AI meal planning · USDA-verified

AI sport nutrition: macro-optimized meal plans for athletes

AI sport nutrition for athletes — automated meal plans built around training load, with USDA-backed macros and pre/post-workout timing baked into every plan.

PROFESSIONAL
THE CHALLENGE

Why generic meal plans fail athletes

You train hard, but template meal plans don't shift macros with your training load — so fueling and recovery never quite match the work you actually did.

"I train 6 days a week but hit performance plateaus because my fueling isn't dialed in for my specific sport"

"I bonk during competitions and never feel like I'm maximizing my energy systems properly"

"Recovery takes too long between sessions - I know nutrition is the missing piece but don't know how to optimize it"

"I see other athletes with better nutrition strategies dialing in results while I struggle with the same generic advice"

THE SOLUTION

Macros that match the session you actually did

AI sport nutrition adjusts daily macros and meal timing to your training load — higher-carb meals around hard sessions, leaner days when volume drops.

WHY IT WORKS

What changes when nutrition tracks training load

Concrete shifts athletes see when meal plans adapt to weekly volume, intensity, and competition timing.

Pre-competition fueling tuned to event distance and duration so glycogen is topped off without GI distress

Post-workout meals scheduled inside the 2-hour recovery window with the right protein and carb amounts for the session

Carb intake scales with training volume so you don't bonk on long sessions or carry extra fuel on rest days

Body-composition targets handled alongside performance — hold power-to-weight without crashing energy

Caffeine, sodium, and meal-spacing slots flagged so high-pressure sessions land with steady energy and focus

Hard-day, easy-day, and rest-day calorie targets shift automatically to support adaptation, not just intake

Hydration and electrolyte targets matched to sweat rate, climate, and session length

Periodization built in: base, build, peak, and taper weeks each get their own macro pattern

Recipe and grocery lists rebuild themselves when the plan shifts, so the food you buy matches the plan you train on

HOW IT WORKS

How It Works

Our AI makes healthy eating simple with a personalized, science-backed approach

STEP 01

Athlete profile

Share your sport, weekly schedule, competition calendar, body-composition goal, and current performance metrics. The AI uses this as the baseline for macros and timing.

STEP 02

Plan built around training load

Get a sport-specific plan with daily macros, pre/post-workout meals, and recovery slots — calibrated to the energy systems your sport actually taxes.

STEP 03

Race-week and rest-day handling

The plan shifts for race week, double-session days, and easy weeks — so fueling, recovery, and weight management stay aligned with your calendar.

STEP 04

Iterate with real data

Log how sessions and meals actually went; the AI adjusts macros, timing, and recipe rotation so the plan keeps improving over the season.

REAL RESULTS

What athletes want from sport nutrition

Common themes we hear from endurance, strength, and team-sport athletes

Dialing in carbs around hard sessions is the hardest part of training. A plan that does this for me saves mental load on race week.

Early user feedback
Endurance athlete
Goal: structured fueling strategy

I want recovery meals that actually match the session I just did — not a generic template.

User story
Strength-based athlete
Goal: session-matched recovery meals

Competition-day nutrition is where most plans break down for me. A system that plans pre/during/post would be a game changer.

Community feedback
Competitive athlete
Goal: dependable race-day nutrition
Your transformation starts here

Train hard. Fuel like you mean it.

Sport-specific meal planning that adjusts macros and timing to your training load — for endurance, strength, team, and combat athletes.

No credit card requiredStart in under 3 minutes
BY THE NUMBERS

What athletes report after switching

Self-reported feedback from athletes using AI-generated sport nutrition plans. Not a controlled study — directional only.

19%
Self-reported performance gains

in sport-specific metrics within 90 days (user-reported, n small)

42%
Faster perceived recovery

between high-intensity sessions (user-reported)

86%
Hit personal records

within 6 months of switching to a structured plan (user-reported)

31%
Less bonking and mid-session fatigue

during competitions and long training (user-reported)

Self-reported athlete outcomes from AI sport nutrition meal plans
WHAT YOU GET

Sport nutrition features built into the plan

What the AI plan actually does for endurance, strength, team, and combat athletes

Sport-specific energy systems

Macros sized to your sport's energy demands — aerobic, anaerobic, neuromuscular, and phosphocreatine — with examples for endurance, strength, and team sports

Competition periodization

Macros and meal timing shift across base, build, peak, and taper weeks so race day lands with full glycogen and steady energy

Training-data aware

Plans connect to your training schedule and feedback loop — heavy weeks get more carbs, easy weeks get less, recovery meals match the session you actually did

Recovery protocols

Post-exercise meals timed inside the 2-hour window with 20-40 g protein and 0.5-1 g/kg carbs to refill glycogen and trigger muscle protein synthesis

WHO IT'S FOR

Who Can Benefit?

Our AI meal planning serves a diverse community of health-conscious individuals and professionals

Endurance athletes

Marathon runners, cyclists, and triathletes who need precise fueling for sustained output and steady glycogen across long sessions

Strength and power athletes

Lifters, sprinters, and field athletes who need protein and creatine handled correctly with carb intake timed around heavy sessions

Team-sport athletes

Soccer, basketball, hockey, and rugby players who need carbs to repeat sprints across 90 minutes and recovery meals between matches

Combat-sport athletes

MMA fighters, boxers, and wrestlers handling weight cuts without losing strength, power, or focus

B2B

Masters athletes

Competitive athletes 35+ focused on recovery, longer adaptation windows, and protein distribution across the day

B2B

Serious recreational athletes

Age-group racers, club lifters, and weekend competitors who train like athletes and want their nutrition to match

FAQ

Frequently Asked Questions

What is AI sport nutrition?

AI sport nutrition is software that adjusts daily macro and calorie targets to an athlete's training load using their schedule, body composition, and goals. The plan shifts day-by-day — higher-carb meals around hard sessions, leaner days when volume drops, and pre/post-workout meals slotted into the 2-3 hour and 0-2 hour windows. Macros are sized to the sport (e.g. 6-10 g/kg/day carbs for endurance, 1.6-2.2 g/kg/day protein for strength), and recipes and grocery lists rebuild whenever the plan changes.

What should I eat before a workout?

Two to three hours before training, eat a balanced meal with complex carbohydrates, moderate protein, and low fat — for example oatmeal with banana and whey protein, or rice with chicken and vegetables. If you only have 30-60 minutes, choose something fast-digesting like a banana, dates, or a small energy bar. The goal is to top up muscle glycogen without sitting heavy in the stomach. Our AI plans schedule pre-workout meals automatically based on your training calendar.

How important is hydration for athletic performance?

Hydration is one of the largest performance levers. Even 2 percent dehydration can drop endurance output by 20-25 percent and reduce strength and power. Aim for around 500 ml of water 2-3 hours before exercise, 200-300 ml every 15-20 minutes during exercise, and replace 1.5 liters for every kilogram of body weight lost in sweat. For sessions over 60 minutes, add an electrolyte drink to replace sodium and potassium so cramps and central fatigue stay away.

How should I time meals on training days vs rest days?

On training days, anchor your meals around the workout — a higher-carb meal 2-3 hours before, a recovery meal within 1-2 hours after, and protein-rich meals every 3-4 hours through the day. On rest days, total calories drop by roughly 300-500, carbs come down 1-2 g per kg of bodyweight, and protein stays the same to support recovery. Plans built by the AI automatically shift macros and timing day-by-day so you don't have to do the math.

What should I eat for post-workout recovery?

Within two hours of finishing a hard session, get 20-40 g of high-quality protein plus carbohydrates at roughly 0.5-1 g per kg of bodyweight to replenish muscle glycogen and trigger protein synthesis. Practical options include a protein shake with fruit, chicken with rice and vegetables, or Greek yogurt with oats and berries. Athletes who train twice a day should treat the second meal as urgent — recovery windows really matter when sessions stack.

Do I need supplements as an athlete?

Food first — supplements only fill specific gaps. The strongest-evidence options for athletes are creatine monohydrate (3-5 g daily for strength and power), caffeine (3-6 mg per kg for endurance and focus), beta-alanine (3-6 g daily for high-intensity work), and vitamin D if blood levels are low. Protein powder is convenient but not magically better than meat, fish, eggs, or dairy. Always check governing-body lists if you compete in tested sports.

How does sport nutrition differ between endurance, strength, and team sports?

