Rider performance
Why am I slower even though I am fitter?
Why is my FTP not turning into speed?
Is it fatigue, position, equipment, or conditions?
Should you change the position, the equipment, or nothing at all?
That is the question cyclists, fitters, and coaches keep asking after every ride, fit change, helmet test, wheel choice, and race plan. Lukspeed turns the question into evidence, context, tradeoffs, simulation, and validation.
Why am I slower even though I am fitter?
Did that helmet or position actually help?
Can I hold this setup for race distance?
What should we adjust first?
Questions firstEvidence before claimsValidation, not guesswork
Question Lukspeed can examine
Was that faster setup real, or just a good day?
Evidence
comparable ride context
Tradeoff
speed, stability, and fatigue
Validation
repeat, hold, or wait
The performance questions already exist. The hard part is answering them well.
More training, more equipment, more fit changes, and more data can create more uncertainty. Lukspeed starts with the question, then builds the evidence path.
Position
Should I lower my stack?
Can I hold this position for 40 km?
Are my hoods too high for the way I actually ride?
Equipment
Which tire width is actually faster for me?
Are deeper wheels worth it on my routes?
Is this helmet faster for me, or just on paper?
Strategy
What gearing should I use for this climb?
Where am I losing the most time?
Should I change my setup before race day?
Validation
Was that improvement real or just a good day?
Was it the wind, the route, or the setup?
Should I change anything at all?
Fitters and coaches
What should we adjust first?
Which change has the strongest evidence?
Is the rider adapting or compensating?
From real performance question to evidence-backed next step.
Cyclists are chasing speed, but speed is rarely explained by one number. Lukspeed connects the rider, bike, setup, route, conditions, confidence, assumptions, and a way for the next ride to answer back.
1
Goal
What are you trying to improve, change, compare, or validate?
2
Question
Turn that goal into a performance question the product can examine.
3
Evidence + context
Connect rides, setup, route, equipment, fatigue, and comparability.
4
Decision
Choose what to test, what to hold, or when to wait.
5
Validation
Use the next comparable ride to support, reject, or qualify the hypothesis.
One journey, different decision moments.
The same intelligence loop should feel useful before a ride, after a ride, during an equipment change, and inside a fitter workflow.
01
02
03Before training or racing
Which setup makes sense for today?
Route, conditions, goal, and risk shape the decision before the ride starts.
After a ride
What did that effort actually teach me?
Evidence is read through context, not averages alone.
Changing equipment
Did the change matter enough to keep testing?
Lukspeed frames equipment and setup as hypotheses, not guaranteed upgrades.
Race preparation
Can I hold the position that looks faster?
The answer includes stability, fatigue, route demand, and validation path.
Fitter or team review
How do we explain and validate this change?
Rider, bike, setup, and ride evidence stay attached to the decision.
The product appears after the question is clear.
Insight Board, Performance Explorer, Simulator, Garage, and Luks are not separate marketing cards. They are the surfaces that carry a decision from evidence to validation.
Performance question
Evidence to validation
Insight Board
What matters now
Performance Explorer
The evidence behind it
Simulator
What to test before the next ride
Garage
The context that makes comparison fair
Luks
The explanation layer
Insight Board
What matters now
Prioritizes meaning and next focus without pretending every signal is an action.
Performance Explorer
The evidence behind it
Lets riders and fitters inspect comparable rides, trends, filters, and data quality.
Simulator
What to test before the next ride
Turns possible changes into route-aware planning hypotheses with assumptions visible.
Garage
The context that makes comparison fair
Keeps bike, setup, equipment, and component context attached to the decision.
Luks
The explanation layer
Helps navigate evidence and context without replacing source truth or human judgment.
Trust is earned by showing limits.
Lukspeed should be credible because it can say validate first, not comparable, insufficient evidence, or no action yet.
Confidence
High, medium, or low should stay visible when decisions are not certain.
Assumptions
A scenario is useful only when its assumptions are visible.
Comparability
The same number means different things across route, setup, fatigue, and conditions.
Validation
Supported, not supported, inconclusive, and not comparable are all useful outcomes.
No guaranteed watts / No best CdA claim / Rider and fitter judgment stays in the loop
Bring the question you keep asking after the ride.
Request access with the decision you want to understand first: position, equipment, setup, route strategy, validation, or fitter workflow.
01
Name the question
02
Bring the context
03
Test and validate