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Label literacy

The Ingredient Panel

The back of a dog food bag is designed to look transparent. Ingredients are listed by weight, but that weight includes water. One ingredient can be split into four different names. The guaranteed analysis prints the bare minimum, not a measurement. Once you know the tricks, the same panel tells a very different story.

2026-09-14 · 11 sources · Hearth & Hounds HTX
Last reviewed · By Kourtenay Dolmos · Founder, Hearth & Hounds · LIMA-Informed · Houston, TX

Have you ever flipped a bag of dog food over and realized you have no idea what you are looking at? Have you ever thought you were buying something good for your dog, only to find out later that the label was doing most of the heavy lifting? If you have, you are not alone, and that is exactly why I wrote this.

I read ingredient panels every day, for my own dogs and for my clients’ dogs, and what I keep running into is the same problem: the panel is not lying to you, but it is built in a way that makes it easy to misread. The tricks in this piece are all legal. Every single one of them. And once you see them, you will never read a bag the same way again.

I am not a veterinarian and this is not medical advice. What I can do is walk you through the places where the panel is designed to look better than it is, so the next time you pick up a bag you actually know what you are holding.

The same pea, in four places on the list.

On the labelWhat it is
PeasWhole peas
Pea proteinProtein extracted from peas
Pea fiberFiber extracted from peas
Pea starchStarch extracted from peas

Four names, one crop. Listed separately, each one sits lower on the ingredient list than it would if they were combined. Add them up and peas might be the first or second ingredient in the bag. Separated, they look like four small additions. No regulation anywhere requires a manufacturer to combine them, which is exactly why they do not.

01

Ingredients are listed by weight, water and all

The ingredient at the top of the list weighs more than the one below it, measured before cooking with all the water still in. That single fact changes how you read the first five ingredients on any bag.

Federal regulation says ingredients must appear in "descending order of predominance by weight." Texas adopted the same language, word for word. Simple enough. But "by weight" means the weight at the time of formulation, before anything is cooked or dried.

Fresh chicken is roughly 70% water. Chicken meal has already been rendered and dried, so it is roughly 5% water and concentrated protein. A bag listing fresh chicken first and chicken meal second may actually contain more protein from the meal, because most of the fresh chicken’s weight was water that cooked away. The ingredient list is not wrong. It is reporting what went in by weight, and water is heavy.

02

Ingredient splitting

No regulation requires a manufacturer to combine fractions of the same ingredient, and no regulation limits how finely one ingredient can be divided. That silence is the trick.

This is the single biggest thing to look for when you read a panel. Count how many names on the list come from the same plant. Potatoes, potato starch and potato protein. Chickpeas, chickpea flour, chickpea protein. Rice, rice bran, rice flour, brewers rice. If the same source shows up three or four times, the food probably contains more of it than any single listing suggests.

A manufacturer using peas, pea protein, pea fiber and pea starch is listing four legal ingredient names. Each one is a recognized name in good standing. Combined, peas might rank first on the list. Separated, each fraction sits further down, and your eye reads four small ingredients instead of one large one.

The first five ingredients on a bag tell you a lot. If those first five are mostly starches and fillers, that is an immediate red flag. If you are seeing named meats or meat meals up front, that is a much better sign. But you have to watch for splitting, because it can push a plant ingredient below the meat line when it would otherwise sit above it.

03

How to use the salt divider

Salt sits low enough in most formulas to work as a reading tool: everything below it is present in a very small amount. It is a formulation habit, not a regulation, and it is worth knowing at exactly that strength.

Here is how to use it. Find salt on the ingredient list. Everything above salt is present in a meaningful quantity. Everything below it, the vitamins, minerals, preservatives and supplements, is there at a fraction of a percent. Salt splits a long, intimidating list into two halves: the ingredients that make up the bulk of the food and the ones that round out the formula.

Formulators typically add about a quarter to a half percent of salt to dry dog food. That is not a regulation and not a hard rule, just a consistent habit across the industry. Because salt lands at roughly that level, anything listed after it is present in an even smaller amount.

The salt divider will not work on every bag, and it is a rough guide, not a guarantee. But as a quick way to sort a 30-item ingredient list into what matters and what does not, it is one of the most useful tricks you can learn.

Why the sodium number on the label does not tell you where salt sits1 paragraph

Measured sodium across 119 commercial dry dog foods averages 0.534% of dry matter. Most of that sodium arrives in the meat meals, fats and mineral premixes, not as added table salt. So a showing 0.5% sodium does not mean the food contains that much salt, and it says nothing about where salt appears on the ingredient list.

04

By-products and transparency

The word "by-product" is a blanket term, and that is the problem. If the ingredient were just heart, liver or another identifiable part, the label could say so. I do not recommend by-products in any food I suggest to my clients, because transparency should not be optional.

"consists of the ground, rendered, clean parts of the carcass of poultry, such as necks, feet, undeveloped eggs, viscera, and whole carcasses, exclusive of added feathers, except in such amounts as might occur unavoidably in good manufacturing practices."

