Nature's Path

Latest three-month snapshot through 2026-07-29 · 1 wave. Use the controls above to change the window.

Healthy Cereal · 1 wave · n=72 answers, pooled

By model

How often each model brings the brand up in recommendation answers.

Share of recommendations over time

Wave-by-wave share of recommendation answers that named this brand.

What they call it

Recurring descriptions in the models' own words, grouped by theme.

• check labels, as formulations vary ×1

  “- Some Kashi or Nature's Path organic options (check labels, as formulations vary)”

• name-brand organic ×1

  “If you prefer organic cereal, this is a much more affordable route than buying name-brand organic cereals like Cascadian Farm or Nature's Path.”

• organic ×1

  “- Some Kashi or Nature's Path organic options (check labels, as formulations vary)”

In their words

2 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.

Where they hedge

“Some Kashi or Nature's Path organic options (check labels, as formulations vary)”

“buying name-brand organic cereals like Cascadian Farm or Nature's Path”

The substitution map

Which competitors models suggest when shoppers ask for something cheaper.

Where this comes from

1 of 2 mentions appear alongside an identifiable web citation. Citation does not establish causation.

Method: fixed shopper questions asked repeatedly to Claude, OpenAI GPT and Gemini with web search on. Shares are the percentage of recommendation answers mentioning the brand. Quotes are AI outputs; full transcripts are kept as receipts.