PetLabelIQ
Consumer Intelligence · Dog Nutrition
A New Kind of Label Reader

What if the
bag told
the truth?

Every dog food bag sounds convincing. "High protein." "Natural." "Real meat first." PetLabelIQ shows you two things side by side: how much the label actually tells you, and how much the brand has actually proven. Plus what the food really costs per 1,000 calories.

Search Your Dog's Food Free · No account required · Beta access
How it works
01
Find the food
Search by brand or product. Not listed? Type in what's printed on the bag.
02
See two scores
Label detail and Proven, shown side by side and never blended into one grade.
03
Check the real cost
Enter the shelf price and see the cost per 1,000 calories, so bags of any size compare fairly.
04
Save it, ask better questions
Take the full report home, with the questions worth asking your vet, retailer, or the brand.
Tool Preview
One screen.
Two honest numbers.

Built to be read in the aisle. Every line on the card tells you how we know it: stated by the brand, calculated from the label, estimated from published research, or not known at all. When something can't be known from a label, we say so, and give you the question to ask.

Search Your Dog's Food

Marketing is not a nutrition label.

Dog owners are asked to make real nutrition decisions from front-of-bag claims. But "high protein" does not tell you protein quality. "Real meat first" does not tell you what dominates the formula after processing. "Premium" may not tell you anything specific.

PetLabelIQ was built to translate the label behind the marketing. It does not tell you what to feed. It helps you understand what you are looking at.

Some claims are meaningful. Some are mostly shelf language. PetLabelIQ helps you tell the difference.

"Curious what your dog's food looks like when the marketing is stripped away?"
PetLabelIQ — Core Purpose

Six questions the bag never answers on its own.

Questions worth asking of any bag. PetLabelIQ answers the ones a label can answer, and tells you plainly which ones it can't.

Is the protein named, so you know where it comes from?
How many ingredients could be supplying the protein: two, or nine?
How much of the food is carbohydrate once the water is taken out?
Does protein quality hold up beyond the percentage on the label?
What does the food really cost per 1,000 calories?
Does the brand publish the data behind its claims, or leave the claim unsupported?

The words on the bag
are not the whole story.

PetLabelIQ does not just read the claim. It asks what the claim depends on.

The bag says
What to actually ask
"Real meat first."
First by weight before processing — which changes substantially once moisture is removed. What are ingredients two through five?
"High protein."
The percentage measures nitrogen, not usable protein. The source matters as much as the number — and can be inflated by plant proteins or generic meal.
"Premium ingredients."
No regulatory definition. Any brand can use this phrase on any product at any price point. The ingredient panel is where the real evaluation starts.
"Vet formulated."
Not the same as a board-certified veterinary nutritionist named on staff. Who formulated it? Are they credentialed — and are they named?
"Natural."
Has a regulatory definition — but synthetic vitamins and minerals are permitted alongside it. Look for the supplement tail at the end of the ingredient list.
"Complete and balanced."
Confirms the food meets regulatory minimums to be sold. That is the entry requirement for every dog food on the shelf — not a mark of quality above it.

Every brand scored by the same framework. Including ours.

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How the scoring works.

Two scores, never added together. A food can describe itself in great detail and have proven very little, or say little and have measured a lot. Blending those into one grade would hide exactly what you need to know. Cost is shown alongside, so you can weigh it yourself.

0–100

Label detail

How much the label tells you about the food, and how precisely. It measures information, not quality.

  • Protein, up to 40. How concentrated it is, how early the first protein source appears, and how many ingredients could be supplying it.
  • Fat and carbohydrate, up to 30. The structure of the food once the water is taken out.
  • Ingredient specificity, up to 30. "Chicken liver" tells you more than "chicken," which tells you more than "poultry meal" or "animal fat."
0–7

Proven

How many of seven key measurements the brand has actually published. A label is a claim. A published measurement is evidence.

Each one is listed below. Where we have not yet checked a brand's materials, the app says "not checked yet" rather than counting it against them.

$ / 1,000

Cost per 1,000 calories

Enter the shelf price and bag size. We divide by the calories on the label, so a small bag of dense food and a large bag of lighter food compare fairly.

Calculated from your numbers and the label. It is a property of the food, not of any one dog.

Every number carries its source.

Most brands do not publish the data that would settle these questions. So every line in the app is tagged with how we know it, and a range is shown wherever the answer is not exact.

Stated

The brand says so

Printed on the label or published by the brand: the guaranteed analysis, calories, a published amino acid panel.

Declared
Calculated

Arithmetic from the label

Dry-matter protein, carbohydrate by difference, protein per 1,000 calories. Never shown as more precise than the numbers it comes from.

Derived
Estimated

Modelled from research

Used when the brand has not published a measurement, such as protein digestibility estimated from how the food is made. Always a range, never a single number.

Predicted
Not known

A label can't tell you

Some things cannot be established from a label at all. We say so, and give you the question to ask the brand.

Unknown

Neither number is a verdict.

Read them together. Here is what the combinations usually mean.

High label detail · High proven

The label is specific, and the brand has published measurements to back it up. You have the most to go on.

High label detail · Low proven

The label tells you a lot, but little has been measured and published. Good questions to ask the brand.

Low label detail · High proven

The label is vague, but the brand has measured and published key results. Look at what was measured.

Low label detail · Low proven

There is not much to go on either way. That is not proof of a problem, but it leaves you relying on trust.

What a brand says and what it has measured are different things.

Some brands publish the data behind their claims. Some do not. A company can have a decent formula and release almost nothing to substantiate it. Another may publish digestibility results and full amino acid panels.

That is why Proven is its own score, kept apart from Label detail, so you can see what the label describes and how much the brand has put behind it.

"We built this tool because we believe every dog owner deserves to see past the marketing on every bag — including ours. The same criteria, the same methodology. No exceptions."

NOBL Foods — Transparency Disclosure
Each one published earns a point
  1. Third-party nutrient analysis

    A lab measurement of what the food actually contains, not just the legal minimums and maximums on the bag.

  2. Essential amino acid profile

    Moves protein quality from estimate to measurement. As of October 2026, 65 of the 239 products in our catalog (27%) have published one.

  3. Amino acid basis stated

    Whether the figures are as fed or dry matter. The two readings can differ a lot.

  4. Digestibility measured

    A measured result for this specific food, rather than our estimate from how it is made.

  5. Digestibility measure named

    Protein, fat, energy or total. "90% digestible" means little until you know which one.

  6. EPA and DHA guaranteed

    A guaranteed amount of these omega-3s, not just "contains omega-3."

  7. Feeding trial

    An AAFCO feeding trial, rather than formulation to a nutrient profile alone. More rigorous, and more expensive.

We are still working through brands' published materials. Until a brand has been checked, the app shows "not checked yet," never a zero.

Built by someone who has made the bags.

PetLabelIQ was created by Jim Galovski, founder of NOBL Foods, after three decades in the pet food industry, including Nestlé Purina, Royal Canin and Blue Buffalo.

NOBL Foods makes dog food, so we have an obvious interest. That is why every brand, ours included, is scored by the same published rules, and why the app shows its sources and its gaps on every result.

Start reading the
bag differently.

PetLabelIQ is a free label reader for dog food. Search a product or type in the label, see how much it tells you and how much has been proven, and check what it really costs per 1,000 calories.

Search Your Dog's Food

Developed by NOBL Foods · All brands scored identically · Not veterinary advice
Each result shows its data source and date · Educational use only
Scores are based on label data, the guaranteed analysis, the ingredient list, and data brands have published.