Evergreen monthly benchmark — Oct 19
Dog Food
Research by Robert Hu · Published by RecoScope ·
- Usable answers
- 9/12
- Models
- 3
- Prompt types
- 3
Included: Claude, Gemini, Perplexity
Unavailable answers from ChatGPT are excluded from mention counts. See the collection notes for coverage limitations.
Report history · Oct 19 selected · 10 snapshots
Key takeaway
Purina Pro Plan appears in 8 of 9 usable answers, followed by Hill’s Science Diet in 7. All three completed brand comparisons give them first and second place, with Royal Canin third. Purina ONE appears in all 3 usable budget answers. ChatGPT’s 3 cells failed twice each, leaving 9 of 12 answers usable. Results are a visibility snapshot, not verified feeding advice.
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.
3/4 models with recorded ranks
IAMS has a mention count of 5 but is outside the displayed comparison. Mention frequency and response rank measure different things.
| Agent | #1 | #2 | #3 |
|---|---|---|---|
| ChatGPT | Unavailable | ||
| Claude | Purina Pro Plan | Hill's Science Diet | Royal Canin |
| Gemini | Purina Pro Plan | Hill's Science Diet | Royal Canin |
| Perplexity | Purina Pro Plan | Hill's Science Diet | Royal Canin |
IAMS·5 mentions, outside the displayed comparison | |||
All 3 ranked comparisons list Purina Pro Plan at recorded rank #1
What This Means
- Claude, Gemini and Perplexity all rank Purina Pro Plan first, Hill’s Science Diet second and Royal Canin third in P3.
- Claude stops at three brands; Gemini shares fourth between Purina ONE and IAMS; Perplexity places Nature’s Recipe fourth and JustFoodForDogs fifth.
- Gemini P1 has numbered category-best headings followed by an unnumbered table; these supply no overall ranks.
- Perplexity’s unnumbered first-choice prose is not converted into numeric rank.
- ChatGPT contributes no usable answers.
Findings and Limitations
- Reduced coverage: all three ChatGPT cells are unavailable after an initial attempt and one fresh Temporary Chat retry each returned a loading error.
- The user approved Temporary Chat without separately verified Unpersonalized mode because the switch is no longer exposed.
- Claude is Free versus Pro in the prior Dog Food run; Perplexity advanced-search preview appears only in P1.
- Gemini P1 has a malformed joined introduction and 38-pound reference; this is retained rather than repaired.
- Suggested prices, bag sizes and formula details can conflict.
- The models’ large-breed, activity, feeding-quantity and WSAVA-compliance assumptions are not established facts.
- No historical movement inference is supported.
Recurring themes in the answers
- Answers repeatedly emphasize adult-maintenance nutritional adequacy, manufacturer research and quality control, individual body condition, gradual transitions and cost per pound.
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 1Unavailable or excluded
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?
[UNAVAILABLE — ChatGPT response loading failure] The initial fresh Temporary Chat and one fresh Temporary Chat retry both displayed “This response couldn’t load.” Free tier, Think off. The user approved Temporary Chat only because the separate Unpersonalized control is no longer exposed; Unpersonalized status could not be verified. No response body was available. This cell is excluded from scoring.
Claude · 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?
There’s no single “best” dog food — the right choice depends more on your dog’s individual needs than on finding one magic brand. But here’s how to think about it for a healthy 3-year-old, 60-pound mixed breed: Look for key quality markers - AAFCO statement: The label should say the food is “complete and balanced” for adult maintenance (or all life stages) per AAFCO standards. This is the baseline for nutritional adequacy. - WSAVA-aligned manufacturer: Brands that meet the World Small Animal Veterinary Association’s guidelines tend to have better quality control — they employ a full-time veterinary nutritionist, own their manufacturing plants, and do feeding trials (not just lab analysis). Examples include Purina Pro Plan, Royal Canin, Hill’s Science Diet, and Eukanuba. These aren’t flashy “boutique” brands, but they have the strongest track record on safety and formulation. - Caution with boutique/grain-free brands: The FDA has investigated a possible link between certain grain-free, legume-heavy “BEG” (boutique, exotic-ingredient, grain-free) diets and dilated cardiomyopathy (DCM) in dogs. Unless your dog has a diagnosed grain allergy (true grain allergies are uncommon), there’s no inherent benefit to grain-free food. For a 60-lb adult dog specifically - Choose a formula labeled for adult maintenance, medium-to-large breed if offered — large/medium breed formulas are calibrated for joint support and calorie density appropriate to bigger dogs. - Target roughly 18-25% protein and 8-15% fat on a dry-matter basis for a moderately active adult (more if he’s very active, less if he tends toward overweight). - Wet, dry, or a mix all work — dry kibble is more calorie-dense and convenient; wet food has more moisture, which some dogs prefer. Practical next steps - A vet visit or check-in is genuinely useful here, especially since you don’t know his full genetic background as a rescue — a vet can flag any breed-related predispositions (joint issues, food sensitivities) worth planning around. - Whatever you pick, transition gradually over 7-10 days (mixing increasing ratios of new food into old) to avoid GI upset. - Watch his body condition for a few weeks after switching — you should be able to feel his ribs easily without them being visibly prominent, and he should have a visible waist from above. Want me to lay out a comparison of a few specific well-regarded brands/lines?
Frequently Asked Questions