Category AI Visibility Report
Fragrance Oils 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
≈3,388
Est. AI queries / month
15
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 15 buyer topics in Fragrance Oils across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,388 AI queries per month.
- CandleScience leads the AI shelf with 8% of brand mentions, followed by Aroma Paradise (6.1%) and Wholesale Supplies Plus (5.3%). The top three hold 19.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “fragrance oils for lotions and bath & body” (top keyword “bath and body fragrance oils”, ~480 searches/mo).
- AI answers lean on reddit.com most (35.8% 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 | CandleScience | 288 | 8% |
| 2 | Aroma Paradise | 220 | 6.1% |
| 3 | Wholesale Supplies Plus | 190 | 5.3% |
| 4 | Nature's Garden | 179 | 5% |
| 5 | Candle Cocoon | 146 | 4.1% |
| 6 | Nemat | 131 | 3.6% |
| 7 | Bramble Berry | 130 | 3.6% |
| 8 | The Flaming Candle | 93 | 2.6% |
| 9 | Stone Candles | 87 | 2.4% |
| 10 | Midwest Fragrance Company | 76 | 2.1% |
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 |
|---|---|---|---|
| fragrance oils for lotions and bath & body | ≈870 | bath and body fragrance oils | 480 |
| bulk fragrance oils | ≈868 | fragrance oils bulk | 720 |
| phthalate-free fragrance oils | ≈866 | fragrance oils phthalate free | 1,000 |
| fragrance oils for soap making | ≈784 | soap making fragrance oils | 390 |
| fragrance oils for perfume | — | sand and fog perfume oil | 27,100 |
| fragrance oils for diffusers | — | diffuser oil | 9,900 |
| designer fragrance oils | — | designer perfume fragrance oils | 590 |
| fragrance oils for burning | — | fragrance burning oils | 720 |
| fragrance oils for candles | — | candle fragrance oils | 14,800 |
| skin-safe fragrance oils | — | fragrance oils safe for skin | 1,000 |
| alcohol-free fragrance oils | — | alcohol free perfume oils | 22,200 |
| fragrance oils for home | — | hotel fragrance oils | 880 |
| fragrance oils with essential oils | — | natural oils for fragrance | 18,100 |
| concentrated fragrance oils | — | concentrated fragrance oils | 880 |
| fragrance oils for body | — | fragrance oils body | 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 | 312 | 35.8% |
| ifrafragrance.org | 127 | 14.6% |
| candlescience.com | 104 | 11.9% |
| lonestarcandlesupply.com | 39 | 4.5% |
| brambleberry.com | 26 | 3% |
| aromaparadise.com | 25 | 2.9% |
| candlecocoon.com | 25 | 2.9% |
| sosahomeandbody.com | 16 | 1.8% |
FAQ
Which brands do AI assistants recommend most for fragrance oils?
Over the last 30 days the top brands by AI mention share are: CandleScience (8%), Aroma Paradise (6.1%), Wholesale Supplies Plus (5.3%), Nature's Garden (5%), Candle Cocoon (4.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about fragrance oils?
GEOly estimates ~3,388 AI queries per month in this category across 15 buyer topics, led by “fragrance oils for lotions and bath & body”.
Which sources do AI engines cite for fragrance oils?
The most-cited domains are: reddit.com, ifrafragrance.org, candlescience.com, lonestarcandlesupply.com, brambleberry.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.