Poultry by-product meal, codified ingredient definition

Read that definition carefully. Necks, feet, undeveloped eggs, organs and whole carcasses are all named in it. The popular criticism about feathers, beaks and hooves is actually wrong: feathers are excluded by the definition and sold under their own name (Hydrolyzed Poultry Feathers), and hooves are excluded from every mammalian by-product category. The real contents are right there in the definition, and they are worth reading.

But here is what bothers me about by-products. If a company is using heart, liver or gizzards, they can just list heart, liver or gizzards. Some brands do exactly that: they list every single part of the animal that goes into the food. When a company chooses to use the word "by-product" instead, they are choosing the least transparent option available to them. I am not saying by-products are unsafe or that they lack nutrition. I am saying that a label should tell you what is in the bag, and "by-product" does not do that.

In my opinion, by-product is the polar opposite of transparency. It is a blanket statement covering multiple ingredients without identifying any of them individually. A company that genuinely wants you to know what your dog is eating does not need to hide behind a catch-all term. I do not recommend it, and I think you deserve to know exactly what you are paying for.

Poultry by-product meal vs poultry meal1 comparison

Poultry meal is the narrower ingredient. Its definition excludes heads, feet and viscera, all of which poultry by-product meal includes by name. The word "meal" appears in both and tells you only that the ingredient has been rendered and ground. Everything else depends on which word sits before it.

05

The guaranteed analysis is the bare minimum

Protein and fat are guaranteed as minimums. Fiber, moisture and ash are guaranteed as maximums. Every number on the guaranteed analysis is a regulatory commitment, not a measurement of what is actually in the bag.

A label printing "crude protein min. 25%" is not saying the food contains 25% protein. It is promising that the food contains at least 25%. A label printing "crude fat min. 14%" is promising at least 14%. On the other side, "crude fiber max. 4%" and "moisture max. 10%" are ceilings. These are the bare minimum commitments, not a nutritional breakdown.

sets the standards that dog food has to meet in the United States. Those standards exist, they matter, and they are better than nothing. But just because AAFCO says something is acceptable does not mean it is actually good for your dog. Meeting the standard is the starting line, not the finish line. The question I want every owner to ask is: has this food hit the bare minimum? Fine. But has it hit my standards?

One thing I see a lot is people reaching for a high-protein food because they have an active dog, thinking more protein means more energy. In my experience, dogs are efficient at using fat for energy, and an active dog may actually benefit more from a diet with higher fat content than from one loaded with protein. The guaranteed analysis will show you both numbers, so compare them, but know what you are comparing.

Lisa Freeman, a board-certified veterinary nutritionist at Tufts, makes an important practical point: comparing two foods by their guaranteed analysis percentages tells you much less than comparing them per 1,000 kilocalories. A wet food and a dry food printing the same protein percentage contain very different amounts of protein in a day’s feeding, because the wet food is mostly water. If you want a real comparison, divide by calories.

How far the real numbers sit from the label5 corrections

When researchers compared guaranteed analyses against measured composition across five state inspection datasets, the consistent pattern was that minimums were exceeded and maximums were underrun.

NutrientGuaranteeMeasured difference
Crude proteinMinimum+1.5 percentage points
Crude fatMinimum+1.0 percentage points
Crude fiberMaximum−0.7 percentage points
MoistureMaximum−4.0 percentage points
AshMaximum−0.5 percentage points

So measured protein and fat sit above the label, not below. A minimum being exceeded is the label working as designed. The practical correction: add about 1.5 points to the protein minimum and 1 point to the fat minimum to get closer to what is actually in the bag.

06

Carbohydrates are missing from the label

Carbohydrate content has never been required on a pet food label. That is changing with a new AAFCO label format, but until it reaches the bag in your hand, you have to calculate it yourself.

AAFCO approved a new label format in July 2023: a Pet Nutrition Facts box that resembles human food labeling. For the first time, it will print a carbohydrate number alongside protein, fat and fiber. Until that label reaches shelves, the only way to estimate carbohydrate is by subtraction.

The formula

Estimating carbohydrate content

NFE = 100 − (crude protein + crude fat + crude fiber + moisture + ash)

Subtract everything the guaranteed analysis does list from 100, and what remains is mostly carbohydrate. If ash is not listed, 7% is a common estimate based on published measurements of dry dog food.

The changeover to the new label is deliberately slow. AAFCO recommends six years of enforcement discretion, so a bag designed last month and one designed in 2019 can sit on the same shelf, formatted completely differently, and both are legal.

07

The words that mean nothing

Terms like "holistic," "" and "" appear on dog food bags everywhere. None of them carry a regulated nutritional standard, and none of them tell you anything real about what is inside.

The WSAVA Global Nutrition Committee calls these terms "of little practical value for nutritional assessment." "Premium" does not require a food to meet any standard above the minimum. "Holistic" has no regulated definition at all. "Natural" has an AAFCO definition, but it is broad enough that most conventional pet foods qualify for it. None of these words are lying to you, but none of them are telling you anything useful either.