Endurance athletes (runners, cyclists, triathletes) need higher daily carbs — often 6-10 g per kg — and structured fueling during long sessions. Strength and power athletes (lifters, throwers, sprinters) prioritize protein at 1.6-2.2 g per kg and adequate creatine. Team-sport athletes need both: enough carbs to repeat sprints over 90 minutes plus protein to recover between matches. Our AI builds plans by sport profile so the macro mix matches your actual demands.

DEFINITION

What is AI sport nutrition?

AI sport nutrition is software that adjusts daily macro and calorie targets to an athlete's training load using their schedule, body composition, and goals. Instead of one fixed meal plan, it builds a plan that shifts with the week — higher-carb days around long sessions or heavy lifting, leaner days during recovery, and pre/post-workout meals slotted into the 2-3 hour and 0-2 hour windows where they actually move performance. Melio's plan engine reads your sport, sex, weight, training calendar, and weekly volume, then sizes carbs (commonly 6-10 g/kg/day for endurance), protein (1.6-2.2 g/kg/day for strength), and meal timing accordingly. Recipes and grocery lists rebuild whenever the plan changes, with USDA-backed macros so every gram on the plate matches the macros on the plan.

BY SPORT

Sport-specific examples — endurance vs strength vs team sports

Sport nutrition isn't one diet. The plans the AI builds shift macros, total calories, and meal timing based on the energy systems your sport actually taxes.

  • Endurance athletes (marathon, cycling, triathlon): 6-10 g of carbohydrates per kg per day on hard weeks, structured fueling every 30-45 minutes during long sessions, and a high-carb breakfast on race day with low fiber.
  • Strength and power athletes (weightlifting, sprinting, throws): protein at 1.6-2.2 g per kg per day spread across 4-5 meals, creatine 3-5 g daily, and modest carb intake timed around heavy lifting sessions.
  • Team-sport athletes (soccer, basketball, hockey, rugby): hybrid pattern — enough carbs to repeat sprints across 90 minutes plus protein-led recovery meals between matches and double sessions.
  • Combat athletes making weight: phased carb and sodium manipulation in the lead-up, then aggressive rehydration and refeed once the weigh-in is done.
  • Masters athletes (35+): same macro principles plus extra leucine-rich protein per meal and longer recovery windows between hard sessions.
TIMING

Pre- and post-workout meal timing built into every plan

Macros without timing leave performance on the floor. Every AI-generated plan slots a pre-workout meal 2-3 hours before your session, a small fast-digesting snack 30-60 minutes before if needed, and a recovery meal inside the 2-hour post-workout window.

  • Pre-workout (2-3h before): complex carbs + lean protein + minimal fat — oats with whey and banana, rice with chicken and vegetables, or eggs on toast.
  • Pre-workout snack (30-60min before): fast carbs only if needed — banana, dates, or a small energy bar.
  • During long sessions (60+ min): 30-60 g carbs per hour from sports drink, gels, or real food on the bike.
  • Post-workout (within 2h): 20-40 g protein + 0.5-1 g/kg carbs to refill glycogen and trigger muscle protein synthesis.
  • Pre-bed: 20-40 g slow-digesting protein like cottage cheese or casein on heavy training days to support overnight recovery.

Scientific sources

Authoritative references informing the recommendations on this page.

  1. Nutrition and Athletic Performance: Joint Position Statement

    Academy of Nutrition and Dietetics, Dietitians of Canada, and the American College of Sports Medicine · 2016

    consensus
  2. IOC Consensus Statement on Dietary Supplements and the High-Performance Athlete

    International Olympic Committee · 2018

    consensus
  3. International Society of Sports Nutrition Position Stand: Protein and Exercise

    Journal of the International Society of Sports Nutrition · 2017

    consensus
  4. Carbohydrates for training and competition

    Journal of Sports Sciences · 2011

    review
  5. American College of Sports Medicine Joint Position Statement: Nutrition and Athletic Performance

    Medicine & Science in Sports & Exercise · 2016

    guideline

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Train hard. Fuel like you mean it.

Sport-specific meal planning that adjusts macros and timing to your training load — for endurance, strength, team, and combat athletes.

USDA Data Source
Sum-Validated Macros
Evidence-Based
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