Category AI Visibility Report
Photochromic Lenses 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
≈1,958
Est. AI queries / month
10
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 10 buyer topics in Photochromic Lenses across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,958 AI queries per month.
- Transitions leads the AI shelf with 40.1% of brand mentions, followed by Zeiss (12%) and Hoya (6.2%). The top three hold 58.3% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “light-adaptive photochromic lenses” (top keyword “light-adaptive lenses”, ~720 searches/mo).
- AI answers lean on transitions.com most (32.6% 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 | Transitions | 1,746 | 40.1% |
| 2 | Zeiss | 522 | 12% |
| 3 | Hoya | 269 | 6.2% |
| 4 | Julbo | 230 | 5.3% |
| 5 | HOYA Sensity | 191 | 4.4% |
| 6 | Smith | 153 | 3.5% |
| 7 | Rudy Project | 104 | 2.4% |
| 8 | Varilux | 98 | 2.2% |
| 9 | Carl Zeiss | 91 | 2.1% |
| 10 | Oakley | 85 | 2% |
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 |
|---|---|---|---|
| light-adaptive photochromic lenses | ≈675 | light-adaptive lenses | 720 |
| polarized photochromic lenses | ≈656 | are photochromic lenses polarized | 590 |
| photochromic lenses for cycling | ≈627 | tifosi photochromic lenses | 320 |
| photochromic lenses for sunglasses | — | photochromic sunglass lenses | 22,200 |
| photochromic lenses cost | — | are photochromic lenses worth it | 1,300 |
| glass photochromic lenses | — | photochromic glass lenses | 22,200 |
| photochromic lenses for driving | — | photochromic driving lenses | 1,300 |
| photochromic lenses by color | — | photochromic lenses colors | 2,400 |
| prescription photochromic lenses | — | photochromic lenses eyeglasses | 5,400 |
| progressive photochromic lenses | — | transition progressive lenses | 1,300 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| transitions.com | 318 | 32.6% |
| reddit.com | 200 | 20.5% |
| zeiss.com | 124 | 12.7% |
| nikonlenswear.com | 105 | 10.8% |
| vieweyewear.com | 50 | 5.1% |
| allaboutvision.com | 29 | 3% |
| cyclingnews.com | 23 | 2.4% |
| hoyavision.com | 20 | 2.1% |
FAQ
Which brands do AI assistants recommend most for photochromic lenses?
Over the last 30 days the top brands by AI mention share are: Transitions (40.1%), Zeiss (12%), Hoya (6.2%), Julbo (5.3%), HOYA Sensity (4.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about photochromic lenses?
GEOly estimates ~1,958 AI queries per month in this category across 10 buyer topics, led by “light-adaptive photochromic lenses”.
Which sources do AI engines cite for photochromic lenses?
The most-cited domains are: transitions.com, reddit.com, zeiss.com, nikonlenswear.com, vieweyewear.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.