Category AI Visibility Report
Hard Drives 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
≈6,490
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 Hard Drives across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 6,490 AI queries per month.
- Seagate leads the AI shelf with 20.8% of brand mentions, followed by Western Digital (18.1%) and Samsung (14.5%). The top three hold 53.4% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “USB-C external hard drives” (top keyword “usb c external hard drive”, ~2,400 searches/mo).
- AI answers lean on tomshardware.com most (16.1% 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 | Seagate | 990 | 20.8% |
| 2 | Western Digital | 862 | 18.1% |
| 3 | Samsung | 691 | 14.5% |
| 4 | Toshiba | 393 | 8.2% |
| 5 | Crucial | 360 | 7.5% |
| 6 | SanDisk | 323 | 6.8% |
| 7 | WD_BLACK | 227 | 4.8% |
| 8 | LaCie | 158 | 3.3% |
| 9 | Xbox | 135 | 2.8% |
| 10 | WD Blue | 82 | 1.7% |
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 |
|---|---|---|---|
| USB-C external hard drives | ≈4,114 | usb c external hard drive | 2,400 |
| Laptop hard drives | ≈2,376 | laptop hard drive | 3,600 |
| External hard drives | — | external hard drive | 90,500 |
| Hard drives for Xbox | — | xbox hard drive | 3,600 |
| Hard drives for NAS | — | nas hard drive | 6,600 |
| Hard drives for PS4 | — | ps4 external hard drive | 3,600 |
| Hard drives for iPhone | — | external hard drive for iphone | 5,400 |
| Internal hard drives | — | internal hard drive | 12,100 |
| Hard drives for Mac | — | external hard drive for mac | 12,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| tomshardware.com | 107 | 16.1% |
| reddit.com | 77 | 11.6% |
| techradar.com | 69 | 10.4% |
| pcworld.com | 45 | 6.8% |
| apple.com | 36 | 5.4% |
| macworld.com | 33 | 5% |
| tomsguide.com | 31 | 4.7% |
| backblaze.com | 30 | 4.5% |
Related category reports
FAQ
Which brands do AI assistants recommend most for hard drives?
Over the last 30 days the top brands by AI mention share are: Seagate (20.8%), Western Digital (18.1%), Samsung (14.5%), Toshiba (8.2%), Crucial (7.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about hard drives?
GEOly estimates ~6,490 AI queries per month in this category across 9 buyer topics, led by “USB-C external hard drives”.
Which sources do AI engines cite for hard drives?
The most-cited domains are: tomshardware.com, reddit.com, techradar.com, pcworld.com, apple.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.