The mission
Most pet owners want to feed their dogs and cats well, and most have no reliable way to evaluate whether a given food is actually any good. The existing landscape is a mess: brand marketing dressed up as nutrition advice, sponsored review sites, vet recommendations that vary wildly from clinic to clinic, and pet-owner forums full of strongly-held opinions that contradict each other. Meanwhile, the information that would actually answer the question — what's in the bag, and what does that mean — sits buried in ingredient panels that most people don't know how to read.
KibbleIQ exists to close that gap. The goal is to be the place pet owners can go to get an objective, rubric-based, reproducible analysis of what's in their pet's food — same criteria applied to every brand, no pay-for-placement, no surprises.
Why the site exists
The pet food industry is huge, the marketing budgets are larger, and the gap between what the packaging says and what's actually inside is often significant. A bag can read "natural" while listing artificial preservatives. A brand can describe itself as "vet recommended" while the top five ingredients are corn, wheat, and by-product meal. "Premium" means whatever the marketing team decides it means.
The analyzer cuts through that. Paste an ingredient list — or search a brand — and get the same rubric applied every time. Score, grade, what the formula does well, what it does poorly, and how it compares to alternatives. No ranked sponsored picks. No "editor's choice" badges sold by the highest bidder. Just the ingredient list, evaluated against published nutrition science, the same way for every brand.
Our editorial standards
These are the rules we hold ourselves to. If we ever break one, we'll update this page and explain why.
- No paid brand placements, ever. A brand cannot buy a higher score, a better placement on a guide, or a more favorable review. We don't offer paid promotion as a service, and we don't accept it if offered.
- No sponsored content. No brand-written articles, no "partner content," no advertorials. Every word on the site is written by us.
- No free products accepted for review. We don't take free bags from brands, ever. Every product we review is evaluated against the publicly available ingredient list as printed on the bag or the manufacturer's website.
- Affiliate disclosure. Some outbound links on KibbleIQ — particularly "Shop on Amazon" buttons in our buying guides — are affiliate links. If you purchase through those links, we may earn a small commission at no extra cost to you. This supports the site but does not, and will not, influence which brands we recommend, how we score them, or where they rank. Our editorial decisions are made before any commercial relationship is considered.
- Reproducible scoring. Every score comes from the same process: the published ingredient list run against our scoring rubric, with the AI analyzer set to a deterministic temperature so the same input always produces the same output. If you want to check our work, the rubric is documented in full on our methodology page. If a score ever changes, it's because the formula changed, the rubric was updated, or we caught a data error — and we'll note it in our changelog.
How the site works
KibbleIQ runs on an AI-powered ingredient analyzer. When you paste an ingredient list or search for a brand, the analyzer applies our scoring rubric and returns a grade, a score, and a breakdown of what's in the food. The analyzer is built on Claude, an AI model from Anthropic, and is configured to run in deterministic mode — the same ingredient list produces the same grade, every time.
Under the hood, we maintain a curated database of verified ingredient lists. When a brand is in our database, the analyzer runs against the exact ingredient list we've captured from the manufacturer's own website or official labeling. For brands not yet in the database, the analyzer falls back to what the model knows about that brand's typical formula. Over time, we expand coverage and verify more products directly.
Our blog articles — reviews, comparisons, and buying guides — are written with AI-assisted drafting using our own scoring output and verified ingredient data as the source material, then edited and reviewed before publication. The scores in those articles are not estimates. They come from the same live analyzer that powers the public tool. If the analyzer says a food scores 78, the review says 78.
Our full methodology page goes deeper on the rubric, the grade scale, the database, and the limits of what our scoring does and does not evaluate.
Who's behind KibbleIQ
KibbleIQ was founded by Adam B. in 2026. He built the site after getting frustrated trying to evaluate what was actually in the food he was feeding his own pets — the information was scattered, biased, or behind a paywall, and the reviews that did exist were usually sponsored. The gap felt fixable. The site is independently owned and operated, with no outside investors, no parent company, and no obligations to any pet food brand or retailer.
As the site grows, so will the team — but the editorial standards above are not going to change. Independence is the entire point of the site; selling it off would mean there was no site left worth running.
Contact
Questions, corrections, ingredient-list tips, media inquiries, or anything else: support@kibbleiq.com.
If you've spotted an error in a review — an ingredient list that looks outdated, a score that doesn't seem to match the rubric, a broken link — please let us know. Corrections are treated as high priority. Same for any reformulation we haven't caught yet. Our goal is for every published review to reflect the current formula, and reader tips are one of the best ways we find out when something has changed.
A note on what we're not
KibbleIQ is not a veterinary clinic. We do not diagnose, treat, or advise on medical conditions. A food's grade tells you something about the general quality of its ingredient list — it does not tell you whether that food is right for your specific pet. If your dog or cat has allergies, kidney disease, pancreatitis, weight management needs, breed-specific sensitivities, or any other condition that affects nutrition, please work with your vet. Our scoring is one input into a feeding decision, not the only one.