Category AI Visibility Report
Emergency Preparedness 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
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Est. AI queries / month
5
Buyer topics monitored
20
Brands on the AI shelf
2
Categories covered
Key insights
- Over the last 30 days, GEOly monitored 5 buyer topics in Emergency Preparedness across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Augason Farms leads the AI shelf with 16.3% of brand mentions, followed by The Mountain (15.9%) and SOL (14.5%). The top three hold 46.7% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Best emergency blankets” (top keyword “emergency blanket”, ~9,900 searches/mo).
- AI answers lean on reddit.com most (27.8% 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 | Augason Farms | 316 | 16.3% |
| 2 | The Mountain | 309 | 15.9% |
| 3 | SOL | 281 | 14.5% |
| 4 | ReadyWise | 273 | 14.1% |
| 5 | Arcturus | 161 | 8.3% |
| 6 | Ozark Trail | 80 | 4.1% |
| 7 | Coghlan's | 69 | 3.6% |
| 8 | XMRE | 36 | 1.9% |
| 9 | Sopakco | 27 | 1.4% |
| 10 | Grabber | 25 | 1.3% |
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 |
|---|---|---|---|
| Best emergency blankets | — | emergency blanket | 9,900 |
| Mylar emergency blankets | — | emergency space blankets | 9,900 |
| Best emergency food kits | — | food kits for emergency | 4,400 |
| Long term emergency food kits | — | emergency food supply | 8,100 |
| MRE emergency food kits | — | mre food | 9,900 |
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 | 113 | 27.8% |
| outdoorlife.com | 61 | 15% |
| rei.com | 43 | 10.6% |
| fieldandstream.com | 29 | 7.1% |
| forbes.com | 27 | 6.6% |
| augasonfarms.com | 20 | 4.9% |
| brainstamped.com | 14 | 3.4% |
| mreinfo.com | 8 | 2% |
Category reports inside
| Category | Est. AI queries / mo | Topics | Top brand in AI |
|---|---|---|---|
| Emergency Blankets | — | 2 | SOL |
| Emergency Food Kits | — | 3 | Augason Farms |
FAQ
Which brands do AI assistants recommend most for emergency preparedness?
Over the last 30 days the top brands by AI mention share are: Augason Farms (16.3%), The Mountain (15.9%), SOL (14.5%), ReadyWise (14.1%), Arcturus (8.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about emergency preparedness?
GEOly estimates ~0 AI queries per month in this category across 5 buyer topics, led by “Best emergency blankets”.
Which sources do AI engines cite for emergency preparedness?
The most-cited domains are: reddit.com, outdoorlife.com, rei.com, fieldandstream.com, forbes.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.