Category AI Visibility Report
Car Floor Mats 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
≈2,738
Est. AI queries / month
17
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 17 buyer topics in Car Floor Mats across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,738 AI queries per month.
- WeatherTech leads the AI shelf with 19.4% of brand mentions, followed by Husky (17.7%) and TuxMat (9.4%). The top three hold 46.5% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “red car floor mats” (top keyword “red car floor mats”, ~720 searches/mo).
- AI answers lean on caranddriver.com most (31.4% 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 | WeatherTech | 1,011 | 19.4% |
| 2 | Husky | 924 | 17.7% |
| 3 | TuxMat | 490 | 9.4% |
| 4 | 3D MAXpider | 369 | 7.1% |
| 5 | Lloyd Mats | 285 | 5.5% |
| 6 | Motor Trend | 156 | 3% |
| 7 | AutoDrive | 143 | 2.7% |
| 8 | Luxus | 114 | 2.2% |
| 9 | FH Group | 101 | 1.9% |
| 10 | Car Pass | 81 | 1.6% |
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 |
|---|---|---|---|
| red car floor mats | ≈692 | red car floor mats | 720 |
| clear car floor mats | ≈685 | clear car floor mats | 720 |
| plastic car floor mats | ≈685 | plastic floor mats car | 720 |
| winter car floor mats | ≈676 | winter car floor mats | 480 |
| luxury car floor mats | — | car floor mats luxury | 1,600 |
| car floor mats with logo | — | custom floor mats with logo | 1,300 |
| all weather car floor mats | — | all weather car floor mats | 18,100 |
| pink car floor mats | — | pink car floor mats | 1,300 |
| heavy duty car floor mats | — | durable car floor mats | 1,000 |
| carpet car floor mats | — | car carpet floor mats | 1,600 |
| universal car floor mats | — | universal fit car floor mats | 880 |
| custom fit car floor mats | — | custom fit floor mats car | 14,800 |
| cute car floor mats | — | hello kitty floor mats car | 1,900 |
| custom car floor mats | — | customize car floor mats | 5,400 |
| rubber car floor mats | — | rubber car floor mats | 9,900 |
| paper car floor mats | — | paper floor mats car | 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 |
|---|---|---|
| caranddriver.com | 277 | 31.4% |
| reddit.com | 202 | 22.9% |
| motortrend.com | 54 | 6.1% |
| walmart.com | 50 | 5.7% |
| roadandtrack.com | 47 | 5.3% |
| autozone.com | 47 | 5.3% |
| huskyliners.com | 39 | 4.4% |
| lloydmatsstore.com | 21 | 2.4% |
FAQ
Which brands do AI assistants recommend most for car floor mats?
Over the last 30 days the top brands by AI mention share are: WeatherTech (19.4%), Husky (17.7%), TuxMat (9.4%), 3D MAXpider (7.1%), Lloyd Mats (5.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about car floor mats?
GEOly estimates ~2,738 AI queries per month in this category across 17 buyer topics, led by “red car floor mats”.
Which sources do AI engines cite for car floor mats?
The most-cited domains are: caranddriver.com, reddit.com, motortrend.com, walmart.com, roadandtrack.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.