United States fresh dog food: AI search visibility, October 2026
How US fresh dog-food brands show up when shoppers ask AI, and who gets the link.
Key findings
The Farmer's Dog was cited on all 18 prompts tracked for the brand that week, and it held 3% of the citations behind those answers. The links went to publishers, including Forbes and NBC News, not to the brand. Those 18 are the brand's full in-product tracking. They are not the 5 buyer prompts in this report.
Ollie was credited first on the three open buyer prompts: best fresh delivery, sensitive stomach, and worth the cost.
On the 5 prompts in this report, The Farmer's Dog is Cited on all of them. Nom Nom is Cited only on the head-to-head. Spot & Tango is Cited only on the cost prompt. On "is The Farmer's Dog worth it," The Farmer's Dog is the only one of these four the check recorded.
The Honest Kitchen, Open Farm, Sundays, and Wellness had no per-prompt cell, so they are not in the matrix.
This is one week's measurement. It is not a ranking.
The five prompts
- What's the best fresh dog food delivery service in the US?Discovery
- The Farmer's Dog vs Ollie vs Nom Nom, which is best?Comparison
- Best fresh dog food for a dog with a sensitive stomach or allergies.Problem
- Is fresh dog food delivery worth the cost, and which is most affordable?Problem
- Is The Farmer's Dog any good, is it worth it?Brand
Who AI names
A cell is the strongest status any engine gave that brand on that prompt. Cited beats Mentioned.
| Brand | Discovery | Comparison | Sensitive stomach | Value | Brand check |
|---|---|---|---|---|---|
| The Farmer's Dog | Cited | Cited | Cited | Cited | Cited |
| Ollie | Cited | Cited | Cited | Cited | Not cited |
| Nom Nom | Not cited | Cited | Not cited | Not cited | Not cited |
| Spot & Tango | Not cited | Not cited | Not cited | Cited | Not cited |
Cited means at least one engine cited the brand. Not cited means the check did not record a citation for that rival. Rivals have no Mentioned state, so Not cited is not the same as absent from the answer.
Ollie was the brand credited first on discovery, sensitive stomach, and value. The Farmer's Dog was still Cited on those three.
Not in this matrix: The Honest Kitchen, Open Farm, Sundays, Wellness. No per-prompt cell was stored. Open Farm's 7 and the other rival counts below are mentions across the full week of tracking, not a status on these five prompts.
Per engine, where the check stored it
| Prompt | Recorded line | Sources named |
|---|---|---|
| Discovery | Claude Cited. Perplexity Cited. ChatGPT Mentioned. Gemini Mentioned. | thefarmersdog.com, spotandtango.com, forbes.com, nbcnews.com, newsweek.com. |
| Comparison | Claude Cited. ChatGPT Mentioned. Gemini Mentioned. Perplexity did not return. | youtube.com, forbes.com. |
| Sensitive stomach | Claude Cited. ChatGPT Mentioned. Gemini Mentioned. Perplexity Mentioned. | forbes.com, nbcnews.com, reddit.com. |
| Value and the brand check | The check stored The Farmer's Dog as Cited. It did not store a per-engine line. | The library line names nbcnews.com and forbes.com on the cost prompt, and trustpilot.com and doghealthstack.com on the brand check. |
Brand totals from the full week of tracking, not from these five prompts
| The Farmer's Dog | Cited on all 18 tracked prompts, share of voice 16%, citation share 3%. |
|---|---|
| Mentions across those tracked answers | Ollie 42, Spot & Tango 23, Nom Nom 13, Open Farm 7. |
| No appearance in that count | The Honest Kitchen, Sundays, and Wellness. |
This is a dated measurement of how often each brand appears in AI answers for these prompts as of 3 October 2026 across Perplexity, ChatGPT, Gemini, and Claude. It is not a ranking.
Patterns
Ollie is the name on the open questions. The Farmer's Dog is Cited there too, and the citation still sits on Forbes, NBC News, and similar pages.
The comparison is the prompt where Nom Nom appears. Spot & Tango appears on the cost prompt, and spotandtango.com is named as a rival source on the delivery prompt even though the presence grid did not mark Spot & Tango cited there.
No accuracy correction is claimed. This run did not record a wrong fact to quote.
Spotlight
Prompt: The Farmer's Dog vs Ollie vs Nom Nom, which is best?
Draft generated in Pivot Labs on 4 October 2026. Not published. On-Formula score: 88/100
The product's own line on this draft: Missing proof. Complete your Formula. Expected outcome is directional. No ranking is guaranteed.
Engines on this prompt when the draft was made: Claude Cited, ChatGPT Mentioned, Gemini Mentioned, Perplexity unavailable.
The Farmer's Dog delivers human-grade, vet-developed meals personalized to your dog's exact needs, age, breed, weight, and activity level. Every recipe is formulated by board-certified veterinary nutritionists and backed by clinical research on healthy aging. Ollie offers human-grade recipes with health tracking but less clinical depth. Nom Nom focuses on variety and taste, positioning itself as gently cooked with rotating proteins. All three require refrigeration and ship fresh, but The Farmer's Dog stands apart with veterinary-grade personalization and published longevity research. If you want nutrition tailored to your specific dog, not just a rotating menu, The Farmer's Dog is the science-backed choice. Best for owners prioritizing healthy aging over convenience or variety.
How a brand in this category gets named
Be the name in the answer, then be the page the answer links. The 3% citation share is from the 18 tracked prompts, not from these five.
The open prompts credit Ollie first. A page that answers "best fresh delivery" and "worth the cost" has to name Ollie, not only The Farmer's Dog.
The comparison draft above is the shape of that page. It is not live, and the Formula proof behind it is still empty.
Keep the page dated. A second weekly check is what makes a change line possible.
Method
Engines: Perplexity, ChatGPT, Gemini, Claude. The check ran on 3 October 2026. Perplexity did not return on the comparison prompt.
A cell is the strongest status any engine gave that brand. The per-engine lines are above, for the three prompts that stored them.
Cited means the brand is the answer the engine gives, with a source. Mentioned means the brand is named and not the cited source. Not cited means the check did not record a citation. Rivals are not given a Mentioned state.
These 5 prompts are this report's buyer prompts. The 18 are the brand's full in-product tracking that week. Do not read the 100% visibility figure as a score on the five.
No average position. No rank.
Pivot Labs measures AI answers for DTC brands. It does not promise a ranking.
Corrections: hello@gopivotlabs.com
FAQ
Which fresh dog food brands does ChatGPT recommend in the US?
On the three prompts where a per-engine line was stored, ChatGPT mentioned The Farmer's Dog and did not cite it. Claude cited it on those three. This is not a list of every brand ChatGPT might name.
How was this measured?
Five buyer prompts, the engines above, one check on 3 October 2026. A cell is the strongest status any engine gave. Not a ranking.
How often is this updated?
The check is weekly. This page is refreshed monthly. A "what changed" line starts after the next check.
Why might another brand be missing?
The Honest Kitchen, Open Farm, Sundays, and Wellness had no column on this check. Not cited for Ollie, Nom Nom, or Spot & Tango means the check did not record that brand as cited on that prompt. It does not mean the name was absent from the answer.