Category AI Visibility Report
Outdoor Furniture 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
≈4,065
Est. AI queries / month
15
Buyer topics monitored
18
Brands on the AI shelf
2
Categories covered
Key insights
- Over the last 30 days, GEOly monitored 15 buyer topics in Outdoor Furniture across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 4,065 AI queries per month.
- POLYWOOD leads the AI shelf with 12.6% of brand mentions, followed by Cambridge Casual (6.7%) and Lifetime (3.3%). The top three hold 22.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Polywood outdoor benches” (top keyword “polywood outdoor benches”, ~2,400 searches/mo).
- AI answers lean on reddit.com most (17.8% 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 | POLYWOOD | 715 | 12.6% |
| 2 | Cambridge Casual | 380 | 6.7% |
| 3 | Lifetime | 185 | 3.3% |
| 4 | Modway | 169 | 3% |
| 5 | Highwood | 166 | 2.9% |
| 6 | Keter | 123 | 2.2% |
| 7 | COSTWAY | 111 | 2% |
| 8 | Outsunny | 85 | 1.5% |
| 9 | Birch Lane | 65 | 1.1% |
| 10 | Suncast | 60 | 1.1% |
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 |
|---|---|---|---|
| Polywood outdoor benches | ≈1,413 | polywood outdoor benches | 2,400 |
| Plastic outdoor benches | ≈1,326 | outdoor plastic benches | 590 |
| Backless outdoor benches | ≈1,326 | backless outdoor benches | 720 |
| outdoor beds with canopy | — | outdoor day beds with canopy | 3,600 |
| outdoor swing beds | — | outdoor swing beds | 2,900 |
| outdoor day beds | — | day beds outdoor | 14,800 |
| Metal outdoor benches | — | outdoor metal bench | 5,400 |
| Concrete outdoor benches | — | concrete bench | 4,400 |
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 | 117 | 17.8% |
| urbanbenches.com | 94 | 14.3% |
| homedepot.com | 84 | 12.7% |
| lowes.com | 47 | 7.1% |
| architecturaldigest.com | 46 | 7% |
| polywood.com | 41 | 6.2% |
| elledecor.com | 29 | 4.4% |
| wayfair.com | 23 | 3.5% |
Category reports inside
| Category | Est. AI queries / mo | Topics | Top brand in AI |
|---|---|---|---|
| Outdoor Benches | ≈4,065 | 12 | POLYWOOD |
| Outdoor Beds | — | 3 | Modway |
FAQ
Which brands do AI assistants recommend most for outdoor furniture?
Over the last 30 days the top brands by AI mention share are: POLYWOOD (12.6%), Cambridge Casual (6.7%), Lifetime (3.3%), Modway (3%), Highwood (2.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about outdoor furniture?
GEOly estimates ~4,065 AI queries per month in this category across 15 buyer topics, led by “Polywood outdoor benches”.
Which sources do AI engines cite for outdoor furniture?
The most-cited domains are: reddit.com, urbanbenches.com, homedepot.com, lowes.com, architecturaldigest.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.