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Latest three-month snapshot through 2026-07-23 · 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 | 0% | 0 of 80 |
| Claude | 1% | 1 of 80 |
| Gemini | 1% | 1 of 80 |
Wave-by-wave share of recommendation answers that named this brand.
| wave | share of voice | answers | change |
|---|---|---|---|
| 2026-07-22 | 1% | 1 of 120 | |
| 2026-07-23 | 1% | 1 of 120 | +0 points |
4 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“Dollar Tree, Dollar General, and Family Dollar routinely carry brand-name Colgate, Crest, and Pepsodent.”
“Dollar Tree, Family Dollar, etc. often carry name-brand or generic fluoride toothpaste for $1, which is genuinely effective if it contains fluoride.”
“they often carry travel-size or even full-size basic fluoride toothpaste for $1.”
“Dollar Tree/Family Dollar house brands can be cheaper, though sizes are usually smaller”
Which competitors models suggest when shoppers ask for something cheaper.
1 of 4 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|---|
| reddit.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.