Top AI Citation Share in Beauty Industry - September 2026
Which websites do AI engines cite most when answering beauty questions? This report breaks down citation share across ChatGPT, Gemini, Perplexity and Google AI Overviews for beauty brands tracked by Track My Visibility.
- Report Date: Oct 7, 2026
- Data Period: Sep 1 – Sep 30, 2026
9,203
Citations analyzed
1,463
Unique domains cited
27.5%
Combined share of the top 10 domains
40%
Of cited domains were cited only once
What This Data Reveals
🔥 Key finding :
Retailers take a large share. Ulta, Sephora, Target, Macy's, Amazon, Nordstrom and Walmart together account for 14.3% of beauty citations, far more than any brand's own site.
Each engine has its own favorite. ChatGPT leans on Allure (8.3%) and dermatology sources like aad.org. Perplexity favors Ulta (6.9%). Google AI Overviews cites YouTube at 15.6%, the largest single-domain share in any engine.
Community and video matter. Reddit ranks fifth overall and takes 7.6% of Google AI Overviews citations. YouTube, Instagram and TikTok together take 24.1% of that engine’s beauty citations.
Top Sources Breakdown
| 1. ulta.com | 5.30% |
| 2. allure.com | 4.29% |
| 3. sephora.com | 3.48% |
| 4. youtube.com | 2.89% |
| 5. reddit.com | 2.64% |
| 6. target.com | 2.41% |
| 7. aad.org | 2.23% |
| 8. whowhatwear.com | 1.62% |
| 9. fda.gov | 1.37% |
| 10. vogue.com | 1.29% |
Platform by Platform
Top cited domains for beauty answers in each AI engine, as a share of that engine's beauty citations. The leader changes in every engine.
ChatGPT
Perplexity
Google AI Overviews
Gemini
Reading the shift
🔥 Key Finding
Amazon and TikTok are the clear losers here, down 29.6 and 22.9 points past the average decline respectively. LinkedIn and Shopify are the clear winners, up 19.9 and 24.2 points.
YouTube gained real share, not just resilience. Its mentions fell 21.8%, well below the 32.0% average, pushing its share up from 8.81% to 10.14% even as its raw numbers declined.
Reddit held up here too, up 4.2 points against the baseline.
Which domains beat the average decline
Overall citations fell 32.0% month over month. Numbers show how far each domain’s own change was from that baseline, not from zero.
| 1. YouTube | +10.2 pts |
| 2. reddit | +4.2 pts |
| 3. instagram | -7.0 pts |
| 4. facebook | +11.3 pts |
| 5. linkedin | +19.9 pts |
| 6. google | -0.8 pts |
| 7. amazon | -29.6 pts |
| 8. quora | -1.1 pts |
| 9. shopify | +24.2 pts |
| 10. tiktok | -22.9 pts |
How we collect this data
At Track My Visibility, we collect citation data by monitoring AI-generated answers across platforms like ChatGPT, Perplexity, Google AI Overviews, and other AI search tools. We analyze which domains are cited, how often they appear, and where your brand stands against competing sources.
Tracking Real UI
We monitor the actual user interfaces of ChatGPT, Gemini, Perplexity, Claude, and 15+ other AI platforms. We capture real citation data, ranking positions, and competitive visibility metrics.
Large-Scale Citation Analysis
We analyze citation data across AI-generated answers to understand which sources are trusted, how visibility changes, and what signals influence AI citation patterns.
Live competitor insights
See where your competitors are being cited, what content earns citations, and how your AI visibility stacks up. Daily updates keep you ahead of citation trends.