An AI-powered F1 research system that explores publicly available data, news, and race intelligence to generate insights and analysis for Fantasy F1 enthusiasts.
Championship Dreams Go Up in Smoke: Piastri extends lead to 34 points (309 pts) after Norris suffered engine failure with 6 laps remaining at Zandvoort. Rookie Hadjar claimed breakthrough maiden podium while McLaren's title fight takes dramatic turn.
Street circuit chaos returns to Baku's high-speed straights and tight corners
Night race under the lights - Asia's most demanding street circuit challenge
Austin's challenging circuit returns - home of the legendary Turn 1 climbing turn
High altitude racing returns - thin air creates unique aerodynamic challenges
Interlagos drama - Sprint weekend format with unpredictable weather patterns
Sin City spectacle - Saturday night racing through the heart of the Las Vegas Strip
Desert finale approaches - Sprint weekend under the floodlights in Lusail
Championship finale - twilight racing where titles are decided under the setting sun
We've built an experimental AI research system that automatically gathers and analyses F1 information from multiple sources to generate comprehensive race weekend insights for Fantasy F1 players.
Our AI system continuously monitors F1 news, driver performance, track data, weather conditions, and championship dynamics.
Multiple AI specialists work together to analyse patterns, identify opportunities, and connect insights across different F1 data sources.
The system creates comprehensive race reports with strategic recommendations, driver analysis, and Fantasy F1 lineup guidance.
This is an experimental AI system that explores publicly available F1 information. Research quality depends on source reliability and availability. AI analysis may contain errors, biases, or gaps. Use insights as supplementary research alongside your own analysis.
Our system uses multiple specialised research components that work together to explore F1 data and create comprehensive analysis.
Explores driver performance patterns, championship context, recent form, and develops storylines for Fantasy F1 insights
Researches circuit characteristics, historical patterns, track-specific advantages, and compares expectations with race outcomes
Explores weather patterns, identifies potential disruption factors, rain specialists, and assesses meteorological impact on racing
Scans current storylines, championship developments, race implications, and captures notable F1 developments
Explores car upgrades, technical developments, and regulatory impacts that may influence performance differences
Researches team decisions, qualifying approaches, and race tactics to develop strategic insights
Explores championship scenarios and pressure dynamics that may affect driver performance and team decisions
Explores qualifying vs race performance patterns, tyre strategies, and pace data for Fantasy F1 considerations
Synthesises research into strategic lineup suggestions with narrative context and Fantasy F1 considerations
Reviews statistical claims, cross-references historical data, and helps maintain analytical consistency across reports
Compiles research findings into structured content packages optimised for web presentation and storytelling format
Creates responsive web pages from compiled research, focusing on mobile-first design and engaging presentation
Our specialised agent system provides comprehensive race weekend analysis, strategic insights, and research-driven intelligence to help inform your Fantasy F1 decisions.