Press & data · 42 figures · updated October 17, 2026
Every figure we publish, ready to quote.
Each figure comes with its source, period and a link to where it lives. Free to use. A mention of Sauron and a link back is appreciated.
Coming up
Oct 22 · AI use by businesses: next Census survey release Nov 12 · Small business: next Census Business Formation Statistics release Nov 19 · US ecommerce: Census Q3 2026 ecommerce release, with revised figures Nov 19 · Holiday shopping: Census Q3 2026 ecommerce release, with revised figures Mar 2027 · Online shopping scams: the FTC's next annual Consumer Sentinel Data BookHeadline figures
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US Ecommerce & Online Shopping Statistics (2026)
2025–26 figures are as first published. Revised figures come on November 19, 2026.
Holiday Shopping Statistics (2026)
US Small Business Statistics (2026)
Online Shopping Scam Statistics (2026)
Prices and Tariffs: What Americans Search For (2026)
AI Shopping Search Trends (2026)
These are Google searches for AI tools, not shopping done inside them.
Can Small Stores Still Win on Google?
281 US product searches in 18 retail categories, checked on Google on October 16, 2026. A "spot" is one of the organic results on page one.
How many US businesses use AI? (2026)
Census reworded the AI question on November 17, 2025, so figures from before then aren't comparable. Every trend on this page uses the new wording.
Where does ChatGPT tell you to shop?
144 answers to neutral shopping questions on chatgpt.com (US, logged out), October 16, 2026. Google figures come from our study of 281 Google page ones in the same categories: different units, so read them as a direction, not a ratio. [Read every answer in full](/research/chatgpt-shopping-recommendations/answers).
Chart pack
Download all 23 charts (ZIP). Each PNG is 1600px wide, with its title, source and the page address drawn in.
- Online share of US retail sales from US Ecommerce & Online Shopping Statistics (2026)
- Growth on a year earlier, Q2 2026 from US Ecommerce & Online Shopping Statistics (2026)
- Online share of US retail sales, by quarter from US Ecommerce & Online Shopping Statistics (2026)
- Monthly Google searches for “tariffs”, US from Prices and Tariffs: What Americans Search For (2026)
- Monthly Google searches for “cheaper alternative”, US from Prices and Tariffs: What Americans Search For (2026)
- Change in US Google searches by theme from Prices and Tariffs: What Americans Search For (2026)
- Where each theme is searched most, per resident from Prices and Tariffs: What Americans Search For (2026)
- Change in US Google searches about AI, by theme from AI Shopping Search Trends (2026)
- Change in US Google searches for AI shopping tools from AI Shopping Search Trends (2026)
- Change in US Google searches for AI assistants from AI Shopping Search Trends (2026)
- Who holds page one of Google for US product searches from Can Small Stores Still Win on Google?
- What page one of Google looks like for 281 product searches from Can Small Stores Still Win on Google?
- Who holds page one, by category from Can Small Stores Still Win on Google?
- How often Google showed an AI Overview, by category from Can Small Stores Still Win on Google?
- Who holds page one of Google for US product searches from Can Small Stores Still Win on Google?
- What else Google shows for US product searches from Can Small Stores Still Win on Google?
- Share of US businesses using AI from How many US businesses use AI? (2026)
- Share of businesses using AI, by state from How many US businesses use AI? (2026)
- Share of businesses using AI, by industry from How many US businesses use AI? (2026)
- Share of businesses using AI, by number of employees from How many US businesses use AI? (2026)
- Where ChatGPT and Google send shoppers from Where does ChatGPT tell you to shop?
- Who ChatGPT names when you ask where to shop from Where does ChatGPT tell you to shop?
- The places ChatGPT named most from Where does ChatGPT tell you to shop?
All data (CSV)
Prices and Tariffs: What Americans Search For (2026)
AI Shopping Search Trends (2026)
Can Small Stores Still Win on Google?
How many US businesses use AI? (2026)
Where does ChatGPT tell you to shop?
About Sauron Research
Sauron is an SEO app for Shopify stores. Sauron Research publishes official US figures on online shopping and small businesses, each with its source and date, and our own studies of Google search data. Research by Laurence Tuchin, founder.
How we check figures
Every official figure is taken from the agency's own table, with its release date, and updated when the agency revises it. Our studies publish their method and data. All research pages