PARTLY

As of 13 August 2026, AI can only partly estimate your portion sizes.

This still needs a person who signs their name to it.

Can you do it?

5 minutesto a draft.

30 minutesto something you’d act on.

Cost, all in£0

Skill neededchat-fluent

Who has to check ityou

What the alternative costsEat This Much is a purpose-built AI meal-planning tool that creates plans from calorie, diet and budget information.

If this goes wrong: you follow portions that do not suit your needs, and the problem may persist because the answer sounds precise while missing important health context.

What to actually do

  1. Hand it to a person

    The route this page recommends

    A person who owns the outcome does this end to end, worth it when the failure is dear.

  2. Use a tool built for this

    Second choice
  3. Do it yourself

    The distant third

    A chat interface, chat-fluent skill, and roughly 30 minutes until you can act on the result.

    How to actually do it

    1. Open the NHS healthy eating guidance on NHS.uk so you have a general UK reference for balanced meals.
    2. Gather your usual meals, snacks, dietary pattern, allergies, activity level, goal and any relevant health conditions or medicines.
    3. Paste the prompt into ChatGPT, Claude or Gemini and replace each bracketed slot with your information, writing "none known" where it applies.
    4. Paste in the food labels, recipe quantities or photos converted into words for any specific foods whose portions you want estimated.
    5. Ask the model to revise any portion that is not given in a household measure you can use, such as a slice, spoonful, handful or mug.
    6. Compare the general guidance with the NHS information you opened, then use a GP or registered dietitian for personalised advice if you have a medical condition, pregnancy, medicine-related dietary need or a difficult relationship with food.

    Prompt

    Estimate practical food portion sizes for me using the information below. Give household measures, such as tablespoons, slices, handfuls or a mug, and grams only where they are useful. Separate general healthy-eating guidance from anything that would require a dietitian or clinician. Do not diagnose me, prescribe a diet, claim that the portions are medically right, or invent nutritional values. If my information suggests a medical condition, pregnancy, a history of an eating disorder, medicine-related dietary needs, unexplained weight change, or another higher-risk situation, do not personalise the portions and tell me to ask a GP or registered dietitian instead. If I mention urgent or worrying symptoms, tell me to contact NHS 111. Use the NHS Eatwell guidance as a general UK reference and state clearly where it does not answer my individual question. Show your assumptions, give a simple portion guide for each food group, then give one example for [breakfast], [lunch], [dinner] and [snack]. Ask up to three necessary follow-up questions before estimating anything.
    
    My information:
    - Age range: [age range]
    - Sex, if relevant to the estimate: [sex or prefer not to say]
    - Height and weight, if I know them: [height and weight or not known]
    - Usual activity: [mostly sitting, moderately active, very active, or description]
    - Goal: [maintain weight, gradual weight loss, gain weight, improve meal balance, or other]
    - Dietary pattern, allergies and foods avoided: [details]
    - Usual meals and snacks: [details]
    - Health conditions, medicines, pregnancy or feeding needs: [details or none known]
    - Food and serving information I want estimated: [foods and amounts, if known]
    
    Return the answer in plain British English. Do not use calorie targets unless you can explain that they are only rough estimates and that I should not use them as medical advice.

    Open it prefilled in ChatGPT or Claude, or copy it into Gemini, which takes no prefill link.

What it gets wrong

What caps this at PARTLY: judgement under ambiguity, stakes of error and verification cost.

How we scored this

Five axes, each scored nought to two by hand: ten means AI carries the task cleanly, and the thresholds that turn a total into YES, PARTLY or NO are published in the methodology. Each axis name links to its definition.

AxisScore (0–2)
Output2
Inputs1
Verification1
Liability1
Effort delta2
Total7 / 10

FAQ

Can AI estimate my portion sizes?
Yes, AI can give rough portions using household measures and examples if you provide your usual foods, activity and goal. The result is general planning help, not a medically correct prescription, so use a GP or registered dietitian for individual needs.
Can ChatGPT tell me how much I should eat?
ChatGPT can suggest a starting point for ordinary meal planning and explain its assumptions. It cannot confirm that the portions are right for a medical condition, pregnancy, medicines or an eating disorder.
Is it safe to use AI for portion sizes?
It is reasonably suitable for general meal-planning guidance when you treat the result as an estimate and compare it with NHS information. Do not rely on it for a higher-risk health situation, and contact NHS 111 about urgent or worrying symptoms.
What information does AI need to estimate portion sizes?
Give it your usual meals, age range, activity, goal, dietary restrictions and the foods or dishes you want measured. Mention health conditions, medicines, pregnancy or feeding needs, because those can make a generic estimate unsuitable.

Nearby answers

Assessed by gpt-5.6-luna (gpt-5.6-luna) on 2026-08-13, second-checked by an independent model. Wrong somewhere? Email [email protected] and it gets re-checked.

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