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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 OPEN
SAMPLE SESSION OUTPUTLIVE ANALYSIS
+0.32sTIME LOST
TURN 4 — COPSEBraked 12m past the 50m board. Apex speed 6 km/h below reference.
ACTIONBrake at the 50m board.Carry speed, trust the grip.

EVERY SESSION ENDS WITH
A CLEAR NEXT STEP.

Not just telemetry. A driver-ready debrief with decisions, not dashboards.

YOUR SCORE
78/100
Pace21/25
Consistency19/25
Execution20/25
Robustness18/25

Where you stand — in one number.

YOUR DEBRIEF
T4 — COPSE-0.38s

Cause: Braked 14m past the 50m board

Fix: Brake at the 50m board. Carry 4 km/h more into the apex.

T9 — STOWE-0.22s

Cause: Lifted throttle 30m before corner exit

Fix: Stay on throttle through the exit. Trust rear grip.

T12 — VALE-0.14s

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.

YOUR PROGRESSION
Consistency trend↑ 12%
Braking precision↑ 8%
Corner exits→ flat
NEXT PRIORITY

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.

THE TYPICAL DRIVER STACK
Telemetry overlay appOne app for traces
$15/mo
Timing & leaderboard appAnother for lap times
$10/mo
Setup spreadsheetManual, no analysis
Free
Strategy calculatorRace day only
$8/mo
Progress notesScattered, no structure
Free
Video sync toolSeparate login, separate data
$20/mo
6 tools, 6 logins, no connection~$53/mo
THE LAP ECOSYSTEM
Session AnalysisINCLUDED
Corner CoachingINCLUDED
Driver ScoringINCLUDED
Progression TrackingINCLUDED
Race StrategyINCLUDED
Setup IntelligenceINCLUDED
Data LoggerINCLUDED
One ecosystem. Everything connected.FROM FREE

THEY TIME LAPS.

WE COACH DRIVERS.

TIMING-FIRST
P1Luca M.
1:23.456
P2Max R.
1:23.789
P3You
1:24.102
P4Oscar P.
1:24.344

You know you're P3.
You don't know why.

POSITIONS ONLY
COACHING-FIRST
CORNER 7Brake point 12m late — carry 4 km/h more into the apex
+0.31s
CORNER 3Apex speed 4 km/h low — earlier turn-in, less steering angle
+0.18s
CORNER 11Early throttle lift — trust the rear grip, extend commitment
+0.09s

You know the exact corner.
You leave with the fix.

COACHING READY

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.

01020304050607
01
LOG

Record the session

Upload from iRacing, ACC, or F1. Or connect a GPS logger for real-world sessions. One entry point for all data.

02
PROCESS

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.

03
ANALYZE

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.

04
SCORE

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.

05
TRACK

Measure progression over time

Session-over-session comparison, plateau detection, and improvement velocity. See whether your changes are actually working.

06
STRATEGIZE

Support race day decisions

Stint planning, fuel management, pit windows, and live monitoring. Race strategy tools that connect to your driver data.

07
PREPARE

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.

01

FASTER ONBOARDING

No hardware setup, no weather delays, no travel. Upload a session and get your first report in minutes.

02

UNLIMITED REPETITION

Run the same corner fifty times in an evening. The fastest path to measurable change is doing more laps, more often.

03

IDEAL FOR PROGRESSION

Controlled conditions make it easier to isolate what changed between sessions. Real improvement needs consistent variables.

04

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.

ACTIVE NOW

SIM RACING

iRacing
Assetto Corsa Competizione
F1 Series

Full corner-by-corner analysis, scoring, and progression tracking on every session.

EXPANDING NEXT

REAL-LIFE MOTORSPORT

RaceChrono GPS
RaceBox GPS
Kart-specific envelope analysis
Track day & race weekend workflows

Same philosophy, same scoring, same driver profile. One progression system across sim and real.

PREMIUM UNLOCKS THE
PERFORMANCE LAYER.

Go beyond visibility. Understand patterns, optimize decisions, and improve faster.

DEEP CORNER ANALYSIS

Find the tenths hiding inside corners

Entry, apex, and exit phase separation for every corner. Braking point precision, minimum speed delta, throttle application timing, exit drive efficiency.

ADVANCED DRIVER PROFILING

See how your driving DNA evolves

Multi-session pattern recognition across all four scoring pillars. Plateau detection, improvement velocity, and cross-track consistency mapping.

DYNAMIC RACE STRATEGY

Win races, not just practice sessions

Full stint planning with fuel load, driver rotation, and pit window modelling. Live race monitoring with real-time stint tracking for endurance events.

SETUP UNDERSTANDING

Connect setup changes to driving data

Correlate setup adjustments with corner-level behaviour. Quantify how spring rates, aero balance, or gear ratios affect your performance.

PROGRESSION INTELLIGENCE

Turn sessions into a training programme

Long-term coaching plans with measurable targets. Session-over-session comparison. Identify where progress stalls before it costs you months.

UNLIMITED ANALYSIS

No caps, no waiting, no compromises

Unlimited monthly reports. 12-month raw telemetry retention. Downloadable PDF debriefs. Comparison tools. Priority pipeline processing.

BUILT FROM
REAL PROGRESSION.

Lap exists because improving as a driver should not require becoming your own engineer.

FOUNDER STORY

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.

L
FOUNDERData engineer
Kart racer
Sim driver
+0IRATING GAINED

From mid-field to fighting for podiums using the same analysis approach that powers Lap.

PODIUMFIGHTS

From back-of-grid in both sim and real-life kart racing to consistent championship contention.

14-STAGEPIPELINE

Not a wrapper on generic AI. Purpose-built motorsport analysis refined across thousands of sessions.

EARLY ACCESS RESULTS
CLEARERDEBRIEFS

“First time I knew exactly which corner to work on, not just that I was slow.”

FASTERPROGRESS

“Dropped 1.2s at Spa in three sessions. The scoring showed me exactly what changed.”

LESSGUESSWORK

“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.

MONTHLYANNUAL

DEMO

Free

Start improving immediately

  • 1 full analysis report per month
  • 4-pillar scoring & corner coaching
  • Session intelligence & debrief
  • 4h race strategy
  • 5-year report retention
Start free

RACER

Serious progression

  • 10 reports per month
  • Full visualization suite
  • Comparison & progress tracking
  • 24h race strategy + live monitoring
  • Coaching plans & PDF reports
Upgrade to Racer

WORLD-CLASS

Full ecosystem & optimization

  • Unlimited reports
  • All optimizer modes
  • 12-month raw telemetry retention
  • API access & data export
  • Priority pipeline processing
Go World-Class

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.

GDPR COMPLIANTEXPORTABLE DATANO LOCK-INENCRYPTED STORAGECANCEL ANYTIMEEARLY ACCESS PRICING LOCKED

YOUR DRIVING
DESERVES BETTER
THAN GUESSWORK.

Run a lap. Get your report. See what changes.

Start free — try the demo dashboard