Category AI Visibility Report
Bathroom Cleaners 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
≈9,173
Est. AI queries / month
10
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 10 buyer topics in Bathroom Cleaners across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 9,173 AI queries per month.
- CLR leads the AI shelf with 10% of brand mentions, followed by Clorox (9.5%) and Zep (6.2%). The top three hold 25.7% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “bathroom cleaners for hard water stains” (top keyword “how to remove hard water stains”, ~4,400 searches/mo).
- AI answers lean on epa.gov most (15.8% 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 | CLR | 311 | 10% |
| 2 | Clorox | 295 | 9.5% |
| 3 | Zep | 191 | 6.2% |
| 4 | Seventh Generation | 190 | 6.1% |
| 5 | Lysol | 167 | 5.4% |
| 6 | Method | 132 | 4.3% |
| 7 | Wet & Forget Shower Cleaner | 115 | 3.7% |
| 8 | Scrubbing Bubbles | 112 | 3.6% |
| 9 | Blueland | 111 | 3.6% |
| 10 | Tilex | 109 | 3.5% |
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 |
|---|---|---|---|
| bathroom cleaners for hard water stains | ≈3,230 | how to remove hard water stains | 4,400 |
| bathroom cleaners for tiles | ≈2,983 | bathroom tile cleaners | 2,400 |
| septic safe bathroom cleaners | ≈2,960 | septic-safe bathroom cleaners | 1,900 |
| bathroom cleaners for showers | — | wet and forget shower cleaner | 14,800 |
| bathroom cleaners for toilets | — | toilet bowl cleaner | 90,500 |
| bathroom cleaners for grout | — | grout cleaner | 40,500 |
| non toxic bathroom cleaners | — | non toxic cleaners | 9,900 |
| bathroom cleaners for bathtubs | — | best bathtub cleaner | 5,400 |
| bathroom cleaners for drains | — | best drain cleaner | 9,900 |
| bathroom cleaners for mold | — | cleaning mold with vinegar | 33,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| epa.gov | 127 | 15.8% |
| bobvila.com | 107 | 13.3% |
| reddit.com | 96 | 12% |
| goodhousekeeping.com | 87 | 10.8% |
| southernliving.com | 63 | 7.9% |
| clorox.com | 43 | 5.4% |
| consumerreports.org | 31 | 3.9% |
| nbcnews.com | 29 | 3.6% |
Related category reports
FAQ
Which brands do AI assistants recommend most for bathroom cleaners?
Over the last 30 days the top brands by AI mention share are: CLR (10%), Clorox (9.5%), Zep (6.2%), Seventh Generation (6.1%), Lysol (5.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about bathroom cleaners?
GEOly estimates ~9,173 AI queries per month in this category across 10 buyer topics, led by “bathroom cleaners for hard water stains”.
Which sources do AI engines cite for bathroom cleaners?
The most-cited domains are: epa.gov, bobvila.com, reddit.com, goodhousekeeping.com, southernliving.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.