Category AI Visibility Report
Bath Bombs AI Visibility Report 2026: Top Brands & Buyer Topics in AI Search
Data updated 2026-08-27 · 30-day window · ChatGPT · Google AI Mode · Google AI Overviews
≈3,864
Est. AI queries / month
13
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 13 buyer topics in Bath Bombs across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,864 AI queries per month.
- Lush leads the AI shelf with 10.5% of brand mentions, followed by Dr Teal's (6.7%) and Beauty by Earth (5.7%). The top three hold 22.9% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “bath bombs with citric acid” (top keyword “citric acid bath bombs”, ~1,600 searches/mo).
- AI answers lean on reddit.com most (33.7% of citations) — earning presence on these sources is the shortest path to being recommended.
Brands AI recommends most
Share of brand mentions across AI answers in the last 30 days (Share of Model).
| # | Brand | AI mentions | Share |
|---|---|---|---|
| 1 | Lush | 413 | 10.5% |
| 2 | Dr Teal's | 262 | 6.7% |
| 3 | Beauty by Earth | 224 | 5.7% |
| 4 | Da Bomb | 204 | 5.2% |
| 5 | Being Frenshe | 148 | 3.8% |
| 6 | Lovery | 115 | 2.9% |
| 7 | Aqua Elegante | 113 | 2.9% |
| 8 | Relaxcation | 103 | 2.6% |
| 9 | Salus | 86 | 2.2% |
| 10 | Lizush | 76 | 1.9% |
What shoppers ask AI
Buyer topics monitored in this category, with estimated monthly AI queries and the top Google keyword behind each topic.
| Topic | Est. AI queries / mo | Top keyword | Search volume / mo |
|---|---|---|---|
| bath bombs with citric acid | ≈1,310 | citric acid bath bombs | 1,600 |
| bath bombs with essential oils | ≈1,286 | essential oil bath bombs | 880 |
| bath bombs with epsom salt | ≈1,268 | bath bombs with epsom salts | 880 |
| cbd bath bombs | — | cbd bath bombs | 1,900 |
| bath bombs that bubble | — | bubbly buddies bath bombs | 2,900 |
| christmas bath bombs | — | festive bath bombs | 880 |
| relaxing bath bombs | — | relaxing bath bombs | 4,400 |
| bath bombs with surprises | — | splashy surprise bath bombs | 2,400 |
| moisturizing bath bombs | — | bath bombs moisturizing | 2,400 |
| gift bath bombs | — | bath bombs with gifts | 1,600 |
| best bath bombs | — | bath bomb bath bombs | 40,500 |
| natural bath bombs | — | natural bath bombs | 1,000 |
| bath bombs for men | — | men bath bombs | 1,000 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 173 | 33.7% |
| target.com | 44 | 8.6% |
| walmart.com | 44 | 8.6% |
| clevelandclinic.org | 32 | 6.2% |
| lush.com | 26 | 5.1% |
| shopsalus.com | 18 | 3.5% |
| allure.com | 14 | 2.7% |
| dabombfizzers.com | 13 | 2.5% |
Related category reports
FAQ
Which brands do AI assistants recommend most for bath bombs?
Over the last 30 days the top brands by AI mention share are: Lush (10.5%), Dr Teal's (6.7%), Beauty by Earth (5.7%), Da Bomb (5.2%), Being Frenshe (3.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about bath bombs?
GEOly estimates ~3,864 AI queries per month in this category across 13 buyer topics, led by “bath bombs with citric acid”.
Which sources do AI engines cite for bath bombs?
The most-cited domains are: reddit.com, target.com, walmart.com, clevelandclinic.org, lush.com. Building brand presence on these sources is the most direct way to win AI recommendations.
Methodology
GEOly continuously runs category buyer prompts across ChatGPT, Google AI Mode, Google AI Overviews and records which brands are mentioned and which sources are cited. Figures aggregate a 30-day window; AI query volumes are modeled estimates from keyword demand and AI-adoption share. Data: GEOly MCP Server, updated 2026-08-27.
See your brand inside this category
GEOly tracks how ChatGPT, Google AI Mode and Google AI Overviews mention, rank and cite your brand against every competitor above — and what to fix to win the AI shelf.