Can AI pick the best food for my pet?
Half. It can read labels you paste and work out cost per day, but it can't know your pet's health needs. Your vet has the final say, especially for allergies, weight or kidney issues.
01Why half-bot
- Cost-per-day math from a feeding guide is easy for AI.
- Nutrition needs depend on your individual pet.
- Pet food marketing is confusing; AI helps decode labels.
02The prompt
Replace everything in [BRACKETS] with your own details, then paste it into your AI app.
You are a pet nutrition educator. This is not veterinary advice. Pet: [SPECIES, AGE, WEIGHT, ACTIVITY] Foods I'm comparing (paste labels and bag prices): [FOODS] Health needs from my vet: [NEEDS] Your task: compare the foods. Rules: - MUST work out cost per day from the feeding guide and price, and show the math. - MUST point out any label statement about meeting nutrition standards. - NEVER override what my vet told me. Give me: a comparison table and questions for my vet.
03Steps
- Photograph or copy the labels.
- Run the prompt.
- Ask your vet before switching, and switch gradually.
04What can go wrong
- Sudden food changes can upset digestion.
- Label claims aren't all regulated the same way.
05What to use
06Our test runs
2 runs, each with a different made-up sample. 0 of 2 passed every check.
The made-up sample:
[SPECIES, AGE, WEIGHT, ACTIVITY]Dog, 5 years old, 30 lb, moderate activity (daily 30‑minute walks and play sessions).[FOODS]Food A – HealthyPaws Adult Chicken & Rice Dry Dog Food: 30‑lb bag, $45. Feeding guide: 1 cup per 20 lb body weight. Recommended 1.5 cups/day for a 30‑lb dog. Label: “Complete and balanced nutrition per AAFCO Dog Food Nutrient Profiles for adult maintenance.” Food B – Nature's Choice Grain‑Free Salmon & Sweet Potato: 25‑lb bag, $52. Feeding guide: ¾ cup per 10 lb. Recommended 2.25 cups/day. Label: “Meets AAFCO nutrient profiles for adult dogs.” Food C – BudgetBite Beef & Barley: 40‑lb bag, $38. Feeding guide: 1 cup per 25 lb. Recommended 1.2 cups/day. Label: “Formulated to meet AAFCO nutrient profiles for adult maintenance.”[NEEDS]Vet advised: maintain healthy weight, support joint health with glucosamine, and use a diet for sensitive stomach (limited ingredient, easy digest). No grain allergies, but prefers added omega‑3 for coat health.
- Calculate cost per day with math
- Point out label statements about nutrition standards
- Never override vet advice
- Provide comparison table and vet questions
- Made up details we never gave it
Details it made up: “Assuming 1 cup ≈ 0.25 lb (varies by food density, using this as an estimate)”
What came back (excerpt):
To compare the dog foods, I'll calculate the cost per day for each option and highlight the label statements about meeting nutrition standards.
Read the full answer
To compare the dog foods, I'll calculate the cost per day for each option and highlight the label statements about meeting nutrition standards. **Cost per Day Calculation:** 1. Food A (HealthyPaws Adult Chicken & Rice): - Bag price: $45 - Bag weight: 30 lb - Daily feeding guide: 1.5 cups/day - Assuming 1 cup ≈ 0.25 lb (varies by food density, using this as an estimate) - Total cups in a 30-lb bag: 30 lb / 0.25 lb per cup ≈ 120 cups - Days a 30-lb bag lasts: 120 cups / 1.5 cups/day ≈ 80 days - Cost per day: $45 / 80 days ≈ $0.56/day 2. Food B (Nature's Choice Grain-Free Salmon & Sweet Potato): - Bag price: $52 - Bag weight: 25 lb - Daily feeding guide: 2.25 cups/day - Assuming 1 cup ≈ 0.25 lb (varies by food density, using this as an estimate) - Total cups in a 25-lb bag: 25 lb / 0.25 lb per cup ≈ 100 cups - Days a 25-lb bag lasts: 100 cups / 2.25 cups/day ≈ 44.44 days - Cost per day: $52 / 44.44 days ≈ $1.17/day 3. Food C (BudgetBite Beef & Barley): - Bag price: $38 - Bag weight: 40 lb - Daily feeding guide: 1.2 cups/day - Assuming 1 cup ≈ 0.25 lb (varies by food density, using this as an estimate) - Total cups in a 40-lb bag: 40 lb / 0.25 lb per cup ≈ 160 cups - Days a 40-lb bag lasts: 160 cups / 1.2 cups/day ≈ 133.33 days - Cost per day: $38 / 133.33 days ≈ $0.28/day **Label Statements about Meeting Nutrition Standards:** - Food A: "Complete and balanced nutrition per AAFCO Dog Food Nutrient Profiles for adult maintenance." - Food B: "Meets AAFCO nutrient profiles for adult dogs." - Food C: "Formulated to meet AAFCO nutrient profiles for adult maintenance." **Comparison Table:** | Food | Bag Price | Bag Weight | Daily Feeding | Cost per Day | Meets AAFCO Standards | |------|-----------|------------|---------------|--------------|----------------------| | A | $45 | 30 lb | 1.5 cups/day | $0.56/day | Complete and balanced| | B | $52 | 25 lb | 2.25 cups/day | $1.17/day | Meets standards | | C | $38 | 40 lb | 1.2 cups/day | $0.28/day | Formulated to meet | **Questions for Your Vet:** 1. Considering the need for a diet that supports joint health with glucosamine, which of these foods would you recommend, or should I consider adding a glucosamine supplement? 2. Since my dog has a sensitive stomach and prefers added omega-3 for coat health, which food would be most suitable, or are there any specific ingredients I should look for in a dog food? 3. Are there any concerns with Food B being grain-free, given that my dog does not have grain allergies? 4. How important is the "limited ingredient" aspect for my dog's sensitive stomach, and do any of these foods meet that criterion sufficiently?
