AI Compatibility Advisor Photo intake, source-ledger matching, and cautious support triage
Low-cost AI beta No product verdict without sources

Ask by photo

Take a picture before you buy the wrong smart-home device.

Upload a product box, shelf label, or device page screenshot. The advisor extracts visible brand/model clues, checks the source-ledger path, and explains what still needs verification.

Primary sources 22 Official or standards-body evidence tracked
Ecosystem docs 13 Apple, Google, Alexa, Home Assistant, and related docs
Unsupported guesses 0 The advisor must say unknown when evidence is missing
Next source check 2026-06-20 Earliest source-ledger recheck date

Quick scan

Take or upload a product photo.

Pick the ecosystem, add a short question if needed, then scan.

Photo intake

Start with the label, then ask the real compatibility question.

Keep the photo focused on the product name, model number, Matter badge, Thread badge, supported ecosystems, and packaging fine print. Low-cost mode starts with compact image analysis, then escalates unclear cases for review.

What do you already have at home?

Decision workflow

What the AI is allowed to do with a photo.

01

Read visible product clues

Brand, model, category, Matter badge, Thread badge, ecosystem icons, QR labels, and package fine print.

02

Separate support layers

Protocol, network path, controller requirement, border-router requirement, ecosystem support, and feature behavior.

03

Check the source path

Use official ecosystem docs, standards-body pages, manufacturer pages, release notes, and dated caveats.

04

Say unknown when needed

If sources are missing, the answer becomes a research queue item instead of an unsupported yes/no claim.

Evidence surface

The advisor starts from the same source ledger as the site.

Current coverage is strongest for Matter/Thread fundamentals and ecosystem documentation. Device-model verdicts still need manufacturer and ecosystem cross-checks.