Category AI Visibility Report
Lip Oil 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
≈3,169
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 Lip Oil across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,169 AI queries per month.
- NYX leads the AI shelf with 9.1% of brand mentions, followed by Dior (9%) and Clarins (8.8%). The top three hold 26.9% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “High shine lip oil” (top keyword “lip glow oil”, ~1,300 searches/mo).
- AI answers lean on reddit.com most (24.8% 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 | NYX | 295 | 9.1% |
| 2 | Dior | 292 | 9% |
| 3 | Clarins | 285 | 8.8% |
| 4 | Fenty Beauty | 250 | 7.7% |
| 5 | Rare Beauty | 154 | 4.8% |
| 6 | Summer Fridays | 141 | 4.4% |
| 7 | Urban Decay | 95 | 2.9% |
| 8 | L'Oréal | 93 | 2.9% |
| 9 | Milani | 90 | 2.8% |
| 10 | BYOMA | 81 | 2.5% |
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 |
|---|---|---|---|
| High shine lip oil | ≈1,610 | lip glow oil | 1,300 |
| Color-changing lip oil | ≈1,559 | color changing lip oil | 590 |
| What is lip oil | — | what is lip oil | 1,900 |
| Lip oil vs lip gloss | — | lip oil vs lip gloss | 2,900 |
| Vegan lip oil | — | vegan lip oil | 5,400 |
| Plumping lip oil | — | plumping lip oil | 880 |
| Hydrating lip oil | — | lip oil for hydration | 3,600 |
| Coconut lip oil | — | coconut lip oil | 1,900 |
| Lip oil stain | — | lip staining oil | 1,900 |
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 | 114 | 24.8% |
| nbcnews.com | 99 | 21.6% |
| allure.com | 94 | 20.5% |
| ulta.com | 25 | 5.4% |
| lorealparisusa.com | 23 | 5% |
| aad.org | 16 | 3.5% |
| dior.com | 11 | 2.4% |
| vogue.com | 11 | 2.4% |
FAQ
Which brands do AI assistants recommend most for lip oil?
Over the last 30 days the top brands by AI mention share are: NYX (9.1%), Dior (9%), Clarins (8.8%), Fenty Beauty (7.7%), Rare Beauty (4.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about lip oil?
GEOly estimates ~3,169 AI queries per month in this category across 9 buyer topics, led by “High shine lip oil”.
Which sources do AI engines cite for lip oil?
The most-cited domains are: reddit.com, nbcnews.com, allure.com, ulta.com, lorealparisusa.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.