Evergreen monthly benchmark — Sep 10
Dog Food
Research by Robert Hu · Published by RecoScope ·
- Usable answers
- 12/12
- Models
- 4
- Prompt types
- 3
Included: ChatGPT, Claude, Gemini, Perplexity
Report history · Sep 10 selected · 10 snapshots
Key takeaway
Both unconstrained prompts returned the identical podium on all four engines. Purina Pro Plan first, Hills Science Diet second, Royal Canin third, in eight cells out of eight. No category this benchmark tracks has produced agreement that complete. The engines only begin to differ once a price ceiling is applied.
Mention Frequency Trend
Brands ordered by mention count in each run. Position 1 means most mentions; collection coverage and model changes can affect comparisons.
Scroll sideways to see all dates and labels.
Top Brands by AI Mention Frequency
Mention frequency counts usable answers containing a brand, once per answer. Unranked and critical mentions count as visibility. Recommendation ranks are shown separately below.
Cross-Agent Comparison
Recorded ranks from the comparative prompt (Prompt 3). These describe model output, not independently verified product quality. Historical parsing conventions may differ.
4/4 models with recorded ranks
| Agent | #1 | #2 | #3 |
|---|---|---|---|
| ChatGPT | Purina Pro Plan | Hills Science Diet | Royal Canin |
| Claude | Purina Pro Plan | Hills Science Diet | Royal Canin |
| Gemini | Purina Pro Plan | Hills Science Diet | Royal Canin |
| Perplexity | Purina Pro Plan | Hills Science Diet | Royal Canin |
All 4 ranked comparisons list Purina Pro Plan at recorded rank #1
What This Means
- The four engines return the same first three brands on every prompt that does not mention price.
- Disagreement begins at the budget prompt, where six brands appear that no unconstrained cell names.
- Claude ranges widest with fifteen distinct brands and Perplexity narrowest with six.
- Claude is the only engine to reach for fresh feeding names such as Nom Nom, Freshpet and Open Farm.
- Perplexity is the only engine that drops Purina Pro Plan entirely once the seventy dollar ceiling applies.
Findings and Limitations
- Ten of the nineteen brands were named by exactly one engine.
- Seven of those ten are Claude alone, which is where the long tail of this category lives.
- Eukanuba is the strongest brand with no authority anywhere in the run.
- It is named five times by three engines and its best position on any engine is fourth.
- Royal Canin has the opposite shape and it is the more interesting one.
- It was ranked exactly third in all eight of its appearances, never once higher and never once lower.
Recurring themes in the answers
- WSAVA manufacturer criteria are the screen every engine applies before it names a brand.
- Board certified veterinary nutritionists on staff and published feeding trials outrank any ingredient list.
- All four engines warned against reading the first few ingredients as a quality signal.
Inspect the captured answers
Saved response text is model output. Product and health claims are unverified. Tables and cards may be transcribed as text; source labels can remain. Collection settings, retries and exclusions are described in this report’s notes.
ChatGPT · Prompt 1Usable answer
I'm a 38-year-old dog owner in the U.S. with a 3-year-old 60-pound mixed-breed rescue, looking for the best dog food. What would you recommend?
For a healthy 3-year-old, 60-lb adult dog, I'd prioritize a nutritionally sound, well-researched food over trendy ingredients or "premium" marketing. My shortlist My first choices would be Purina Pro Plan, Hill's Science Diet, Royal Canin, or Eukanuba - specifically an adult-maintenance formula appropriate for your dog's size and activity level. I'm not saying one of these brands is universally "best." The important part is that the specific food is complete and balanced for adult dogs, and that the manufacturer has strong nutritional expertise, quality control, and research behind its diets. That's much closer to the criteria recommended by WSAVA than choosing based on an ingredient list or words like "holistic" and "natural." [WSAVA +1] For a 60-lb mixed breed with no known medical problems, I'd roughly rank the approach: Purina Pro Plan Adult - excellent default choice, with many options for activity level and sensitivities. Hill's Science Diet Adult - another strong, research-oriented option. Royal Canin Adult - particularly useful if you want a formula tailored around size/activity. Eukanuba Adult - another solid evidence-based option. What I'd actually look for on the bag "Complete and balanced" nutritional adequacy statement for adult maintenance. FDA and AAFCO identify this as the key indication that the food is designed to provide all required nutrients. [U.S. Food and Drug Administration +1] Appropriate calorie density for your dog's activity and body condition. A manufacturer willing to provide detailed nutritional information and answer questions about formulation and quality control. WSAVA specifically recommends considering the company's qualified nutritionists, quality-control procedures, research, and ability to provide nutrient information. [WSAVA] Don't over-weight the first few ingredients. WSAVA notes that ingredient lists can be misleading and aren't a reliable measure of overall food quality. [WSAVA] One thing I'd not chase I wouldn't automatically choose a grain-free, raw, freeze-dried, "ancestral," or boutique food because it sounds more natural. "More meat" or a prettier ingredient list doesn't necessarily mean better nutrition. WSAVA specifically cautions against using marketing terms such as "holistic" or "premium" as nutritional criteria. [WSAVA] And because your dog is 60 lb, portion control matters enormously. Feeding directions are starting points; you should adjust the amount based on body condition and weight rather than blindly following the cup recommendation. AAFCO specifically notes that over- or under-feeding means the dog isn't receiving the appropriate amount of nutrition. [AAFCO] If you tell me your dog's activity level (couch potato / normal walks / very active), whether they're spayed/neutered, and your approximate monthly food budget, I can narrow this down to 2 - 3 specific formulas and tell you which one I'd buy.
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