LAP Coach — Motorsport telemetry analysis for kart and car drivers
RUN A LAP.
GET YOUR REPORT.
TRANSFORM YOUR DRIVING.
Professional-grade driver analysis for amateurs.
SIM-RACING EARLY ACCESS NOW OPENEVERY SESSION ENDS WITH
A CLEAR NEXT STEP.
Not just telemetry. A driver-ready debrief with decisions, not dashboards.
Where you stand — in one number.
Cause: Braked 14m past the 50m board
Fix: Brake at the 50m board. Carry 4 km/h more into the apex.
Cause: Lifted throttle 30m before corner exit
Fix: Stay on throttle through the exit. Trust rear grip.
Cause: Turn-in 8m late, forced tight exit line
Fix: Turn in at the 25m marker. Open the exit radius.
Where you lost time. What caused it. What to change.
Focus on corner exit throttle application — your biggest untapped gain.
STOP STACKING TOOLS.
What many drivers pay for separately, Lap brings together in one system.
THEY TIME LAPS.
WE COACH DRIVERS.
You know you're P3.
You don't know why.
You know the exact corner.
You leave with the fix.
KNOW WHERE YOU LOSE TIME
Not leaderboard positions. Corner-by-corner loss identification with specific deltas, causes, and fixes.
FIX YOUR BRAKING AND THROTTLE
Brake point precision, apex speed analysis, throttle application timing. The actions that actually move your lap time.
TRACK YOUR PROGRESSION
Session-over-session scoring. See whether your changes are working. Know what to focus on next, not just what happened last.
ONE SYSTEM FROM RAW SESSION
TO NEXT-SESSION ACTION.
Logging, analysis, progression, and race tools — connected.
Record the session
Upload from iRacing, ACC, or F1. Or connect a GPS logger for real-world sessions. One entry point for all data.
Clean and structure the data
GPS filtering, derived channels, track detection, lap splitting, and resampling. A 14-stage pipeline handles the engineering so you don’t have to.
Corner-by-corner breakdown
Every corner scored for entry, apex, and exit. Speed traces, GG diagrams, and GPS overlay reveal exactly where time was lost and why.
Build your driver profile
Pace, Consistency, Execution, Robustness — four pillars scored out of 25 each. One session gives you a number. Ten sessions give you a pattern.
Measure progression over time
Session-over-session comparison, plateau detection, and improvement velocity. See whether your changes are actually working.
Support race day decisions
Stint planning, fuel management, pit windows, and live monitoring. Race strategy tools that connect to your driver data.
Enter the next session with a plan
Coaching priorities, focus areas, and measurable targets. Every session debrief ends with what to change next.
BUILT FOR PROGRESSION.
STARTING WITH SIM RACING.
Early access focuses on sim drivers first. The full ecosystem expands from there.
FASTER ONBOARDING
No hardware setup, no weather delays, no travel. Upload a session and get your first report in minutes.
UNLIMITED REPETITION
Run the same corner fifty times in an evening. The fastest path to measurable change is doing more laps, more often.
IDEAL FOR PROGRESSION
Controlled conditions make it easier to isolate what changed between sessions. Real improvement needs consistent variables.
SAME ANALYSIS ENGINE
The 14-stage pipeline, 4-pillar scoring, and corner coaching work identically in sim and real-life. Your driver profile carries over.
SIM RACING
Full corner-by-corner analysis, scoring, and progression tracking on every session.
REAL-LIFE MOTORSPORT
Same philosophy, same scoring, same driver profile. One progression system across sim and real.
BUILT FROM
REAL PROGRESSION.
Lap exists because improving as a driver should not require becoming your own engineer.
I built Lap because I lived the problem. I spent years analysing my own karting telemetry and sim sessions — manually comparing corners, guessing at brake points, building spreadsheets that were outdated by the next track day.
The turning point was building a structured analysis system for myself: consistent scoring, corner-by-corner breakdowns, and clear priorities for the next session. Not more data — better debriefs.
The results were measurable. Over 2,000 iRating gained. From back-of-grid in kart races to fighting for podiums and championships. Not through natural talent — through clearer feedback and faster iteration.
Kart racer
Sim driver
From mid-field to fighting for podiums using the same analysis approach that powers Lap.
From back-of-grid in both sim and real-life kart racing to consistent championship contention.
Not a wrapper on generic AI. Purpose-built motorsport analysis refined across thousands of sessions.
“First time I knew exactly which corner to work on, not just that I was slow.”
“Dropped 1.2s at Spa in three sessions. The scoring showed me exactly what changed.”
“I used to stare at traces. Now I read a report and know what to practice.”
SIMPLE PRICING.
SERIOUS TOOLS.
Start free with more than most tools charge for. Upgrade when you want the full performance layer.
DEMO
FreeStart improving immediately
- —1 full analysis report per month
- —4-pillar scoring & corner coaching
- —Session intelligence & debrief
- —4h race strategy
- —5-year report retention
RACER
Serious progression
- —10 reports per month
- —Full visualization suite
- —Comparison & progress tracking
- —24h race strategy + live monitoring
- —Coaching plans & PDF reports
WORLD-CLASS
Full ecosystem & optimization
- —Unlimited reports
- —All optimizer modes
- —12-month raw telemetry retention
- —API access & data export
- —Priority pipeline processing
FREQUENTLY ASKED
The free tier includes one full analysis report per month with 4-pillar scoring, corner coaching, session intelligence, and 4-hour race strategy. No credit card required. What many competitors charge for — scoring, corner-level analysis, session debriefs — Lap includes from the start.
Most tools show you data. Lap tells you what to change. Our 14-stage analysis pipeline doesn’t just visualize telemetry — it identifies specific corner losses, diagnoses causes (brake point, apex speed, throttle timing), and gives you prioritised next steps. Every session ends with a debrief, not a dashboard.
No. Lap is built specifically for drivers who don’t want to become data engineers. The analysis pipeline handles the complexity: GPS filtering, track detection, corner segmentation, scoring. You upload a session and read a structured report.
Both, ultimately. Early access starts with sim racing (iRacing, ACC, F1) because it’s the fastest path to giving drivers immediate value. Real-world GPS logger support (RaceChrono, RaceBox) and kart-specific analysis are being added as the ecosystem expands. The analysis engine and driver profile work identically across platforms.
Currently: iRacing telemetry, ACC data files, and F1 series exports. On the real-world side: RaceChrono CSV and RaceBox CSV with GPS + IMU data. The system auto-detects formats, headers, and encoding — no manual configuration needed.
Your telemetry data is yours. We never share individual session data or driver profiles. All data is encrypted in transit and at rest. You can export your full dataset or delete your account at any time. GDPR compliant.
Lap is under active development. New modules (Setup Intelligence, Progression Engine) are on the roadmap. Early access pricing is locked in — you keep your tier pricing as the platform grows. We ship improvements continuously, not in annual releases.
YOUR DRIVING
DESERVES BETTER
THAN GUESSWORK.
Run a lap. Get your report. See what changes.
Start free — try the demo dashboard