Category AI Visibility Report
Wallet Phone Cases 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
≈15,633
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 Wallet Phone Cases across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 15,633 AI queries per month.
- Smartish leads the AI shelf with 11.4% of brand mentions, followed by Walli (4.4%) and Custype (4%). The top three hold 19.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Leather wallet phone cases” (top keyword “leather phone case”, ~8,100 searches/mo).
- AI answers lean on google.com most (28.8% 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 | Smartish | 1,028 | 11.4% |
| 2 | Walli | 395 | 4.4% |
| 3 | Custype | 360 | 4% |
| 4 | Mujjo | 353 | 3.9% |
| 5 | Nomad | 335 | 3.7% |
| 6 | Spigen | 334 | 3.7% |
| 7 | Bellroy | 311 | 3.4% |
| 8 | Vena | 301 | 3.3% |
| 9 | Bandolier | 278 | 3.1% |
| 10 | Bullstrap | 258 | 2.9% |
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 |
|---|---|---|---|
| Leather wallet phone cases | ≈5,649 | leather phone case | 8,100 |
| Wallet phone cases with magnetic wallet | ≈5,426 | magsafe compatible phone case | 27,100 |
| Designer wallet phone cases | ≈4,558 | designer phone case | 3,600 |
| Wallet phone cases with built-in wallet | — | wallet phone case | 22,200 |
| Personalized wallet phone cases | — | custom phone cases | 33,100 |
| Cute wallet phone cases | — | cute phone cases | 33,100 |
| Wallet phone cases with strap or loop | — | phone strap | 9,900 |
| Wallet phone cases with card holder | — | phone case with card holder | 12,100 |
| Protective wallet phone cases | — | rugged phone case | 12,100 |
| Android wallet phone cases | — | android phone cases | 5,400 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| google.com | 780 | 28.8% |
| youtube.com | 341 | 12.6% |
| reddit.com | 316 | 11.7% |
| smartish.com | 303 | 11.2% |
| travelandleisure.com | 180 | 6.7% |
| amazon.com | 159 | 5.9% |
| custype.com | 127 | 4.7% |
| wired.com | 52 | 1.9% |
FAQ
Which brands do AI assistants recommend most for wallet phone cases?
Over the last 30 days the top brands by AI mention share are: Smartish (11.4%), Walli (4.4%), Custype (4%), Mujjo (3.9%), Nomad (3.7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about wallet phone cases?
GEOly estimates ~15,633 AI queries per month in this category across 10 buyer topics, led by “Leather wallet phone cases”.
Which sources do AI engines cite for wallet phone cases?
The most-cited domains are: google.com, youtube.com, reddit.com, smartish.com, travelandleisure.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.