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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
How often each model brings the brand up in recommendation answers.
| model | share of voice | answers |
|---|---|---|
| ChatGPT | 0% | 0 of 24 |
| Claude | 4% | 1 of 24 |
| Gemini | 33% | 8 of 24 |
Wave-by-wave share of recommendation answers that named this brand.
| wave | share of voice | answers | change |
|---|---|---|---|
| 2026-07-29 | 13% | 9 of 72 |
Recurring descriptions in the models' own words, grouped by theme.
“The ingredient list is literally just one thing: 100% whole grain wheat.”
“It has 0g of sugar and 6g+ of fiber”
“Natural & Organic "Kid Favorites" (A Sweet Taste with Clean Ingredients)”
“* **Unsweetened Shredded Wheat (Post or Barbara's):** Literally has one ingredient: 100% whole grain wheat.”
“It is incredibly high in fiber, has 0g of added sugar, and is highly filling.”
“If your kids like Life cereal, this is a much healthier swap. It is crunchy, naturally sweet, and boasts 5 grams of fiber with only 6g of sugar.”
“They contain **6g of added sugar** and **3g of fiber**.”
“If you are looking for a cheaper alternative to brand-name shredded wheat (like **Post** or **Barbara’s**), your options depend on whether you want a direct product substitute or a nutritionally similar, budget-friendly breakfast grain.”
“- **Plain corn flakes, shredded wheat, or bulk rolled oats** are other cheap whole-grain breakfast options, and generic shredded wheat brands are described as very cheap and reasonable with minimal ingredients, available from brands like Post, Barbara's, and Arrowhead Mills.”
“**Barbara's Shredded Wheat** is a milder-branded alternative, though it's not necessarily cheaper — it's more of a "clean label" alternative.”
13 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“These corn-and-oat pillows are incredibly crunchy and taste much sweeter than they actually are. They contain **6g of added sugar** and **3g of fiber**.”
“Unfrosted Shredded Wheat (Post or Barbara's)”
“many **organic/health-food brands** (like Barbara's, Nature's Path Organic varieties) tend to have lower sugar and cleaner ingredients — but always check labels since this varies by product”
“generic shredded wheat brands are described as very cheap and reasonable with minimal ingredients, available from brands like Post, Barbara's, and Arrowhead Mills.”
“If your kids like Life cereal, this is a much healthier swap. It is crunchy, naturally sweet, and boasts 5 grams of fiber with only 6g of sugar.”
“**Barbara's Shredded Wheat** is a milder-branded alternative, though it's not necessarily cheaper — it's more of a "clean label" alternative.”
“If you are looking for a cheaper alternative to brand-name shredded wheat (like **Post** or **Barbara's**)”
Which competitors models suggest when shoppers ask for something cheaper.
2 of 13 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|---|
| cheatdaydesign.com | 1 |
| thebalancednutritionist.com | 1 |
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.