Research blog

One short article a week from our research into whether AI assistants can read online shops. Every number comes from our own checks, with how many shops it rests on. RSS feed

• Can AI assistants read online shops? 27% of 1,365 shops leave out key product facts

  26 October 2026 · Our 26 October 2026 research: 21% of 1,365 online shops give AI assistants no product data, and 27% leave out the price or stock they compare.