The test team · public preview

See what shopping verification looks like and apply to test it.

Product.ai answers shopping questions with verified facts. Unlike standard chatbots, it shows you its evidence and tells you when it doesn't know, and when its research suggests you don't buy a product.

Scroll down to preview the experience. To ask your own questions, join the test team.

What the open web gives you

A confident answer with nothing behind it. You can't tell what was checked, what was guessed, or how old the information is.

What the test team gets

The live chat, plus the verification X-Ray on every answer. It shows the verified truths behind the answer, when each was last checked, and where sources agree.

Apply to test → Already admitted? Sign in Live chat is members-only. Apply to join the test team.

Illustrative These examples use real products, but they are demonstrations of the format, not saved conversations. Real test-team conversations, with their capture dates, replace them at launch.

The gallery

Three questions, answered the way the test team sees them.

Best robot vacuum for pet hair under $600?

For pet hair under $600, the pick is a lidar-navigating robot with a rubber-fin brush and a self-empty base, in that order.◆

Rubber fins clear pet hair without the tangling that ends bristle brushes; lidar maps multi-room homes reliably where cheaper gyroscopic units drift; the self-empty base is what makes it survive a shedding season without daily attention. Below $600 you can get all three. Above that you're mostly paying for mopping you may not need.

Verified truths

◆Rubber-fin brushes resist hair-tangle failure that ends bristle brushes on pet-heavy floors.verified this quarter · multiple independent sources

◆Lidar navigation holds its map across multi-room homes where gyroscopic units accumulate drift.verified this quarter · multiple independent sources

◆Self-empty bases are the single biggest driver of sustained use through a shedding season.verified this quarter · multiple independent sources

3 truths cited · 5 checked · 1 live web look

Sony WH-1000XM5 vs Bose QuietComfort Ultra, which should I get?

If noise cancellation is the whole reason you're buying, the Bose QC Ultra edges it. If you want the better all-rounder for call quality, app, and multipoint, the Sony XM5 wins.◆

They're close enough that the spec sheet won't settle it. The Bose leads on raw cancellation and comfort for long wear; the Sony leads on transparency mode, call clarity, and switching between devices. Neither is a mistake at this tier. Pick the one that matches how you'll use it.

Verified truths

◆At the flagship tier, ANC differences are real but narrow; fit and seal move the result more than the chipset.verified this quarter · multiple independent sources

◆Call-quality and multipoint switching are the durable day-to-day differentiators between these two lines.verified this quarter · multiple independent sources

2 truths cited · 6 checked · 1 live web look (current prices)

Is the Apple Vision Pro worth it?

For most people, not yet. It's a remarkable device answering a question most of us haven't asked.◆

The hardware is ahead of anything else. What's missing is an everyday reason to reach for it. If you're a developer, a spatial-media professional, or someone who wants the frontier and can absorb the cost, it's defensible. If you're weighing it as a general computing or entertainment upgrade, the value isn't there yet, and our answer is wait.

Verified truths

◆First-generation spatial-computing hardware leads its software ecosystem by a wide margin; the everyday uses haven't caught up with the hardware.verified this quarter · multiple independent sources

◆Professional and developer use is where the current value concentrates; general-consumer value is not yet established.verified this quarter · multiple independent sources

2 truths cited · 4 checked · a clear "wait" counts the same as a "yes"

Apply to test → Two short questions, a couple of minutes. We read every application, in the order it arrives.

How this works. Members ask real shopping questions; every answer opens its verified truths, when each was checked, and where sources agree.

Questions? support@product.ai.