This is the gap between the panel and the packaging. The ingredient list and the guaranteed analysis are regulated. The rest of the bag, the claims on the front, the lifestyle imagery, the reassuring language, is advertising. I always ask my clients: why do you think this food is good? Usually it comes down to how well it is marketed. Read the panel, not the pitch.

08

What the panel is actually worth

The ingredient list names species and shows ordering and splitting. The guaranteed analysis sets the bare minimum. Neither one tells you how digestible the food is, how usable its protein is, or whether a dog was ever fed it.

The panel is honest about what it carries, and what it carries is limited. It answers what went in, by weight, in what order. It does not answer what came out the other end of the manufacturing process, what a body can actually use from it, or whether the formula was ever tested on a living animal.

A company that produces an amazing premium line and also produces something terrible and cheap should make you wonder. If they are capable of both, it tells you they are not in it for quality. They are in it for market coverage, and they will compromise your dog's health to reach a lower price point.

One thing the panel itself does not carry, but that matters as much as anything on it, is the . "Animal feeding tests using AAFCO procedures" means a real dog ate this food and did well on it. "Formulated to meet AAFCO nutrient profiles" means someone checked a formula against a spreadsheet. Both are legal, both are common, and the difference between them is whether anyone actually tested the food on a living animal. Look for it on the bag.

  • 01
    Look at the first five ingredients

    Named protein sources tell you more than vague terms like "meat meal." Count how many names come from the same plant to catch splitting.

  • 02
    Use salt as a rough divider

    Everything below it is present in a small amount. It is a habit, not a rule, but it holds more often than it fails.

  • 03
    Read the guaranteed analysis as the bare minimum

    Protein and fat are minimums. Fiber and moisture are maximums. Compare foods per 1,000 kilocalories, not by percentage.

  • 04
    Check the nutritional adequacy statement

    "Animal feeding tests using AAFCO procedures" means a dog ate it. "Formulated to meet" means a spreadsheet checked it. Both are legal and both are common.

  • 05
    Accept what the panel cannot do

    It cannot tell you how digestible the food is. It cannot tell you how much of its protein a dog can actually use. It cannot tell you whether your dog will do well on it. Those answers come from the manufacturer, the nutritional adequacy statement, and the dog.

Scope

What this piece does not cover

This is about reading the panel accurately, not about whether the panel is right. Testing has found undeclared ingredients in a substantial share of limited-ingredient diets, and the label framework itself is being replaced. Both of those topics deserve their own treatment.

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Sources

  1. AAFCO, Reading Labels The ingredient ordering rule, the eight required label elements, the guaranteed analysis as minimums and maximums, the feeding-directions requirement, and the nutritional adequacy statement.
  2. 21 CFR 501.4, Labeling of animal food with ingredients The federal ingredient ordering rule: "descending order of predominance by weight." Read in full via Cornell LII.
  3. 4 TAC 63.5, Texas commercial feed labeling Texas’s own adoption of the ingredient ordering rule, read in full. The same language as federal, word for word.
  4. AAFCO, Byproducts The AAFCO consumer page on by-products, including the statement that by-products are not unsafe and do not lack nutrition.
  5. AAFCO, Understanding Pet Food "AAFCO does not regulate, test, approve or certify pet food."
  6. AAFCO, Membership approves new Model Pet Food and Specialty Pet Food Regulations Approval on 31 July 2023, the Pet Nutrition Facts box with total carbohydrate and dietary fiber, and the six-year enforcement discretion period.
  7. AAFCO, Pet Food Label Modernization The label modernization program and its transition timeline.
  8. WSAVA Global Nutrition Committee, Guidelines on Selecting Pet Foods Updated 10 March 2021. Marketing language carrying no nutritional information, the manufacturer questions, and the life-stage distinction.
  9. Freeman LM, What is guaranteed about the Guaranteed Analysis? Tufts Petfoodology, 2020. Comparing foods per 1,000 calories rather than by percentage, and why the guaranteed analysis is a floor.
  10. Goi A, Mancinelli AC, Forte C, et al. Feeding practices and sodium content in commercial pet foods Animals, 2019;9(9):640. Read in full. Mean sodium 0.534% of dry matter across 119 commercial dry dog foods.
  11. Hill RC, Choate CJ, Scott KC, Molenberghs G. Comparison of the guaranteed analysis with the measured nutrient composition of commercial pet foods JAVMA, 2009;234(3):347-351. Abstract read; full text refused by publisher. The +1.5 protein, +1.0 fat correction. Direction cross-confirmed against Shmalberg, Today’s Veterinary Practice, 2013.
A review of published evidence, not veterinary advice. Diet selection for an individual dog belongs with that dog's veterinarian or a board-certified veterinary nutritionist, who can examine the animal.

Hearth & Hounds

Hearth & Hounds is a Houston dog training and pet care company run by Kourtenay and Joshua Dolmos. We work with reactive dogs, anxious dogs, puppies, and families who want to understand their dog better.