Category AI Visibility Report
House Numbers 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
≈1,547
Est. AI queries / month
9
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 9 buyer topics in House Numbers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,547 AI queries per month.
- Selegna leads the AI shelf with 8.9% of brand mentions, followed by Montague Metal Products (8.6%) and Everbilt (7.5%). The top three hold 25% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “wood house numbers” (top keyword “wooden house numbers”, ~720 searches/mo).
- AI answers lean on modernhousenumbers.com most (23.1% 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 | Selegna | 182 | 8.9% |
| 2 | Montague Metal Products | 176 | 8.6% |
| 3 | Everbilt | 155 | 7.5% |
| 4 | GAMA SONIC | 99 | 4.8% |
| 5 | Rookwood Pottery | 94 | 4.6% |
| 6 | Modern House Numbers | 89 | 4.3% |
| 7 | Whitehall Manufacturing | 52 | 2.5% |
| 8 | Carly Quinn Designs | 49 | 2.4% |
| 9 | RealSteel | 44 | 2.1% |
| 10 | Whitehall Products | 40 | 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 |
|---|---|---|---|
| wood house numbers | ≈782 | wooden house numbers | 720 |
| house numbers for mailbox | ≈765 | house numbers for mailbox | 880 |
| house numbers signs | — | house sign numbers | 9,900 |
| ceramic house numbers | — | ceramic house numbers | 880 |
| solar house numbers | — | solar numbers for house | 3,600 |
| reflective house numbers | — | reflective house numbers | 1,300 |
| address house numbers | — | numbers for house | 22,200 |
| custom house numbers | — | custom numbers for house | 720 |
| tile house numbers | — | tiles house numbers | 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 |
|---|---|---|
| modernhousenumbers.com | 97 | 23.1% |
| reddit.com | 64 | 15.2% |
| lowes.com | 28 | 6.7% |
| solarpanelsnetwork.com | 25 | 6% |
| homedepot.com | 22 | 5.2% |
| etsy.com | 22 | 5.2% |
| lafuente.com | 15 | 3.6% |
| tedxvilnius.com | 13 | 3.1% |
Related category reports
FAQ
Which brands do AI assistants recommend most for house numbers?
Over the last 30 days the top brands by AI mention share are: Selegna (8.9%), Montague Metal Products (8.6%), Everbilt (7.5%), GAMA SONIC (4.8%), Rookwood Pottery (4.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about house numbers?
GEOly estimates ~1,547 AI queries per month in this category across 9 buyer topics, led by “wood house numbers”.
Which sources do AI engines cite for house numbers?
The most-cited domains are: modernhousenumbers.com, reddit.com, lowes.com, solarpanelsnetwork.com, homedepot.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.