Frosted Flakes

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.

• sugary ×1

  “**The "Half-and-Half" Trick:** If they demand a sugary favorite (like Lucky Charms or Frosted Flakes), do a 50/50 mix.”

• traditional cereal ×1

  “Traditional cereal boxes are often double the size (12–18 oz) and cost half as much.”

In their words

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

Where they hedge

“If you look at the nutrition label, Magic Spoon is closer to a protein shake than it is to a traditional box of Cheerios or Frosted Flakes.”

“Magic Spoon is specifically designed to replicate the exact taste of childhood favorites like Froot Loops, Cocoa Puffs, and Frosted Flakes.”

What they warn about

“If they demand a sugary favorite (like Lucky Charms or Frosted Flakes), do a 50/50 mix.”

“Unlike many popular cereals (frosted flakes, granola with added sugars), plain shredded wheat has 0g added sugar”

Where this comes from

1 of 4 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.