AI benchmark ·
Evergreen monthly benchmark — Nov 14, 2026
Dog Food
Research by Robert Hu · Published by RecoScope · Collected
Same top three. Ten days apart.
- Mention frequency
Purina Pro Plan10/12usable answers- First-place ranks
Purina Pro Plan4/4ranked comparisons
12 usable answers · 4 assistants · 3 prompt types
ChatGPT, Claude, Gemini, Perplexity
Benchmark brief · VideoWatch the 48-second briefPlay the finding and its contextKey takeaway
All four comparative answers rank Purina Pro Plan first, Hill's Science Diet second and Royal Canin third—the same captured order as November 4. Pro Plan appears in 10/12 answers. In the under-$70 prompt, Purina ONE appears in 4/4 answers and IAMS in 3/4. Captured visibility and rank are not product-quality findings; model/mode changes limit comparison.
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.
Video explainer · 48.3 seconds
Same top three. Ten days apart.
Collected
12 usable answers · Four AI assistants · Three prompt types
On November 4 and November 14, all four comparative answers ranked Purina Pro Plan first, Hill’s Science Diet second, and Royal Canin third. Each date captured 12 usable answers across four AI assistants and three prompt types.
Pro Plan appeared in 10/12 answers on both dates. In November 14’s under-$70-per-bag answers, Purina ONE appeared in 4/4 and IAMS in 3/4. Mention frequency and comparative rank are separate measures of captured answers.
Two snapshots do not establish stable AI behavior or product quality. Gemini’s default changed from Flash to 4 Hydrogen; Claude used fresh regular chats instead of Incognito. Mentions do not verify current prices or veterinary suitability.
These findings describe captured answers. They do not establish product quality.
On-screen English captions are included. Optional closed captions are off by default to avoid duplicate text.
Read the transcript
Ten days apart. The same top three.
On November fourth and November fourteenth, all four comparative answers ranked Purina Pro Plan first, Hill's Science Diet second, and Royal Canin third.
Each Recoscope snapshot captured twelve usable answers, across four AI assistants and three prompt types.
Pro Plan appeared in ten of twelve answers on both dates.
But the under-seventy-dollar prompt still changed visibility. Purina ONE appeared in all four budget answers on November fourteenth; Iams appeared in three.
These are two captured snapshots, not proof of stable AI behavior. Assistant settings changed, and mentions don't verify price, suitability, or product quality.
Explore benchmark at getrecoscope.com.
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
Purina ONE has a mention count of 7 but is outside the displayed comparison. Mention frequency and response rank measure different things.
| Agent | #1 | #2 | #3 |
|---|---|---|---|
| ChatGPT | Purina Pro Plan | Hill's Science Diet | Royal Canin |
| 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 |
Purina ONE·7 mentions, outside the displayed comparison | |||
All 4 ranked comparisons list Purina Pro Plan at recorded rank #1
What This Means
- All four explicitly rank Purina Pro Plan1,Hill's Science Diet2,Royal Canin3.
- ChatGPT supplies5ranks; Claude3 with unranked fresh alternatives; Gemini7; Perplexity5 with unranked critical fresh-food mentions.
- Gemini default changed from the previous DogFood Flash capture to4Hydrogen; Perplexity P1 auto-enabled a Free advanced-search preview.
- Preserve those comparability limits.
Findings and Limitations
- Purina ONE appears in all4 under-$70 answers; IAMS in3,Diamond Naturals and Purina Pro Plan in2each.
- ChatGPT mentions ProPlan and Eukanuba while quoting above-budget large bags.
- Other assistants list different sizes/prices.
- Mentions neither verify under-$70 eligibility nor establish equivalent bag sizes, delivered prices or feeding costs.
Recurring themes in the answers
- Captured themes include adult-maintenance nutrition, manufacturer expertise, feeding trials, digestive tolerance, body condition, joint support, bag size and cost per pound.
- These are unverified assistant-generated claims, not veterinary advice or product-quality evidence.
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 your 3-year-old, 60-pound mixed-breed rescue, I'd recommend a high-quality adult maintenance dog food from a company with strong veterinary nutrition expertise, rather than simply choosing the most expensive or highest-protein food. At 3 years old, your dog is fully grown and should generally be eating adult food. At 60 pounds, I'd also pay attention to joint health, maintaining a healthy weight, digestive health, and muscle maintenance. My recommendation would be to start with a reputable, complete-and-balanced adult formula, preferably one designed for medium-to-large or large-breed dogs. My top dog food recommendations My first choice 1. Purina Pro Plan Adult Large Breed High Protein Chicken & Ric… Purina Pro Plan · Chicken & Rice · Large Breed Adult Strong all-around choice for adult dogs. Includes nutrients intended to support joint health and muscle maintenance. Good starting point for a healthy, active 60-pound dog. $99.98 · Chewy View product 2. Hill's Science Diet Adult Large Breed Chicken & Barley Dry D… Hill's Science Diet · Chicken & Barley · Large Breed Adult Excellent alternative for everyday nutrition. Formulated for adult large-breed dogs. Contains nutrients supporting joint health and digestion. $92.99 · Chewy View product 3. Iams Proactive Health Large Breed Adult with Real Chicken Dr… IAMS ProActive Health · Chicken & Whole Grains My budget-conscious recommendation. Complete adult nutrition. A practical everyday option without paying premium prices. $60.25 · Chewy View product 4. Royal Canin Size Health Nutrition Large Adult Dry Dog Food, … Royal Canin · Large Adult Another well-established nutrition-focused option. Tailored nutrition for larger adult dogs. Worth considering if your dog does well with its formula. $109.99 · Chewy View product What I'd prioritize when choosing A few important things matter more than flashy ingredient lists: Complete and balanced: Look for an AAFCO nutritional adequacy statement for adult maintenance. Research-backed nutrition: Prefer companies employing qualified veterinary nutritionists and conducting nutritional research. Healthy weight: You should be able to feel your dog's ribs without pressing hard, and see a waist when looking from above. Grain-inclusive food: Unless your veterinarian identifies a specific reason otherwise, I wouldn't choose grain-free food just because it sounds healthier. Avoid unnecessary supplements: A complete diet generally doesn't need extra vitamins or joint supplements unless your vet recommends them. These priorities are consistent with the WSAVA pet food selection guidelines. WSAVA +2 How much should you feed? Don't rely exclusively on the bag's feeding chart. The right amount depends on activity, whether your dog is neutered, metabolism, and body condition. I'd recommend: Two measured meals daily. Keep treats and extras to around 10% or less of daily calories. Monitor weight regularly. Transition to a new food gradually over 7–10 days to minimize digestive upset. VCA Animal Hospitals +2 One important distinction: at 60 pounds, your dog is on the larger side, but isn't necessarily in the large-breed category used by every veterinary nutrition guideline. A regular adult formula can be perfectly appropriate, too. [Capture note: Complete settled rendered HTML, original display, native Copy and tables are archived. ChatGPT Copy left the clipboard sentinel; the complete rendered source was retained. Claude comparison grids are transcribed above where present. No follow-ups or questionnaires were submitted. Unanswered defaults, product-image credits, source labels and suggested follow-up buttons are excluded from scoring. Mentions include qualified or negative discussion and do not establish recommendations, current prices, veterinary suitability, nutrition, health, safety or product quality.]
Frequently Asked Questions