What do recent pet nutrition studies say about feeding organic dog food versus standard commercial brands on a budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do recent pet nutrition studies say about feeding organic dog food versus standard commercial brands on a budget?
3 real searches · 1 real-search pass
recent 2024 2025 2026 research organic dog food versus conventional commercial dog food health outcomes nutritional qualityGoogle ↗
OBSERVEDComparison
peer reviewed studies organic versus conventional dog food nutrition health outcomes dogs organic pet food evidenceGoogle ↗
OBSERVEDComparison
veterinary nutrition guidance choosing dog food nutritional adequacy AAFCO WSAVA budget organic labelGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
recent 2024 2025 2026 research organic dog food versus conventional commercial dog food health outcomes nutritional quality Google ↗
peer reviewed studies organic versus conventional dog food nutrition health outcomes dogs organic pet food evidence Google ↗
veterinary nutrition guidance choosing dog food nutritional adequacy AAFCO WSAVA budget organic label Google ↗
- Association Between Diet Type and Owner‐Reported Health Conditions in Dogs in the Dog Aging Project - Ortiz - 2025 - Journal of Veterinary Internal Medicine · onlinelibrary.wiley.com
- Association Between Diet Type and Owner-Reported Health Conditions in Dogs in the Dog Aging Project · pubmed.ncbi.nlm.nih.gov
- Evaluation of mineral digestibility and physiological status in adult dogs fed an organic mineral-based diet. · pubmed.ncbi.nlm.nih.gov
- Frontiers | Diet-induced metabolic and faecal microbiome responses in pet dogs fed a minimally processed versus extruded kibble diet · frontiersin.org
- Organic · aafco.org
- Labeling Organic Products · ams.usda.gov
- GNC_Guidelines_120421 · wsava.org
- Nutrition Guidelines · wsava.org
- Findings from the Dog Aging Project: home-prepared diets for companion dogs feature diverse ingredients, and few are nutritionally complete in: American Journal of Veterinary Research Volume 86: Issue 11 (2025) · doi.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
recent 2024 2025 2026 research organic dog food versus conventional commercial dog food health outcomes nutritional quality OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
peer reviewed studies organic versus conventional dog food nutrition health outcomes dogs organic pet food evidence OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
veterinary nutrition guidance choosing dog food nutritional adequacy AAFCO WSAVA budget organic label OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |