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Latest three-month snapshot through 2026-07-23 · 3 waves. Use the controls above to change the window.
Toothpaste · 3 waves · n=360 answers, pooled
How often each model brings the brand up in recommendation answers.
| model | share of voice | answers |
|---|---|---|
| ChatGPT | 0% | 0 of 120 |
| Claude | 9% | 11 of 120 |
| Gemini | 9% | 11 of 120 |
Wave-by-wave share of recommendation answers that named this brand.
| wave | share of voice | answers | change |
|---|---|---|---|
| 2026-07-21 | 6% | 7 of 120 | |
| 2026-07-22 | 9% | 11 of 120 | +3 points |
| 2026-07-23 | 3% | 4 of 120 | -6 points |
Recurring descriptions in the models' own words, grouped by theme.
“- **Lumineux Whitening Strips** — recommended by a New York-based dentist for people with sensitive teeth, these are non-toxic and peroxide-free, using natural whitening ingredients like coconut oil and Dead Sea salt.”
“- **Lumineux Whitening Strips** — recommended by a New York-based dentist for people with sensitive teeth, these are non-toxic and peroxide-free, using natural whitening ingredients like coconut oil and Dead Sea salt.”
“Lumineux Whitening Strips — recommended by a New York-based dentist for people with sensitive teeth, these are non-toxic and peroxide-free, using natural whitening ingredients like coconut oil and Dead Sea salt”
“Best Natural / Chemical-Free Option: **Lumineux Whitening Toothpaste**”
“Lumineux uses non-acidic, gentle ingredients like coconut oil, sage oil, lemon peel oil, and Dead Sea salt. It lifts stains gently without utilizing peroxide or harsh synthetic chemicals.”
“If you have extremely sensitive teeth, these are perfect.”
“Typically $15 to $22. If you have extremely sensitive teeth, these are perfect. Unlike Crest, they are completely hydrogen peroxide-free”
“* **Active Ingredients:** Dead Sea salt, coconut oil, and essential oils”
“It uses essential oils (like coconut oil, sage oil, and lemon peel oil) along with Dead Sea salt to breaks up plaque and gently whiten without stripping the mouth's microbiome [1.”
“- **Lumineux Whitening Strips** — recommended by a New York-based dentist for people with sensitive teeth, these are non-toxic and peroxide-free, using natural whitening ingredients like coconut oil and Dead Sea salt.”
39 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“Lumineux whitening strips — recommended by a New York-based dentist for people with sensitive teeth, these are non-toxic and peroxide-free, using natural ingredients like coconut oil and Dead Sea salt instead”
“If you have highly sensitive teeth: The peroxide can cause sharp root pain ("zingers") and gum sensitivity. If you have thin enamel, you may want to opt for gentler, peroxide-free alternatives (like Lumineux strips).”
“Lumineux uses non-acidic, gentle ingredients like coconut oil, sage oil, lemon peel oil, and Dead Sea salt. It lifts stains gently without utilizing peroxide or harsh synthetic chemicals.”
“Lumineux whitening strips — recommended by a New York-based dentist for people with sensitive teeth, they're non-toxic and peroxide-free, using natural ingredients like coconut oil and Dead Sea salt instead”
“gentler alternatives (like Lumineux strips) might be better”
“recommended by dentists for people with sensitive teeth, non-toxic and, unlike Crest 3D Whitestrips, peroxide-free, using natural whitening ingredients like coconut oil and Dead Sea salt — though these tend to be pricier, not cheaper, than ”
“marketed as alternatives, actually cost more than Crest”
“a gentler, peroxide-free alternative like Lumineux might be better, though it takes longer to show results”
“dentists sometimes recommend for sensitive teeth, noting they're non-toxic and peroxide-free, using natural ingredients like coconut oil and Dead Sea salt instead. Note, though, that this option is actually pricier than a lot of toothpaste ”
Which competitors models suggest when shoppers ask for something cheaper.
4 of 28 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|---|
| forbes.com | 1 |
| lumineuxtooth.com | 1 |
| walmart.com | 1 |
| target.com | 1 |
| advancedindiana.com | 1 |
| purewow.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.