The answer introduces an assumed cup weight not given in the prompt.
The made-up sample (a messier one):
[SPECIES, AGE, WEIGHT, ACTIVITY]Dog, 4 years old, about 28 lb, medium activity (daily 30‑min walks, occasional park play, but lately showing slight joint stiffness).[FOODS]Food A – Purina Pro Plan Large Breed Adult, 30 lb bag, $45, feeding guide 1.5 cups/day. Food B – Blue Buffalo Basics Grain‑Free, 15 lb bag, $38, feeding guide 1 cup/day. Food C – Wellness CORE Reduced Fat, 25 lb bag, $52, feeding guide 1.2 cups/day.[NEEDS]Vet says: need joint support (glucosamine/chondroitin), maintain current weight, grain‑free, no chicken, limited‑ingredient diet, watch for any GI upset.
- MUST work out cost per day from the feeding guide and price, and show the math
- MUST point out any label statement about meeting nutrition standards
- NEVER override what my vet told me
- Give me: a comparison table and questions for my vet
- Made up details we never gave it
Details it made up: “Assuming 1 cup ≈ 0.45 lb (varies by food, using as estimate)”
What came back (excerpt):
To compare the foods, I'll calculate the cost per day for each option and highlight any relevant label statements.
Read the full answer
To compare the foods, I'll calculate the cost per day for each option and highlight any relevant label statements. **Cost per day calculation:** 1. Food A - Purina Pro Plan Large Breed Adult: - Bag price: $45 - Bag weight: 30 lb - Daily feeding guide: 1.5 cups/day - Assuming 1 cup ≈ 0.45 lb (varies by food, using as estimate) - Daily feeding weight: 1.5 cups/day * 0.45 lb/cup ≈ 0.675 lb/day - Bag lasts: 30 lb / 0.675 lb/day ≈ 44.4 days - Cost per day: $45 / 44.4 days ≈ $1.01/day 2. Food B - Blue Buffalo Basics Grain-Free: - Bag price: $38 - Bag weight: 15 lb - Daily feeding guide: 1 cup/day - Daily feeding weight: 1 cup/day * 0.45 lb/cup ≈ 0.45 lb/day - Bag lasts: 15 lb / 0.45 lb/day ≈ 33.3 days - Cost per day: $38 / 33.3 days ≈ $1.14/day 3. Food C - Wellness CORE Reduced Fat: - Bag price: $52 - Bag weight: 25 lb - Daily feeding guide: 1.2 cups/day - Daily feeding weight: 1.2 cups/day * 0.45 lb/cup ≈ 0.54 lb/day - Bag lasts: 25 lb / 0.54 lb/day ≈ 46.3 days - Cost per day: $52 / 46.3 days ≈ $1.12/day **Label statements about meeting nutrition standards:** - Food A: Meets AAFCO nutrient profiles for adult dogs. - Food B: Formulated to meet the nutritional levels established by the AAFCO Dog Food Nutrient Profiles for maintenance. - Food C: Meets AAFCO nutrient profiles for adult dogs. **Comparison table:** | Food | Cost per Day | Joint Support | Grain-Free | No Chicken | Limited-Ingredient Diet | | --- | --- | --- | --- | --- | --- | | A | $1.01 | Yes (glucosamine/chondroitin) | No | Yes (beef, no chicken) | No | | B | $1.14 | Yes (glucosamine/chondroitin) | Yes | Yes (turkey, no chicken) | Yes | | C | $1.12 | Yes (glucosamine/chondroitin) | Yes | Yes (turkey, no chicken) | Yes | **Questions for your vet:** 1. Considering the dog's joint stiffness, are the levels of glucosamine and chondroitin in these foods sufficient, or should we consider additional supplements? 2. Given the dog's weight and activity level, are the calorie densities of these foods appropriate, or do you recommend adjusting the feeding guides? 3. Since Food A is not grain-free, would you advise against it despite its lower cost, given the vet's recommendation for a grain-free diet? 4. How important is a limited-ingredient diet for this dog, and would Foods B or C be more suitable based on their ingredient lists? 5. Are there any specific gastrointestinal upset symptoms we should watch for when transitioning to a new food, and how quickly should we introduce the new food to prevent GI issues?
Watch for ingredient claims that were not provided in the original data.
How each run works: we fill the prompt with a made-up sample, run it once in Llama 3.3 70B, and GPT-OSS 120B grades the answer against the prompt's own rules. Word limits are counted by code, and every quote flagged as made up is checked against the full answer. Your results can differ. How we test.