WHO DO AIS RECOMMEND · FREE BOARDS

When buyers ask an AI, who gets recommended?

Product research is shifting from searching to asking an AI. Here we measure it continuously: real buyer-style questions go to the AIs, and we record which brands actually get named. Question sets are published, every answer is tagged with its model, and raw answers are kept on file — every name on a board traces back to the answers that recommended it.

The honest frame, upfront: each issue reflects only the listed models at the time of measurement, and no question ever contains a brand name — that would turn "who does the AI recommend" into "does the AI know this name".

Cross-border e-commerce ERP

Most recommended this issue: 店小秘 · 马帮 · 易仓

Measured 2026-10-01 · 1 model

Crypto wallets

Most recommended this issue: Ledger · Trezor · MetaMask

Measured 2026-10-01 · 1 model

Password managers

Most recommended this issue: Bitwarden · 1Password · Dashlane

Measured 2026-10-01 · 1 model

Your category isn't listed?

Custom category measurement (pay per run, agent-payable) is opening soon. To be in the first batch, or to nominate a category for the free boards, write to us with the category: business@oceanalt.com

Want to know whether your own brand gets mentioned? The brand-monitoring service on the same engine is in private beta — same inbox.

By the way, OceanAlt's main line is pre-payment compliance screening for crypto — screen an address free →