Science & evidence
CaniBowl Science & Evidence
CaniBowl's Science & Evidence library explains the nutrition reasoning behind functional fresh pet food while separating established evidence, emerging research, formulation decisions and individual observations.
The goal is useful, citable explanation without turning nutritional hypotheses or individual experiences into unsupported medical claims.
Evidence model
Four labels for clearer nutrition claims
Established Evidence
Supported by established nutritional or veterinary knowledge.
Emerging Evidence
Relevant research where uncertainty still matters.
Formulation Decision
A documented CaniBowl product choice; not itself proof of a clinical result.
Individual Observation
Useful context from one pet that should not be generalized as causation.
Knowledge library
Pet nutrition questions we are building around
What Is Functional Fresh Pet Food?
How everyday nutrition, functional objectives and veterinary treatment differ.
What Is Bioscience Pet Nutrition?
The framework CaniBowl uses to connect evidence, formulation, pet context and observations.
Complete and Balanced Pet Food
What nutritional completeness means and why species and life stage matter.
Fresh Food for Cats & Taurine
Why feline nutritional requirements need species-specific formulation.
Fresh Pet Food Safety
Preparation, processing, packaging, storage and handling as separate food-safety controls.
Fresh Dog Food vs Kibble
What actually changes — and what cannot be inferred from format alone.
Single-Protein Diets
When ingredient simplicity may be useful and why it is not the same as a diagnostic elimination diet.
Sensitive Stomach Nutrition
How digestibility, structured diet trials and clinical context matter when gastrointestinal signs persist.
Senior Pet Nutrition
How energy needs, body condition, muscle mass and digestibility can change with ageing.
Low-Temperature Cooking & Nutrients
What current evidence supports — and does not support — about heat, nutrient retention and full-process effects.
Processing Evidence Protocol
How CaniBowl plans to test pre-cook, post-cook and post-retort samples before making quantitative processing claims.
Publishing standard
How CaniBowl science answers are structured
Each substantive science answer begins with a direct answer, then shows supporting evidence, CaniBowl's application, limitations and sources.
Where evidence is uncertain, the uncertainty remains visible. Where an observation applies to one pet, it is not rewritten as a general causal claim.
Published articles include visible source references appropriate to the claim being made.
Clinical boundary
Nutrition information is not veterinary diagnosis
CaniBowl provides pet food and nutrition information. Pets with diagnosed disease, persistent symptoms, medication use or other clinical concerns should receive appropriate veterinary guidance.
Content lead: Corwin Lim
Founder, CaniBowl · Pet Nutritionist · Pet Baking Technician
Start here
Learn the CaniBowl nutrition framework.
Begin with Bioscience Pet Nutrition, then explore how it applies to functional fresh pet food.
Read the framework