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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 | 8% | 2 of 24 |
| Claude | 13% | 3 of 24 |
| Gemini | 4% | 1 of 24 |
Wave-by-wave share of recommendation answers that named this brand.
| wave | share of voice | answers | change |
|---|---|---|---|
| 2026-07-29 | 8% | 6 of 72 |
Recurring descriptions in the models' own words, grouped by theme.
“- **0 g sugar** and **14 g fiber** in a ½-cup serving.”
“- **0 g sugar** and **14 g fiber** in a ½-cup serving.”
“- **Original Fiber One** — best if constipation/fiber intake is the priority: its label lists **14 g fiber and 0 g sugar per ½-cup serving**.”
“Best if your main goal is fiber, but it's a very bran-y texture. **0 g sugar** and **14 g fiber** in a ½-cup serving.”
“- **Bran-based cereals** like All-Bran or Fiber One (check sugar content varies by product)”
“- Best if your main goal is fiber, but it’s a very bran-y texture.”
“- Standard national brands like **Special K Protein**, **Fiber One**, or store-brand equivalents at Walmart, Target, Aldi, or Trader Joe's are typically the cheapest route, though they won't match the grain-free, chickpea-based protein profile of Three Wishes.”
“If you struggle to get enough fiber in your diet, this is the ultimate hack. Just one serving covers more than half of your daily fiber needs.”
“- **Fiber One** – it's no surprise that FiberOne cereal would be near the top of this list, with a light, crunchy texture and less than one gram of sugar.”
“- **Fiber One** – it's no surprise that FiberOne cereal would be near the top of this list, with a light, crunchy texture and less than one gram of sugar.”
8 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“Standard national brands like Special K Protein, Fiber One, or store-brand equivalents at Walmart, Target, Aldi, or Trader Joe's are typically the cheapest route”
“**Fiber One / All-Bran** (unsweetened varieties) — very high fiber, low sugar”
“If you struggle to get enough fiber in your diet, this is the ultimate hack. Just one serving covers more than half of your daily fiber needs.”
“buy **plain shredded wheat** (the ingredient list should be just whole wheat) or **original Fiber One** if your main goal is more fiber.”
“**Bran-based cereals** like All-Bran or Fiber One (check sugar content varies by product)”
“Best if your main goal is fiber, but it's a very bran-y texture. **0 g sugar** and **14 g fiber** in a ½-cup serving.”
Which competitors models suggest when shoppers ask for something cheaper.
0 of 8 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|
Stores and sites models name as places to buy this brand.
| retailer | mentions |
|---|---|
| smartlabel | 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.