How AI answer engines name JustFoodForDogs
Data through October 24, 2026
Across 1,415 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Consumer Products between May 10, 2026 and October 24, 2026, JustFoodForDogs was named in 30 (2.1%).
By engine
Answers each engine gave to buyer questions about Consumer Products, and how many of them named JustFoodForDogs.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 1 | 348 | 0.3% |
| Claude | 4 | 349 | 1.1% |
| Gemini | 19 | 350 | 5.4% |
| Perplexity | 6 | 350 | 1.7% |
| Google AI Mode | 0 | 12 | 0.0% |
| Google AI Overviews | 0 | 6 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 235 | 0.0% |
| Ranked list | 17 | 233 | 7.3% |
| Head-to-head | 13 | 234 | 5.6% |
| Is it worth it | 0 | 238 | 0.0% |
| How to choose | 0 | 240 | 0.0% |
| Problem first | 0 | 235 | 0.0% |
Week by week
JustFoodForDogs was named in at least one answer in 8 of the 9 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Consumer Products, Monday to Sunday, newest first, and how many of them named JustFoodForDogs. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 4 | 175 | 2.3% | |
| 3 | 178 | 1.7% | |
| 3 | 167 | 1.8% | |
| 6 | 168 | 3.6% | |
| 0 | 24 | 0.0% | |
| 4 | 200 | 2.0% | |
| 5 | 167 | 3.0% | |
| 2 | 168 | 1.2% | |
| 3 | 168 | 1.8% |
Named first
When an answer named JustFoodForDogs alongside another brand in this record, it was named first in 11 of 25 (44.0%).
Named alongside
- Ollie: named together in 20 answers
Sources the engines cited when they named JustFoodForDogs
Domains cited in answers that named JustFoodForDogs, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| dogfoodadvisor.com | 11 |
| chewy.com | 10 |
| ollie.com | 7 |
| forbes.com | 6 |
| reddit.com | 6 |
| baxterboo.com | 5 |
| petmd.com | 5 |
| vetstreet.com | 5 |
| youtube.com | 5 |
| businessinsider.com | 4 |
JustFoodForDogs's own site (justfoodfordogs.com) was cited in 1 of 30 (3.3%).
Across every answer run in the Machine Relations Index, not only the answers that named JustFoodForDogs, justfoodfordogs.com was cited in 7 of 30,766 (0.02%), by 3 of the 6 engines it observes. The Index is still collecting evidence on justfoodfordogs.com before it grades or ranks it.
Across every Consumer Products buyer question, not only the answers that named JustFoodForDogs, the Machine Relations Index ranks which sources AI engines cite for Consumer Products questions.
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend JustFoodForDogs?
ChatGPT named JustFoodForDogs in 1 of 348 answers (0.3%) to buyer questions about Consumer Products between May 10, 2026 and October 24, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed JustFoodForDogs.
Which sources do AI engines cite when they mention JustFoodForDogs?
The domains cited most often in answers that named JustFoodForDogs were dogfoodadvisor.com (11 answers), chewy.com (10 answers) and ollie.com (7 answers).
Which AI engine names JustFoodForDogs most often?
Gemini, at 5.4%: it named JustFoodForDogs in 19 of 350 answers to buyer questions about Consumer Products.