sources & Methodology

Every figure on oilroute.app is traceable to a primary source. We aggregate from official agencies, news wires, financial market data providers and live AIS feeds. This page documents refresh cadence, model assumptions and the provenance chain for prices, vessel positions, geopolitical event tagging and AI-generated commentary.

Active sources

Perplexity Sonar Pro (AI Search)

Real-time web intelligence aggregation with citation tracking across thousands of news sources, market reports, and official publications

Refresh: Every 2 hours · Data types: news, market_data, geopolitical · Website

Anthropic Claude (AI Analysis)

Advanced language model powering our prediction engines, route analysis, and intelligence synthesis with state-of-the-art reasoning

Refresh: On-demand + daily · Data types: analysis, predictions, reports · Website

Reuters (News Wire)

Global news wire covering energy markets, geopolitics, and commodity trading

Refresh: Continuous · Data types: news · Website

Bloomberg (Financial Data)

Commodity pricing and energy market intelligence

Refresh: Continuous · Data types: prices, news · Website

S&P Global Platts (Market Data)

Energy benchmark pricing and market assessments

Refresh: Daily · Data types: prices, benchmarks · Website

EIA (Government)

U.S. Energy Information Administration official statistics and forecasts

Refresh: Weekly · Data types: statistics, inventory · Website

IEA (Government)

International Energy Agency monthly oil market reports and outlooks

Refresh: Monthly · Data types: reports, forecasts · Website

OPEC (Official)

OPEC Monthly Oil Market Report and production data

Refresh: Monthly · Data types: production, reports · Website

Lloyds List Intelligence (Maritime)

Vessel tracking, port data, and maritime logistics intelligence

Refresh: Daily · Data types: shipping, vessels · Website

Trading Economics (Market Data)

Real-time commodity prices and economic indicators

Refresh: Continuous · Data types: prices · Website

Methodology

Prices are sourced from S&P Global Platts, Bloomberg, Trading Economics and exchange feeds, refreshed continuously and stored in a unified time series. Vessel positions are ingested from AIS feeds and clustered by chokepoint zone. AI-generated commentary uses retrieval-augmented generation grounded in the citation set above; every claim links to a primary source.