Category AI Visibility Report
Essential Oil Roll Ons 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
1
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 1 buyer topics in Essential Oil Roll Ons across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Plant Therapy leads the AI shelf with 37% of brand mentions, followed by Saje (11%) and Edens Garden (11%). The top three hold 59% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “essential oil roll ons” (top keyword “essential oil roll ons”, ~1,300 searches/mo).
- AI answers lean on planttherapy.com most (43.5% 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 | Plant Therapy | 114 | 37% |
| 2 | Saje | 34 | 11% |
| 3 | Edens Garden | 34 | 11% |
| 4 | NOW Foods | 20 | 6.5% |
| 5 | Vitality Extracts | 14 | 4.5% |
| 6 | Aura Cacia | 13 | 4.2% |
| 7 | Thistle Farms | 11 | 3.6% |
| 8 | NEOM Wellbeing | 11 | 3.6% |
| 9 | Evolve Organic Beauty | 10 | 3.2% |
| 10 | Lavender Life Company | 8 | 2.6% |
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 |
|---|---|---|---|
| essential oil roll ons | — | essential oil roll ons | 1,300 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| planttherapy.com | 10 | 43.5% |
| auracacia.com | 4 | 17.4% |
| reddit.com | 3 | 13% |
| edensgarden.com | 3 | 13% |
| aromatranquility.com | 3 | 13% |
FAQ
Which brands do AI assistants recommend most for essential oil roll ons?
Over the last 30 days the top brands by AI mention share are: Plant Therapy (37%), Saje (11%), Edens Garden (11%), NOW Foods (6.5%), Vitality Extracts (4.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about essential oil roll ons?
GEOly estimates ~0 AI queries per month in this category across 1 buyer topics, led by “essential oil roll ons”.
Which sources do AI engines cite for essential oil roll ons?
The most-cited domains are: planttherapy.com, auracacia.com, reddit.com, edensgarden.com, aromatranquility.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.