by Calorie IQ (LX AI)

Calorie targets vs medical advice

Calorie IQ drafts targets from goal, weight, and activity. It is not diagnosis or treatment. Adults with symptoms should consult a clinician.

When is a calorie target not medical advice?

I built Calorie IQ as a decision-support tool that turns three simple inputs into a numbers-based goal. What you get back is a daily energy figure and a split of protein, fat, and carbohydrate. It does not interpret symptoms, diagnose conditions, or prescribe treatment. If you feel pain, fatigue, dizziness, or any other sign that something might be wrong, talk to a clinician before you change how you eat. The tool gives you a starting point for self-experimentation, not a medical order.

Medical advice comes from a licensed professional who examines your history, runs tests, and weighs your comorbidities. A calorie target skips all of that. It treats the body as a simple energy-in/energy-out system, which works fine for plenty of healthy adults trying to lose, gain, or maintain weight. It stops working when something else is going on, because metabolism, hormones, and nutrient absorption are invisible to a calculator. In those cases the number can mislead you, and following it without guidance could make a problem worse.

Because the tool never claims to diagnose or treat, I label its output as a suggestion. Adjust it based on how you feel, how your weight is trending, or what a clinician tells you. Interpreting the number is your call, not the software's.

How does Calorie IQ set my target?

Enter your current weight, your goal, and your activity level, and the studio drafts a personal target. Deterministic checks run first: is a weight present, is a goal selected, is an activity level stated, is anyone asking for a diagnosis or cure? A model-assisted narrative then drafts the daily calorie figure, a macro split, and a one-day sample sketch.

The direction follows your goal. Lose fat aims for a deficit, build muscle for a surplus, and maintain keeps the total steady. The drafted split defaults to a common balance of protein, carbs, and fat; if you want a different split, say so in the diet preferences field and the next draft follows it.

The number is personal because it starts from your actual weight and activity level, not from a population average. Change any input and re-run: the target updates immediately. As your weight changes, re-running keeps the deficit or surplus aligned with where your body is now.

You can check the math: the studio lists the rule checks it ran (FDA label literacy and Dietary Guidelines framing) next to the drafted plan, so you see exactly what was verified before the narrative.

Can it handle diet restrictions?

Yes. Diet preferences is a free-text field. List what you avoid, whether that's vegetarian, vegan, gluten-free, dairy-free, nut-free, low-FODMAP, kosher, or halal. The drafted sample day is written to respect that list.

A deterministic check also nudges you to spell the restrictions out: a blank or one-character note gets flagged so the draft has something concrete to work with.

Be honest about the limit: this is a drafted sketch, not a verified recipe database. If your restrictions are very tight, re-run with a clearer note or ask for alternatives in the preferences field, and review any unfamiliar item before you eat it.

The calorie and macro targets themselves don't change because of restrictions; they stay based on weight, goal, and activity. Only the food suggestions get filtered, so you can still see whether the target is realistic when your choices are limited.

What Calorie IQ actually outputs

After you submit your inputs, the result panel shows the drafted plan first, then the rule checks that ran.

- Personal calorie & macro target – a daily kilocalorie figure plus grams of protein, fat, and carbohydrate. - One-day sample meal sketch – breakfast, lunch, snack, and dinner in plain language, drafted to respect your restrictions. - Rule check list – the deterministic checks (weight present, goal selected, activity stated, no medical claims) with their status.

Below the result you can copy the plan, export your runs (Pro), or re-run with edited inputs. The weekly view is a planning frame: re-run when your weight, goal, or activity changes and compare drafts over the week.

The output is deliberately plain text you can read on a phone while cooking. There are no charts to interpret and no dense tables to scroll.

How the plan is produced

The plan is produced in two layers. The first layer is deterministic: fixed checks confirm your inputs are usable and that you're not asking for diagnosis or cure claims. The second layer is a model-assisted narrative that drafts the target and the meal sketch from your four inputs.

There's no fine-tuned nutrition model and no hidden constants. The deterministic layer is the same rule set on every run, and the drafted narrative is labelled decision-support. You review it, edit it, or ignore it.

Rate limits keep the free tier fair: 3 AI runs per day and 15 per month on Free, 40/day · 300/mo on Pro. When you hit the limit the studio tells you the reset time instead of silently degrading.

Risk area | How it is handled Medical claims | Deterministic check flags cure/diagnose/treat requests; output is labelled decision-support Unusable inputs | Missing weight, goal, or activity is flagged with a remediation hint Restriction conflicts | Free-text preferences are echoed back for your review before you cook Quota abuse | Per-visitor fair-use limits with an honest 429 and reset time

None of this makes the tool a clinician. What the controls do is keep the output honest about what it is: a drafted starting point for an apparently healthy adult, with a clear path to professional review when something feels off.

What this is NOT

Calorie IQ does not promise a specific weight change, and it won't guarantee you'll lose exactly one pound a week if you follow the target. It doesn't claim to prevent or treat any medical condition, and it's no replacement for a doctor, a dietitian, or any other licensed professional.

The number is a mathematical estimate based on the formulas I described. Real-world results vary because of things the tool doesn't measure: hormonal shifts, medication effects, sleep quality, stress, and individual differences in nutrient absorption. If you notice unexpected changes in your energy, mood, or weight, stop leaning on the tool alone and get advice.

The meal plan is a suggestion, not a prescription. Swap meals, adjust portions, or ignore the plan entirely. The tool won't alert you if you consistently eat more or less than the target; it just shows the number you asked for.

The drafted narrative can still produce odd combinations or miss subtle cultural preferences. Treat odd output as a cue to edit the draft or re-run with clearer preferences, not as a verdict on you or the tool.

In short, Calorie IQ is a calculator and a sketch generator. It is not a medical device, not a diagnosis, and not a substitute for professional guidance.

Frequently asked questions

What is Calorie IQ?

A tool that turns your goal, weight, and activity level into a daily calorie and macro target plus a simple meal plan.

How is the target calculated?

Same three inputs: goal, weight, and activity level drive the daily figure and the macro split.

Do I get a meal plan?

Yes. You get a one-day sample meal plan plus a weekly view for tracking progress.

Can it respect my diet restrictions?

Yes, once you set them. List your restrictions in the diet preferences field and the sample day respects them.

References

- CDC — Healthy weight - NIH — Body weight planner

Want to try the product? Calorie IQ

Generated 2026-09-16 · primary sources only · no fabricated traffic metrics