Category · United States
Labels & Tags
23.6K estimated AI asks a month. AI answers name 9 brands with no clear leader, show no native product carousel, and carry ads in 66.7% of ChatGPT answers.
Taxonomy #960Level 3n = 6 answers6 promptsupdated Oct 28, 2026Low sampleAI Mode3ChatGPT3
AI demand / mo
23.6K
56.8K Google searches
CPC $5.11 · High comp.
12-month trend
−22%
Peak Oct
Oct 2025 – Sep 2026
Brands seen
9
Fragmented · HHI 1,200
n = 3 answers
Native catalog
AI Mode0%
ChatGPT0%
n = 6 answers
Ad rate
66.7%ChatGPT
2 ads · 2 advertisers
n = 3 answers
Opportunity
47
Medium
47 / 100
- Demand
- p64
- Open
- 60
- Ads
- 67
n = 6 answers
Subcategories
6 subcategories · size = AI demand · colour = opportunity
What AI answers show
Brands, stores, products, ads and sources in the sampled answers
n = 6 answers6 promptsOct 28, 2026
Brands AI recommends
Share of brand mentions in Labels & Tags answers
n = 3 answersGoogle AI Mode and AI Overviews answers
Market concentrationFragmented
FragmentedModerateConcentrated
HHI 1,200Leader 20%Top 3 40%
Fragmented: no brand dominates. The top 3 hold 40% of mentions; the leader 20%.
Answers behind the ranking
Product categories: Google answers only, for now
- Google AI Mode3