For established Shopify product brands

Earn and keep AIrecommendations.

Help shoppers discover and choose your products through AI. We take on the research and improvements so you can move sooner.

Free website check. No account.

A website diagnostic, not an AI ranking.

At every buying decision

A shopper might ask

Merino 250 or 320: which one should I choose?

What we help AI do

  • Understand meaningful product differences
  • Have a broad product range awareness.
  • Know which option fits each need

Related products and their details, accessible from one product page when the question needs a wider view.

Illustrative buying questions, not recorded AI answers.

Specialist work, in step with your brand

Move sooner.Stay true to your brand.

We specialise in how AI understands and recommends your products. Research, product information and repeat checks stay aligned with your team or agency as your brand evolves.

Explore our approach
  1. 01

    Start with buying questions

    Focus on the products, markets and choices that matter to your brand.

  2. 02

    Make the facts useful

    Find unclear or conflicting information and prepare improvements in your voice.

  3. 03

    Check what changes

    Compare sourced, dated observations and revisit priorities as products and AI evolve.

You approve customer-facing changes before publication.

Start with something useful

A clear next step.

  1. 01

    Check your website

    Get a free diagnostic of content, structured data and access signals.

  2. 02

    Continue in Shopify

    Complete the questionnaire and review an in-depth audit of selected pages.

    Continue in Shopify
  3. 03

    Choose expert help

    Use your findings with your team, or request expert work. Scope and capacity come before an invitation.

The proof we have

“The chat feature is a game changer. Being able to update multiple products through a conversation saves an incredible amount of time and makes managing a large catalog so much easier.”

“The GEO features are still new, so it's difficult to measure their full impact today.”

5.0 out of 5 on the Shopify App Store, from one review.

One client. We say that plainly, because one is what we have.

Your first useful finding

Start with a free check.

See what is clear, what is missing and what to look at next.

Free. No account required.

Already ready? Continue in Shopify