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Cocoa Puffs

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

3%share of voice · 2 of 72 recommendation answers
0%named first in recommendation answers
0%positive tone · 0 of 10 coded mentions

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

By assistant

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

assistantshare of voiceanswers
ChatGPT0%0 of 24
Claude0%0 of 24
Gemini8%2 of 24

Share of recommendations over time

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

waveshare of voiceanswerschange
2026-07-293%2 of 72

What they call it

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

In their words

10 exact quoted mentions in this snapshot, grouped by coded tone.

Where they hedge

“mimic the sugary tastes of your childhood (like Cocoa Puffs or Cinnamon Toast Crunch)”
Gemini · 2026-07-29 · Healthy Cereal
“Magic Spoon tastes remarkably like the sugary cereals from your childhood (like Froot Loops or Cocoa Puffs)”
Gemini · 2026-07-29 · Healthy Cereal
“Probably skip: if you want the cheapest protein, a whole-food breakfast, or expect it to taste exactly like Froot Loops/Cocoa Puffs.”
ChatGPT · 2026-07-29 · Healthy Cereal
“*Cocoa* tastes like Cocoa Puffs”
Gemini · 2026-07-29 · Healthy Cereal
“designed to mimic the nostalgic taste of classic childhood cereals (like Froot Loops, Cocoa Puffs, and Frosted Flakes)”
Gemini · 2026-07-29 · Healthy Cereal

The substitution map

Which competitors assistants suggest when shoppers ask for something cheaper.

Cocoa Puffs suggested as the cheaper alternative to
  • magic spoon ×2

Where this comes from

5 of 10 mentions appear alongside an identifiable web citation. Citation does not establish causation.

cited sourcementions
magicspoon.com3
nutriscan.app1
target.com1
thespoon.tech1
reddit.com1

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.