What LLMs cite
Best everyday mascara
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
Maybelline
Leads across all key metrics
AI engines mentioning
3 of 3
Maybelline appears in 3 of 3 AI engines
#1 recommendations
1
Maybelline was the #1 recommendation once.
AI answer share
100%
Maybelline appears in 100% 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 | Maybelline Claim your company | 3 of 3 | 1 | 100% |
| 2 | Rare Beauty Claim | 2 of 3 | 1 | 67% |
| 3 | Lancôme Lash Idôle Claim | 1 of 3 | 1 | 33% |
| 4 | L'Oreal Paris Claim | 2 of 3 | 0 | 67% |
| 5 | Thrive Causemetics Claim | 1 of 3 | 0 | 33% |
| 6 | Essence Lash Princess False Lash Effect Claim | 1 of 3 | 0 | 33% |
| 7 | Charlotte Tilbury Claim | 1 of 3 | 0 | 33% |
| 8 | L'Oréal Paris Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Lancôme Lash Idôle
- 2. Maybelline
- 3. Essence Lash Princess False Lash Effect
- 4. L'Oréal Paris
- 5. CoverGirl
- 6. Lancôme Lash Idôle Volumizing (Who What Wear)
+4 more in this answer
Gemini
- 1. Rare Beauty
- 2. Thrive Causemetics
- 3. Maybelline
- 4. Charlotte Tilbury
- 5. Tarte
- 6. Bobbi Brown
+3 more in this answer
Perplexity
- 1. Maybelline
- 2. L'Oreal Paris
- 3. Rare Beauty
- 4. Lancôme
- 5. Merit
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- nytimes.com The 5 Best Mascaras of 2026 | Reviews by Wirecutter
- thebeautyholic.com 11 Best Mascara for Everyday Use | 2026 Picks - Beautyholic
- ulta.com Mascara - Makeup - 403 Products - Ulta Beauty
- whowhatwear.com The Best Mascaras of 2026, at a Glance
- insiderbeauty.com Best Mascara 2026: 10 Picks Worth Buying
- allure.com 8 Best Mascaras for Falsies-Level Length and Volume
- theskimm.com I Tested the 20 Top-Selling Mascaras in the World
- wardrobeoxygen.com Best Tubing Mascaras 2026: Drugstore to Designer
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Maybelline currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Maybelline currently leads this conversation.
- #1 Maybelline 100%
- #2 Rare Beauty 67%
- #3
- #4 L'Oreal Paris 67%
- #5
- #6
- #7
- #8 L'Oréal Paris 33%
Get ahead of the competition
Defend this answer before competitors close the gap.
Multiple businesses already appear in this answer set. Claim your company, improve your visibility, and compete for the recommendations students and institutions will actually see.
Leading in AI is an advantage — keeping it is the strategy.
Turn current visibility into durable pipeline with GEOGrow.
We work with one premium provider per service category and market.
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
- Best everyday mascara
- Market
- United States
- AI engines
- Gemini, ChatGPT, and Perplexity
- Research date
- September 11, 2026