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Latest three-month snapshot through 2026-07-22 · 2 waves. Use the controls above to change the window.
Toothpaste · 2 waves · n=240 answers, pooled
How often each model brings the brand up in recommendation answers.
| model | share of voice | answers |
|---|---|---|
| ChatGPT | 4% | 3 of 80 |
| Claude | 0% | 0 of 80 |
| Gemini | 1% | 1 of 80 |
Wave-by-wave share of recommendation answers that named this brand.
| wave | share of voice | answers | change |
|---|---|---|---|
| 2026-07-21 | 2% | 2 of 120 | |
| 2026-07-22 | 2% | 2 of 120 | +0 points |
9 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“These use stannous fluoride to penetrate deep into the gumline to neutralize plaque bacteria and help reverse early sign of gum disease (gingivitis).”
“Bleeding gums / gingivitis: Crest Gum Detoxify / Gum & Enamel Repair”
“frequently cited as the best value option in this category...best value-per-ounce among comparable picks, making it a practical choice for people who want meaningful fluoride protection”
“consider a stannous-fluoride toothpaste such as Crest Gum & Enamel Repair”
“consistently one of the cheapest options with strong active ingredients... best value-per-ounce among comparable picks... the practical pick”
Which competitors models suggest when shoppers ask for something cheaper.
0 of 2 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|
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.