Pickbench
Sample report

AI Brand Chart: Grocery delivery services, latest edition 2026-w42

4 AI models, 42 buying scenarios, edition 2026-w42, data as of October 16, 2026.

Brand names only: the models saw each option as a brand name, with no product facts, and answered from their own knowledge.

Fast panel: the fast or small current models of each vendor, not the full flagship panel.

beta: intervals not small-sample calibrated

Tiers, not strict ranks

How to read this

A position is only the order of the estimates, and arrows show how that order moved since the last edition: brands in one tier cannot be told apart from its leader at 95% confidence, and each rank is an interval. Rails show the conditional pick share (among answers that picked a brand) in shortlists of 4 (chance is 25%).

Changed beyond noise: for this brand alone, the 95% interval of its share change excludes 0. Lineup or panel changes between editions can cause it too, and it is never a rank claim.

Display order since the last edition, not strict ranks. Moves without a badge are within the margin.

  1. 1NewInstacartTier 1, rank 1 to 4New on the chart in this edition.62% (> 50%–74%)1 week
  2. 2NewFreshDirectTier 1, rank 1 to 5New on the chart in this edition.44% (30%–58%)1 week
  3. 3NewKrogerTier 1, rank 1 to 7New on the chart in this edition.36% (24%–48%)1 week
  4. 4NewWalmartTier 1, rank 1 to 9New on the chart in this edition.34% (22%–48%)1 week
  5. 5NewAmazon FreshTier 2, rank 2 to 9New on the chart in this edition.26% (17%–37%)1 week
  6. 6NewShiptTier 2, rank 3 to 9New on the chart in this edition.17% (8%–28%)1 week
  7. 7NewAlbertsonsTier 2, rank 3 to 9New on the chart in this edition.15% (7%–24%)1 week
  8. 8NewDoorDashTier 2, rank 4 to 10New on the chart in this edition.8% (2%–17%)1 week
  9. 9NewGopuffTier 2, rank 4 to 10New on the chart in this edition.8% (2%–19%)1 week
  10. 10NewUber EatsTier 3, rank 8 to 10New on the chart in this edition.0% (0%–10%)1 week