What LLMs cite
Easy professional makeup routine for the office
From recent prompt runs · United States · Updated September 11, 2026
GEOGrow tested this high-intent customer question across Gemini, ChatGPT, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Bobbi Brown
Leads across all key metrics
AI engines mentioning
2 of 3
Bobbi Brown appears in 2 of 3 AI engines
#1 recommendations
1
Bobbi Brown was the #1 recommendation once.
AI answer share
67%
Bobbi Brown appears in 67% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated September 11, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Bobbi Brown Claim your company | 2 of 3 | 1 | 67% |
| 2 | Fenty Beauty Trace’d Out Pencil Lip Liner Claim | 1 of 3 | 1 | 33% |
| 3 | MAC Claim | 1 of 3 | 1 | 33% |
| 4 | Glossier Claim | 1 of 3 | 0 | 33% |
| 5 | Haus Labs Triclone Skin Tech Foundation Claim | 1 of 3 | 0 | 33% |
| 6 | Make Up For Ever Claim | 1 of 3 | 0 | 33% |
| 7 | Merit Beauty Claim | 1 of 3 | 0 | 33% |
| 8 | Urban Decay All Nighter Setting Spray Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Fenty Beauty Trace’d Out Pencil Lip Liner
- 2. Haus Labs Triclone Skin Tech Foundation
- 3. Urban Decay All Nighter Setting Spray
- 4. Huda Beauty Blush Filter Liquid Blush
- 5. e.l.f. Power Grip Primer
- 6. NARS Radiant Creamy Concealer
+5 more in this answer
Gemini
- 1. Bobbi Brown
- 2. Glossier
- 3. Merit Beauty
- 4. Clinique
- 5. Laura Mercier
- 6. BareMinerals
+3 more in this answer
Perplexity
- 1. MAC
- 2. Make Up For Ever
- 3. Bobbi Brown
- 4. NARS
- 5. Charlotte Tilbury
- 20. Maybelline
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- essence.com Polished & Professional: 10 Makeup Essentials For A Flawless Office Look
- reddit.com What's your quick 'going to work' makeup routine? : r/beauty
- masterclass.com Bobbi Brown's 11 Tips for Professional Workplace Makeup
- careercontessa.com Our Guide to Professional Makeup and Skincare for Work
- makeupbrands.org 10 Best Professional Makeup Brands for Flawless Looks (2026)
- ofc-fashion.com office 欧菲姿
- youtube.com 5-Minute Everyday Makeup Routine That Always Works
- essence.com Achieving Workplace‑Friendly Glam: This Sephora Beauty Expert Provides Tips For A Polished, Professional Look
- youtube.com 10-Minute Work Makeup Tutorial That Looks Good in Office ...
- youtube.com My 10 Minute Office Makeup Routine: Quick, Subtle, and ...
- youtube.com Easy Office Makeup Tutorial | DRUGSTORE ONLY!
- youtube.com Easy Office Makeup Tutorial | Back to Work!
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Bobbi Brown currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Bobbi Brown currently leads this conversation.
- #1 Bobbi Brown 67%
- #2
- #3 MAC 33%
- #4 Glossier 33%
- #5
- #6 Make Up For Ever 33%
- #7 Merit Beauty 33%
- #8
Get ahead of the competition
Defend this answer before competitors close the gap.
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How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 3 independent AI observations.
- Question tested
- Easy professional makeup routine for the office
- Market
- United States
- AI engines
- Gemini, ChatGPT, and Perplexity
- Research date
- September 11, 2026