Retail & commerce

Know which price changes need a closer look.

Spend time on decisions, not browsing.

Illustrative workflow

Today

Check retailer pages one by one

With GuildBuild

Review one prioritized watchlist

What you gain

Spend time on decisions, not browsing.

Measure review time and market coverage

Reference approaches informed by our internal engineering. Scenarios are illustrative, not client case studies or promises of results.

The everyday challenge

Commercial teams spend time checking websites and reconciling spreadsheets. A number without a source or observation time is difficult to act on.

A better way to work

Connect permitted sources, match products consistently, and give your team a reviewable picture of what changed. Keep uncertain matches visible instead of turning them into confident answers.

Picture this

A category manager preparing a weekly trading review could see which products changed price, which observations need checking, and where availability changed. Every signal links back to its source and collection time.

How it comes together

  1. 1. Observe

    Collect from agreed sources within their permitted access and usage conditions.

  2. 2. Understand

    Normalize products, compare observations, and flag gaps or uncertain matches.

  3. 3. Act

    Review exceptions and share a clear market brief with your commercial team.

Where value shows up

  • Less repetitive market checking
  • Better context for pricing and assortment conversations
  • A record of what was observed, when, and where

Built with care

Source permissions, product matching, timestamps, freshness checks, and human review are part of the design. Missing data stays missing.

What would this look like in your business?

Bring the problem. We’ll help you define a practical first step.